Software Packages
Tool for simulating occupancy profiles for private households
ProccS.org is a tool for simulating occupancy profiles for private households. The application creates occupancy profiles for bathroom, kitchen, living room and bedrooms. The profiles can be downloaded in csv-format. The underlying model is based on an inhomogeneous Markov chain. It was trained on time-use data of Danish households from 2008/2009. Sebastian Wolf has developed the online-tool ProccS during his PhD. .
Software for combined physical and statistical modelling
Continuous Time Stochastic Modelling (CTSM) is a software package for modelling and simulation of combined physical and statistical models. You find a technical description and the software at CTSM.info.
Software for Model Predictive Control
HPMPC is a toolbox for High-Performance implementation of solvers for Model Predictive Control (MPC). It contains routines for fast solution of MPC and MHE (Moving Horizon Estimation) problems on embedded hardware. The software is available on GitHub.
MPCR is a toolbox for building Model Predictive Controllers written in R, the free statistical software. It contains several examples for different MPC problems and interfaces to opensource solvers in R. The software is available on GitHub.
Model for synthesizing data about demand response
DTU Compute and CITIES have developed a model that allows synthesizing data about demand response for a variegate pool of rational electricity consumers (which include commercial, industrial and residential).
The model focuses on the scheduling of electricity consumption for different types of rational electrical consumers, achieving cost minimization for consumers while respecting operational and comfort constraints set by consumers. The model has been developed by assuming that rational consumers are equipped with home energy management systems, which receive dynamic electricity prices.
The model is written in GAMS-Matlab and is available under request (please contact gizo@dtu.dk). Moreover, additional documentation is currently under development in version 2, to facilitate the user in the model adoption. The documentation will be uploaded to the CITIES website.
climify.org: Online solution for easy monitoring & control of the indoor environment
With the tool CLIMIFY, we enhance the comfort, maximize the occupants’ performance, wellbeing and health, save energy, and actively create flexibility that can be offered to the energy grids.
We aim at maximizing the occupants’ experience in the built environment and at enhancing buildings’ performance.
We monitor the indoor environment by using data from different sources, collecting data directly from the occupants, feedback on the indoor climate and control the indoor climate based on the occupancy levels and the real needs of occupants. Learn more at https://climify.com/
Frigg – plug-and-play modelling tool for flexible energy systems
With the transition towards renewable energy comes the need for flexible energy demand. Frigg is a plug-and-play modelling tool for flexible energy systems. With Frigg, demand-side flexibility can be modelled in a way that is interoperable with major energy system modelling frameworks such as TIMES, Balmorel or Calliope.
Frigg uses data from these models, generates hourly prices and simulates the demand side. Passing an altered demand level back to the energy system model allows computing energy system equilibria that take demand-side flexibility into account in a realistic way. Frigg is currently in early-stage development. The development is financed by the projects CITIES, openENTRANCE and Cool-Data. Learn more at http://frigg.energy/
Task force - White papers
White paper from June 2016 about the coupling of energy systems/energy systems integration. This initiative was led by NREL – a main partner of CITIES, with help from DTU Compute and others.
Notat udarbejdet af ’CITIES Task Force Udvalg omkring energiafgifter og rammebetingelser’, bestående af nøglepersoner fra Danfoss, Teknologisk Institut, Grundfos, Ørsted, Grøn Energi, Tomorrow, Aalborg Universitet, og Danmarks Tekniske Universitet.
Notat udarbejdet af CITIES Task Force Udvalg omkring energiafgifter og rammebetingelser. Udvalget består af nøglepersoner fra Danfoss, Teknologisk Institut, Grundfos, Ørsted, Grøn Energi, Tomorrow, Aalborg Universitet, og Danmarks Tekniske Universitet.
Notat fra nov 2020 om behovet for at gentænke nettariffer for at opnå 70 % reduktion i 2030 – udarbejdet af CITIES Task Force Udvalg omkring energiafgifter og rammebetingelser. Udvalget består af nøglepersoner fra: Danfoss, Teknologisk Institut, Grundfos, Ørsted, Grøn Energi, Tomorrow, Aalborg Universitet, og Danmarks Tekniske Universitet.
Demo projects
Energy Supply Modelling in cities: A Case Study of Sønderborg Municipality
The demonstration project has developed a model and evaluated scenarios for Sønderborg’s energy system in 2029 in order to identify ways of increasing the efficiency and integration of the system while minimizing CO2 emissions and socioeconomic costs.
Qualitative invest. of the impact of energy communities on distr. grids
The demo project has made a simple analysis of the impact of energy communities on three different grid layouts: urban, suburban and rural areas of Denmark to estimate consequences of different setups of energy communities on distribution grids.
Smart Meter Data Analytics
The demo case has investigated different approaches to analysis of smart meter data in a way to identify different consumption patterns. The demo case used data from Syd Energi, which had data from about 270.000 smart meters, with 15 minutes to 1-hour resolution and recorded for approximately one year.
Thermal mass for energy storage: Impacts and perspectives on system scale
In this demo case, the CITIES project wants to assess or activate/utilize the thermal energy storage potential of different building archetypes, calculate the potential of thermal mass as a storage component on the system scale and assess the impact of utilizing this storage capacity in the energy system as a whole.
Building Energy Demand Modelling
In this demo case CITIES has developed methodologies for the modelling of energy demand and flexibility potentials for whole districts and cities by classify the buildings in a given area into types and sum up according to the number of each type within the area. CITIES used measured data (from heat, cooling, electricity and gas ) from real buildings in Sønderborg, Denmark, to validate the method.
The demo case has used research from a parallel demo case on load forecasting in greenhouses, and another demo project on dynamic prices for DH systems to develop methods for optimal control of district heating supply temperature to greenhouses. on load forecasting in greenhouses, and another demo project on dynamic prices for DH systems.
Smart Energy Systems: Flexible Cooling of Data Centers
Energy demand for cooling of data centres has been increasing steadily in Denmark and the world. On the other hand, the aim of the energy transition is to make the system more efficient, including end-user energy efficiency. In order to continue the energy transition, as well as to integrate a rising number of data centres across Denmark, this demo project will look into possibilities for flexible and intelligent cooling of data centres.
Smart water management to improve water-energy nexus for water supply systems
In the demo case the CITIES project wants to allow water utilities to holistically manage their processes in a flexible way by operational management recommendations focused on: decrease the non-revenue water, improve the pressure management, detect leakages, save energy and water (water-energy nexus), and above all, improve the integrated water resources management in terms of water resources and revenues supporting financial, social and environmental sustainability, while maintaining quality and level of service.
Optimization under uncertainty heat/power production in DH systems
This demo case has developed an optimisation method for the heat and power production planning in district heating systems to apply it to a real-world demo-case.
In the demo case, CITIES ENFOR and Ørsted have worked with performance monitoring of renewable production assets, considering wind farms as an example.
Qualitative investigation of the impact of energy communities on distr. grids
The demo project has made a simple analysis of the impact of energy communities on three different grid layouts: urban, suburban and rural areas of Denmark to estimate consequences of different setups of energy communities on distribution grids.
Control of heat pumps
The demonstration project has implemented, tested and demonstrated a fluidborne heating system with a heat pump and a solar collector in a domestic building that makes optimal use of renewable energy from the grid.
By collecting data from Greenhouse consumers and weather observations the demo case has derived an offline model structure for load forecasting in greenhouses and established an online setup for load forecasting in greenhouses. In the online setup, the model parameters have been adapted to the actual dynamics.
Dynamic CO2-based control of summerhouse swimming pool heating
In this demo case CITIES has shown that CO2 emissions can be reduced by at least 10 per cent by heating the water in the indoor swimming pools when the electricity is generated by wind turbines and stopping it when the electricity comes from sources with a higher carbon footprint. This will also make itself felt on the electricity bill, which can usually be cut by EUR 1,400-2,000 (DKK 10-15,000).
Regulating Power Market: Modelling and Forecasting
The demo case has formulated stochastic models for the regulating power market in the Nordic area, however with a special focus on the prices in DK1 and DK2. Ultimately the purpose was to obtain better methodologies for predicting the probabilities for up-or down-regulation, and the related prices and/or volume. Such forecasts have also been used in some other demo projects in CITIES.
Dynamic prices for heat delivered to district heating systems
This demo project has studied the dynamic value of heat supplied to the district heating system. Many of the methods used and the obtained results could also be used in a study on the demand side.
Optimal control of BIPVT-E systems
The objective of this demo project is to develop methods for optimal control of heating systems with Building Integrated PhotoVoltaic-Thermal Energy absorbers (BIPVT-E). The BIPVT is a combined solar electric and -thermal module, which is installed directly into the facade or roof surface of the building.
Qualitative investigation of the impact of energy communities on distribution grids
The demo project has made a simple analysis of the impact of energy communities on three different grid layouts: urban, suburban and rural areas of Denmark to estimate consequences of different setups of energy communities on distribution grids.
Publications
The CITIES project has published over 300 scientific publications, among these more than 140 journal papers.
See also CITIES publications on DTU Orbit: https://orbit.dtu.dk/en/organisations/cities-centre-for-it-intelligent-energy-systems
WP1 – Energy Services and Demand
Journal articles
- , , & (2020): Too complicated and impractical? An exploratory study on the role of energy system models in municipal decision-making processes in Denmark, Energy Research & Social Science 70, pp. 101673 [PDF] [DOI]
- , & (2020): Synthesising Residential Electricity Load Profiles at the City Level Using a Weighted Proportion (Wepro) Model, Energies 13(14), pp. 3543 [PDF] [DOI]
- , , & (2019): A Stochastic Model for Residential User Activity Simulation, Energies 12(17) [PDF] [DOI]
- , , & (2019): Modelling the future low-carbon energy systems – case study of Greater Copenhagen, Denmark, International Journal of Sustainable Energy Planning and Management 24, pp. 21-32 [PDF] [DOI]
- , , & (2019): Clustering district heat exchange stations using smart meter consumption data, Energy and Buildings 182, pp. 144-158 [DOI]
- , & (2018): Electricity consumption clustering using smart meter data, Energies 11(4) [PDF] [DOI]
- & (2018): Scalable Prediction-based Online Anomaly Detection for Smart Meter Data, Information Systems 77, pp. 34-47 [DOI]
- , , , & (2018): Clustering-based analysis for residential district heating data, Energy Conversion and Management 165, pp. 840-850 [DOI]
- , , , & (2018): Modelling smart energy systems in tropical regions, Energy 155, pp. 592-609 [DOI]
- , , , & (2017): Smart Meter Data Analytics: Systems, Algorithms and Benchmarking, ACM Transactions on Database Systems 42(1), pp. 1-39 [DOI]
- , & (2017): CITIESData: a smart city data management framework, Knowledge and Information Systems 53, pp. 699-722 [DOI]
- & (2017): Structured Literature Review of Electricity Consumption Classification Using Smart Meter Data, Energies 10(5), pp. 584 [PDF] [DOI]
- , & (2017): A Science Cloud for Smart Cities Research, Energy Procedia 122, pp. 679-684 [PDF] [DOI]
- & (2016): A hybrid ICT-solution for smart meter data analytics, Energy 115(Part 3), pp. 1710-1722 [DOI]
- , & (2016): Optimizing ETL by a Two-level Data Staging Method, International Journal of Data Warehousing and Mining 12(3), pp. 32-50 [DOI]
Articles in conference proceedings
- , , , & (2020): A Contextual Anomaly Detection Framework for Energy Smart Meter Data Stream, Proceedings of International Conference on Neural Information Processing, pp. 733-742 [DOI]
- , & (2019): SmartM: A Non-intrusive Load Monitoring Platform, International Conference on Business Information Systems, pp. 424-434 [DOI]
- , , , , & (2018): Architecture Design of Smart Meter Controlling System for Dynamic IP Environments, 2018 International Conference on Intelligent Autonomous Systems (ICoIAS), pp. 175-179 [DOI]
- , & (2018): User Activity Simulation for Residential Buildings, Proceedings of the 13th Conference on Sustainable Development of Energy, Water and Environment Systems (SDEWES)
- , , & (2018): Statistical Analysis for Factors Influencing Electricity Consumption at Regional Level, 7th International Conference on Power and Energy (IEEE PE-Con) [DOI]
- , , , , & (2017): A Novel Smart Meter Controlling System with Dynamic IP Addresses, Proceeding of The 26th IEEE International Symposium on Industrial Electronics, pp. 1465-1470
- , , & (2017): SciCloud: A Scientific Cloud and Management Platform for Smart City Data, 2017 28th International Workshop on Database and Expert Systems Applications (DEXA), pp. 27-31 [PDF] [DOI]
- , , & (2017): Modelling of electricity consumption in one of the Asia’s most populous cities – Jakarta, Indonesia, Proceedings of the 12th Conference on Sustainable Development of Energy, Water and Environment Systems (SWEDES)
- , , , & (2017): A Scalable Smart Meter Data Generator Using Spark, On the Move to Meaningful Internet Systems. OTM 2017 Conferences, pp. 21-36 [DOI]
- & (2017): Air Quality Monitoring System and Benchmarking, Proceedings of 19th International Conference on Big Data Analytics and Knowledge Discovery, pp. 459-470 [DOI]
- , & (2017): An ICT-based Anomaly Detection Method for Smart Meter Data, Proceedings of the 12th Conference on Sustainable Development of Energy, Water and Environment Systems (SWEDES)
- , , & (2016): Online Anomaly Energy Consumption Detection Using Lambda Architecture, Proceedings of 18th International Conference on Big Data Analytics and Knowledge Discovery (DaWaK 2016), pp. 193-209 [DOI]
- , , & (2016): Identification of Parameters Affecting the Variability of Energy Use in Residential Buildings, Proceedings of the 12th REHVA World Congress (CLIMA 2016) [PDF]
- , , & (2016): A Prediction-based Smart Meter Data Generator, Proceedings 19th International Conference on Network-Based Information Systems (NBiS), pp. 173-180 [DOI]
- & (2015): Streamlining Smart Meter Data Analytics, Proceedings of the 10th Conference on Sustainable Development of Energy, Water and Environment Systems [PDF]
- , , , & (2015): Aggregation of building energy demands for city-scale models, Proceedings of Building Simulation 2015 [PDF]
Presentations and poster presentations
- & (2016): Streamlining Meter Data Analytics, Poster presented at 3rd General Consortium Meeting of CITIES project
- , & (2016): CITIESData: Towards Cloud Based Big Data Management for Smart Cities, Poster presented at 3rd General Consortium Meeting of CITIES project
- (2016): Danish Act on Processing of Personal Data, in a Smart Cities Research Perspective, Poster presented at 3rd General Consortium Meeting of CITIES project
- & (2015): Cloud-Based Software Platform for Smart Meter Data Management, Presentation at 10th Conference on Sustainable Development of Energy, Water and Environment Systems
- (2014): Energy demand and services, Presentation at 1st General Consortium Meeting of CITIES project
Ph.D. theses
- (2019): Analysis of High Frequency Smart Meter Energy Consumption Data, DTU Management Engineering, Technical University of Denmark, Ph.D. dissertation [PDF]
- (2019): Now and into the future: Modelling and analysis of Danish urban energy systems, DTU Management, Technical University of Denmark, Ph.D. dissertation [PDF]
WP2 – Energy Supply, Transmission, Storage and Conversion
Journal articles
- , , & (2022): Soft-linking of improved spatiotemporal capacity expansion model with a power flow analysis for increased integration of renewable energy sources into interconnected archipelago, Applied Energy 305, pp. 117855 [DOI]
- , , & (2020): Implementing flexibility into energy planning models: Soft-linking of a high-level energy planning model and a short-term operational model, Applied Energy 260 [PDF] [DOI]
- , , , & (2020): Technical, economic and environmental optimization of district heating expansion in an urban agglomeration, Energy 197 [PDF] [DOI]
- , , , , , , , & (2019): Flexible Carbon Capture and Utilization technologies in future energy systems and the utilization pathways of captured CO2, Renewable and Sustainable Energy Reviews 114, pp. 109338 [DOI]
- , , , & (2018): Modelling smart energy systems in tropical regions, Energy 155, pp. 592-609 [DOI]
- , , , & (2018): Utilizing thermal building mass for storage in district heating systems: Combined building level simulations and system level optimization, Energy 153, pp. 949-966 [DOI]
- , , & (2018): Influence of different technologies on dynamic pricing in district heating systems: Comparative case studies, Energy 153, pp. 136-148 [DOI]
- , , & (2018): Integrated Energy Planning with a High Share of Variable Renewable Energy Sources for a Caribbean Island, Energies 11(9) [PDF] [DOI]
- , , , & (2017): On the way towards smart energy supply in cities: The impact of interconnecting geographically distributed district heating grids on the energy system, Energy 137, pp. 941-960 [DOI]
- , , , & (2017): Energy supply modelling of a low-CO 2 emitting energy system: Case study of a Danish municipality, Applied Energy 195, pp. 922-941 [DOI]
- , , , , & (2017): Waste to energy plant operation under the influence of market and legislation conditioned changes, Energy 137, pp. 1119-1129 [DOI]
- , , & (2017): The future of transportation in sustainable energy systems: Opportunities and barriers in a clean energy transition, Renewable and Sustainable Energy Reviews 82(Part 2), pp. 1823-1838 [DOI]
- , , , , , & (2017): Potential of district cooling in hot and humid climates, Applied Energy 208, pp. 49-61 [PDF] [DOI]
- , , , , , & (2016): Zero carbon energy system of South East Europe in 2050, Applied Energy 184, pp. 1517-1528 [DOI]
- , , & (2016): Economic feasibility of CHP facilities fueled by biomass from unused agriculture land: Case of Croatia, Energy Conversion and Management 125, pp. 222-229 [DOI]
Articles in conference proceedings
- , & (2016): Improving the performance of district heating systems by utilization of local heat boosters, Proceedings of the 11th International Conference on Sustainable Development of Energy, Water and Environment Systems
- , , & (2016): Wte Power Plant Operation on the Energy Market Under the Influence of Legislation Changes, 11th Conference on Sustainable Development of Energy, Water and Environment Systems
- , , , , , & (2015): Low Carbon Energy Supply for South East Europe, 10th Conference on Sustainable Development of Energy, Water and Environment System, pp. 660-660
Presentations and poster presentations
- , , & (2019): Detailed spatio-temporal modelling of renewable energy islands: the case of the island of Krk, Croatia, Presentation at 14th Conference on Sustainable Development of Energy, Water and Environment Systems (SDEWES) [PDF]
- , , , , & (2019): Demand response in district heating systems: on operational and capital savings potential, Presentation at 5th International Conference on Smart Energy Systems [PDF]
- & (2018): Which storage types are needed in future smart energy cities?, Proceedings of the 1st Latin American SDEWES conference
- , , , , , , , , , , , & (2018): High-Temperature Thermal Energy Storage for electrification and district heating, Proceedings of the 1st Latin American SDEWES conference
- , & (2017): A multi-objective energy planning including system exergy eciency and socio-economic costs, Proceedings of ECOS 2017 – 30th International Conference on Efficiency, Cost, Optimisation, Simulation and Environmental Impact of Energy Systems [PDF]
- , , , & (2017): Integration of district cooling in smart energy systems: the case of Singapore, Proceedings of the12th Conference on Sustainable Development of Energy, Water and Environment Systems (SDEWES2017)
- , , & (2017): Potential for dynamic pricing in district heating systems in Denmark and Finland, Proceedings of the12th Conference on Sustainable Development of Energy, Water and Environment Systems (SDEWES2017)
- , , & (2017): Potential Of Waste Heat And Waste Cold Energy Recovery In Singapore For District Cooling Applications: Impacts On Energy System, Proceedings of the 40th IAEE International Conference – Extended abstracts
- , & (2017): Impact of Prosumers and their Clusters on the Energy System, Poster presented at Fourth General CITIES Consortium Meeting [PDF]
- , , , , , & (2016): Zero carbon energy system of south east europe in 2050, Poster presented at Poster
- , , , & (2016): Modelling transition towards sustainable transportation sector, Presentation at 2nd South East European Conference on Sustainable Development of Energy, Water and Environment Systems
- , , , & (2016): Benefits of Integrating Geographically Distributed District Heating Systems, Presentation at 29th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems
- , & (2016): Impact of Prosumer Buildings and their Clusters on the Energy System – project outline, Presentation at DTU ATV Sustain Conference 2016
- (2016): Large scale heat pumps as a link between intermittent electrical energy sources and district heating sector, Presentation at 22nd International Trade Fair and Congress for Heating, Cooling and CHP
- (2015): Status and Results of Energy Supply Modelling in CITIES: Illustrated using Data from the Case of Sønderborg, Presentation at 2nd General Consortium Meeting of CITIES project
- (2015): Energy Supply Modelling in Cities: Illustrated Using Data from the Case of Sønderborg, Presentation at Nordic Climate KIC – CITIES workshop
- (2015): Energy Supply Modelling in Cities: Illustrated Using Data from the Case of Sønderborg, Presentation at 10th Conference on Sustainable Development of Energy, Water and Environment Systems
- , & (2015): Planning of Future Energy Systems Focusing on Exergy Destruction Minimization, Presentation at DTU ATV Sustain Conference 2015
- , & (2015): Economic Potential of Biomass from Unused Agriculture Land for Energy Use: Case of Croatia, Presentation at 10th Conference on Sustainable Development of Energy, Water and Environment Systems
- , , & (2015): Increasing the efficiency of power to gas to power with reversible solid oxide cells coupled with high temperature heat storage, Presentation at 10th Conference on Sustainable Development of Energy, Water and Environment Systems
Ph.D. theses
- (2018): Modelling Energy Supply of Future Smart Cities, DTU Energy, Technical University of Denmark, Ph.D. dissertation [PDF] [DOI]
WP3 – Intelligent Energy System Integration
Journal articles
- , , , , , & (2021): Characterisation of thermal energy dynamics of residential buildings with scarce data, Energy and Buildings 230, pp. 110530 [PDF] [DOI]
- , & (2020): Clustering and classification of energy meter data: A comparison analysis of data from individual homes and the aggregated data from multiple homes, Building Simulation [PDF] [DOI]
- , & (2020): Optimal control of demand flexibility under real-time pricing for heating systems in buildings: A real-life demonstration, Applied Energy 263 [PDF] [DOI]
- , & (2020): Smart Meter Data Analysis of a Building Cluster for Heating Load Profile Quantification and Peak Load Shifting, Energies 13(17), pp. 4343 [PDF] [DOI]
- , , & (2019): Price-responsive model predictive control of floor heating systems for demand response using building thermal mass, Applied Thermal Engineering [DOI]
- , , , & (2018): Clustering-based analysis for residential district heating data, Energy Conversion and Management 165, pp. 840-850 [DOI]
- , , , & (2018): Utilizing thermal building mass for storage in district heating systems: Combined building level simulations and system level optimization, Energy 153, pp. 949-966 [DOI]
- , , , , & (2018): Profiling Occupant Behaviour in Danish Dwellings using Time Use Survey Data, Energy and Buildings 177, pp. 329-340 [DOI]
- , , , & (2018): Estimation of temperature setpoints and heat transfer coefficients among residential buildings in Denmark based on smart meter data, Building and Environment 139, pp. 125-133 [DOI]
- & (2018): Exploring Potential of Energy Flexibility in Buildings for Energy System Services, CSEE Journal of Power and Energy Systems 4(4), pp. 434-443 [PDF] [DOI]
- , & (2018): Development of a data driven approach to explore the energy flexibility potential of building clusters, Applied Energy 232, pp. 89-100 [DOI]
- , & (2017): CITIESData: a smart city data management framework, Knowledge and Information Systems 53, pp. 699-722 [DOI]
- , & (2017): A Science Cloud for Smart Cities Research, Energy Procedia 122, pp. 679-684 [PDF] [DOI]
- & (2016): Energy flexibility of residential buildings using short term heat storage in the thermal mass, Energy 111, pp. 991-1002 [DOI]
- (2015): The Sensing Internet: A Discussion on Its Impact on Rural Areas, Future Internet 7, pp. 363-371 [PDF] [DOI]
Articles in conference proceedings
- , , , , , & (2019): Room-level Occupancy Simulation Model for Private Households, Journal of Physics: Conference Series (Online) [PDF]
- , & (2018): Heat Flexibility as A Function of The Outdoor Climate: A Study of Danish Dwellings, Proceedings of the 4th International Conference On Building Energy & Environment 2018 [PDF]
- , , & (2017): SciCloud: A Scientific Cloud and Management Platform for Smart City Data, 2017 28th International Workshop on Database and Expert Systems Applications (DEXA), pp. 27-31 [PDF] [DOI]
- , , & (2017): Intelligent Scheduling of a Grid-Connected Heat Pump in a Danish Detached House, Proceedings of the 15th IBPSA Conference [PDF] [DOI]
- , , & (2017): Impact of Building Design Parameters on Thermal Energy Flexibility in a Low-Energy Building, Proceedings of the 15th IBPSA Conference [PDF] [DOI]
- , , & (2017): Impact of Weather and Occupancy on Energy Flexibility Potential of a Low-energy Building, Proceedings of the 15th IBPSA Conference [PDF] [DOI]
- , , & (2017): Implementing Occupant Behaviour in the Simulation of Building Energy Performance and Energy Flexibility: Development of Co-Simulation Framework and Case Study, Proceedings of the 15th IBPSA Conference, pp. 1339-1346 [PDF] [DOI]
- , & (2017): An ICT-based Anomaly Detection Method for Smart Meter Data, Proceedings of the 12th Conference on Sustainable Development of Energy, Water and Environment Systems (SWEDES)
- , , & (2016): Online Anomaly Energy Consumption Detection Using Lambda Architecture, Proceedings of 18th International Conference on Big Data Analytics and Knowledge Discovery (DaWaK 2016), pp. 193-209 [DOI]
- , , & (2016): Identification of Parameters Affecting the Variability of Energy Use in Residential Buildings, Proceedings of the 12th REHVA World Congress (CLIMA 2016) [PDF]
- , , , & (2015): Aggregation of building energy demands for city-scale models, Proceedings of Building Simulation 2015 [PDF]
- , & (2015): Building energy demand aggregation and simulation tools: a Danish case study, Proceedings of CISBAT 2015, pp. 797-802 [PDF]
- , , , & (2015): Buildings Interaction with Urban Energy Systems: A Research Agenda, Proceedings of 7PHN Sustainable Cities and Buildings
- , , , & (2014): Change in design targets for building energy towards smart cities, Proceedings of the 3rd International Workshop on Design in Civil and Environmental Engineering, pp. 11-15 [PDF]
Presentations and poster presentations
- , & (2018): Prosumer Cluster of Single-Family Houses under the Danish Net Metering Policy, Presentation at 7th International Building Physics Conference
- , & (2017): Impact of Prosumers and their Clusters on the Energy System, Poster presented at Fourth General CITIES Consortium Meeting [PDF]
- , & (2016): CITIESData: Towards Cloud Based Big Data Management for Smart Cities, Poster presented at 3rd General Consortium Meeting of CITIES project
- , & (2016): Impact of Prosumer Buildings and their Clusters on the Energy System – project outline, Presentation at DTU ATV Sustain Conference 2016
- (2014): Idea Catalogue by Vidensby Lyngby to Workshop Water DTU, Presentation at Workshop Water DTU
- & (2014): Central Solar (District) Heating Plants, Poster presented at 1st General Consortium Meeting of CITIES project
- , , & (2014): CITIES: Centre for IT-Intelligent Energy Systems in Cities, Presentation at European Meetings on Cybernetics and Systems Research 2014 (EMCSR 2014)
Book chapters
- (2015): Building automation – providing data for business opportunities: Building technologies impact the bigger picture in Smart Buildings: Combining energy efficiency, flexibility and comfort, pp. 6-7 [PDF]
Scientific reports
- , , , & (2017): Heating of indoor swimming pools by solar thermal collectors in summerhouses in Denmark, DTU Byg Sagsrapport; No. R-366, Technical University of Denmark, Department of Civil Engineering [PDF]
- , , , , , , , , , , , , , , , & (2016): Smart Buildings: Combining energy efficiency, flexibility and comfort (title translated from Chinese), State of Green [PDF]
- , , , , , , , , , , , , , , , & (2015): Smart Buildings: Combining energy efficiency, flexibility and comfort, State of Green [PDF]
- (2014): Building for the future smart energy cities, Technical University of Denmark, Department of Civil Engineering
Ph.D. theses
- (2018): Energy demand models for buildings in a smart cities context, DTU Civil Engineering, Technical University of Denmark, Ph.D. dissertation [PDF]
WP4 – Intelligent Aggregation and Markets
Journal articles
- , , & (2021): Online distributed learning in wind power forecasting, International Journal of Forecasting 37(1), pp. 205-223 [DOI]
- , , & (2021): Energy and reserve dispatch with distributionally robust joint chance constraints, Operations Research Letters 49(3), pp. 291-299 [DOI]
- , , & (2020): Temporal hierarchies with autocorrelation for load forecasting, European Journal of Operational Research 280, pp. 876-888 [DOI]
- , & (2020): Heat and electricity market coordination: A scalable complementarity approach, European Journal of Operational Research 283(3), pp. 1107-1123
- , , & (2020): Market-based Coordination of Integrated Electricity and Natural Gas Systems Under Uncertain Supply, European Journal of Operational Research 287(3), pp. 1105-1119
- (2019): How municipalities act under the new paradigm for energy planning, Sustainable Cities and Society 47
- & (2019): A comprehensive framework for strategic energy planning based on Danish and international insights, Energy Strategy Reviews 24, pp. 83-93 [PDF]
- , & (2019): Consensus-based Approach to Peer-to-Peer Electricity Markets with Product Differentiation, IEEE Transactions on Power Systems 34(2), pp. 994 – 1004 [PDF] [DOI]
- & (2019): Distributed Reconciliation in Day-Ahead Wind Power Forecasting, Energies 12(6) [PDF] [DOI]
- , & (2019): An Integrated Market for Electricity and Natural Gas Systems with Stochastic Power Producers, European Journal of Operational Research 272, pp. 642–654 [PDF] [DOI]
- & (2019): Online adaptive lasso estimation in vector autoregressive models for high dimensional wind power forecasting, International Journal of Forecasting 35(4), pp. 1485-1498
- , , & (2019): Operation of supermarket refrigeration units: A coupled district heating and electric network approach, IET Energy Systems Integration 2(22), pp. 80-91 [PDF]
- , , & (2019): Exogenous Cost Allocation in Peer-to-Peer Electricity Markets, IEEE Transactions on Power Systems 34(4), pp. 2553-2564 [PDF] [DOI]
- , , , & (2018): Correlation-Constrained and Sparsity-Controlled Vector Autoregressive Model for Spatio-Temporal Wind Power Forecasting, IEEE Transactions on Power Systems 33(5), pp. 3531-3545 [DOI]
- , & (2018): Price-Taker Offering Strategy in Electricity Pay-as-Bid Markets, IEEE Transactions on Power Systems 33(2), pp. 2175-2183 [PDF] [DOI]
- , & (2018): Barriers and Recommendations to Innovative Ownership Models for Wind Power, Energies 11(10) [PDF] [DOI]
- , , & (2017): Towards fully renewable energy systems – Experience and trends in Denmark, CSEE Journal of Power and Energy Systems 32(3), pp. 26-35 [PDF] [DOI]
- & (2017): A Bayesian Inference Approach to Unveil Supply Curves in Electricity Markets, IEEE Transactions on Power Systems [PDF] [DOI]
- , , , , & (2017): 以用户为中心的新兴电力市场模式 (in Chinese, translated title: The emergence of consumer-centric electricity markets, Distribution & Utilization 34(12), pp. 27-31 [DOI]
- , , , & (2017): Attribution Mechanisms for Ancillary Service Costs Induced by Variability in Power Delivery, IEEE Transactions on Power Systems 32(3), pp. 1891-1901 [PDF] [DOI]
- , , , & (2016): Optimal bidding strategy of battery storage in power markets considering performance based regulation and battery cycle life, IEEE Transactions on Smart Grid 7(5), pp. 2359-2367 [PDF] [DOI]
- , , & (2016): Optimal offering and operating strategies for wind-storage systems with linear decision rules, IEEE Transactions on Power Systems 31(6), pp. 4755-4764 [PDF] [DOI]
- , & (2016): Very Short-term Nonparametric Probabilistic Forecasting of Renewable Energy Generation – with Application to Solar Energy, IEEE Transactions on Power Systems 31(5), pp. 3850-3863 [PDF] [DOI]
- , , , & (2016): Sharing wind power forecasts in electricity markets: A numerical analysis, Applied Energy 176, pp. 65-73 [DOI]
- , & (2016): Generation and evaluation of space-Time trajectories of photovoltaic power, Applied Energy 176, pp. 80-91 [PDF] [DOI]
- , , , & (2016): Adaptive robust polynomial regression for power curve modeling with application to wind power forecasting, Wind Energy 19(12), pp. 2321-2336 [DOI]
- , , & (2016): Integrated Bidding and Operating Strategies for Wind-Storage Systems, IEEE Transactions on Sustainable Energy 7(1), pp. 163-172 [DOI]
- , & (2016): Impact of Inter- and Intra-Regional Coordination in Markets With a Large Renewable Component, IEEE Transactions on Power Systems 31(6), pp. 5061-5070 [PDF] [DOI]
- & (2015): Foreword for the special section on wind and solar energy: uncovering and accommodating their impacts on electricity markets, IEEE Transactions on Power Systems 30(3), pp. 1557-1559 [PDF] [DOI]
- , , & (2015): Economic Dispatch of Demand Response Balancing through Asymmetric Block Offers, IEEE Transactions on Power Systems 31(4), pp. 2999-3007 [DOI]
Articles in conference proceedings
- , , & (2017): Exploiting Flexibility in Coupled Electricity and Natural Gas Markets: A Price-Based Approach, Proceedings of IEEE PES PowerTech Conference 2017 [PDF] [DOI]
- & (2017): Use cases for integrated electrical and thermal energy systems operation and control with a view on simulation tools, 2017 52nd International Universities Power Engineering Conference (UPEC), pp. 1-6 [DOI]
- & (2016): Impact of Renewable Energy Forecast Imperfections on Market-Clearing Outcomes, Proceedings of IEEE International Energy Conference 2016, pp. 1-6 [PDF] [DOI]
- , , & (2015): Stochastic Unit Commitment via Progressive Hedging – Extensive Analysis of Solution Methods, Proceedings of the IEEE PowerTech Conference 2015, pp. 1-6 [DOI]
- , , & (2015): Improving offering strategies for wind farms enhanced with storage capability, Proceedings of 2015 IEEE Eindhoven PowerTech, pp. 1-6 [PDF] [DOI]
- , , & (2015): Price-Maker Wind Power Producer Participating in a Joint Day-Ahead and Real-Time Market, Proceedings of 12th IEEE International Conference European Energy Market 2015, pp. 1-5 [PDF] [DOI]
- , , , & (2014): Regulating Power from Supermarket Refrigeration, Proceedings of the IEEE ISGT Europe 2014, pp. 1-6 [DOI]
Presentations and poster presentations
- , & (2016): Stochastic Integrated Market for Electric Power and Natural Gas Systems, Poster presented at 3rd General Consortium Meeting of CITIES project
- (2016): Using Strategic Energy Planning to develop and implement a 100 % Renewable Smart Energy System, Poster presented at 3rd General Consortium Meeting of CITIES project
Book chapters
- , , & (2020): Negotiation Approaches for Sharing Systems in Analytics for the Sharing Economy: Mathematics, Engineering and Business Perspectives, pp. 151-171 [DOI]
- , , , , & (2015): Integrated energy systems; aggregation, forecasting, and control in Hans Hvidtfeldt Larsen & Leif Sønderberg Petersen: DTU International Energy Report 2015, pp. 34-40 [PDF]
- , & (2015): Space-time trajectories of wind power generation: Parameterized precision matrices under a Gaussian copula approach in Anestis Antoniadis, Jean-Michel Poggi & Xavier Brossat: Modeling and Stochastic Learning for Forecasting in High Dimensions, pp. 267-296 [PDF] [DOI]
- , , , , & (2014): Wind resource assessment and wind power forecasting in Hans Hvidtfeldt Larsen & Leif Sønderberg Petersen: DTU International Energy Report 2014: Wind energy — drivers and barriers for higher shares of wind in the global power generation mix, pp. 72-78 [PDF]
Scientific reports
- , , , & (2014): Model Identification for Control of Display Units in Supermarket Refrigeration Systems, DTU Compute Technical Report 2014-02, Technical University of Denmark [PDF]
Ph.D. theses
- (2020): Classification and aggregation of energy components, DTU Electro, Technical University of Denmark, Ph.D. dissertation [PDF]
- (2018): Market-based Approaches for the Coordinated Operation of Electricity and Natural gas Systems, DTU Electro, Technical University of Denmark, Ph.D. dissertation [PDF]
- (2016): Approaches for Accommodating Demand Response in Operational Problems and Assessing its Value, Technical University of Denmark, Ph.D. dissertation [PDF]
WP5 – Forecasting and Control
Journal articles
- , , & (2022): Soft-linking of improved spatiotemporal capacity expansion model with a power flow analysis for increased integration of renewable energy sources into interconnected archipelago, Applied Energy 305, pp. 117855 [DOI]
- , , & (2021): Optimising Block Bids of District Heating Operators to the Day-Ahead Electricity Market using Stochastic Programming, Smart Energy 1 [PDF] [DOI]
- , , , , , & (2021): Characterisation of thermal energy dynamics of residential buildings with scarce data, Energy and Buildings 230, pp. 110530 [PDF] [DOI]
- , & (2021): An introduction to multivariate probabilistic forecast evaluation, Energy and AI 4, pp. 100058 [PDF] [DOI]
- , , & (2021): Dimensionality reduction in forecasting with temporal hierarchies, International Journal of Forecasting [PDF] [DOI]
- , , & (2021): Clustering Commercial and Industrial Load Patterns for Long-Term Energy Planning, Smart Energy accepted for publication
- , , , , & (2021): Heat load forecasting using adaptive temporal hierarchies, Applied Energy 292, pp. 116872 [PDF] [DOI]
- , , & (2021): On the value and potential of demand response in the smart island archipelago, Renewable Energy 176, pp. 153-168 [DOI]
- , , , & (2021): Renewable Energy Communities: Optimal sizing and distribution grid impact of photo-voltaics and battery storage, Applied Energy 301, pp. 117408 [PDF] [DOI]
- , , & (2020): Temporal hierarchies with autocorrelation for load forecasting, European Journal of Operational Research 280, pp. 876-888 [DOI]
- , , & (2020): Implementing flexibility into energy planning models: Soft-linking of a high-level energy planning model and a short-term operational model, Applied Energy 260 [PDF] [DOI]
- , , , & (2020): A Control-based Method to Meet TSO and DSO Ancillary Services Needs by Flexible End-Users, IEEE Transactions on Power Systems 35(3), pp. 1868 – 1880 [PDF] [DOI]
- , & (2020): Learning hidden Markov models with persistent states by penalizing jumps, Expert Systems with Applications 150 [DOI]
- , , , & (2020): Technical, economic and environmental optimization of district heating expansion in an urban agglomeration, Energy 197 [PDF] [DOI]
- , , & (2020): Prosumer Response Estimation Using SINDyc in Conjunction with Markov-Chain Monte-Carlo Sampling, Energies 13(12) [PDF] [DOI]
- , , & (2020): Unlocking energy flexibility of municipal wastewater aeration using predictive control to exploit price differences in power markets, Applied Energy 280, pp. 115965 [DOI]
- , , , , , , & (2020): Integrated model predictive control of water resource recovery facilities and sewer systems in a smart grid: example of full-scale implementation in Kolding, Water Science and Technology 81(8), pp. 1766-1777 [PDF] [DOI]
- , , , , , & (2020): Control of Heat Pumps with CO2 Emission Intensity Forecasts, Energies 13(11), pp. 2851 [PDF] [DOI]
- , , , , , , & (2020): Short-term forecasting of CO2 emission intensity in power grids by machine learning, Applied Energy 277, pp. 115527 [DOI]
- , , , & (2020): Semi-parametric modelling of sun position dependent solar gain using B-splines in grey-box models, Solar Energy 195, pp. 249-258 [PDF] [DOI]
- , , , & (2020): Method for Scalable and Automatised Thermal Building Performance Documentation and Screening, Energies 13(15), pp. 3866 [PDF] [DOI]
- , , , , & (2020): Stochastic nonlinear modelling and application of price-based energy flexibility, Applied Energy 275, pp. 115096 [PDF] [DOI]
- , , & (2019): Price-responsive model predictive control of floor heating systems for demand response using building thermal mass, Applied Thermal Engineering [DOI]
- , & (2019): Designing Individual Penalty Signals for Improved Energy Flexibility Utilisation, IFAC-PapersOnLine 52(4), pp. 123-128 [PDF] [DOI]
- , , & (2019): A novel bidding method for combined heat and power units in district heating systems, Energy Systems [PDF] [DOI]
- , , & (2019): Carbon dioxide-based occupancy estimation using stochastic differential equations, Applied Energy 236, pp. 32-41 [DOI]
- & (2019): District Cooling Versus Individual Cooling in Urban Energy Systems: The Impact of District Energy Share in Cities on the Optimal Storage Sizing, Energies 12(3) [PDF] [DOI]
- , , , & (2019): Long-term electricity load forecasting: Current and future trends, Utilities Policy 58, pp. 102-119 [DOI]
- , , & (2019): Frequency control of air conditioners in response to real-time dynamic electricity prices in smart grids, Applied Energy 242, pp. 92-106 [DOI]
- , , & (2018): Wind Power Forecasting Based on Echo State Networks and Long Short-Term Memory, Energies 11(3) [PDF] [DOI]
- , , , & (2018): Economic nonlinear MPC for a population of thermostatically controlled loads, Computer Science – Research and Development 33(1), pp. 157-167 [DOI]
- , , & (2018): Ancillary Services 4.0: A Top-to-Bottom Control-Based Approach for Solving Ancillary Services Problems in Smart Grids, IEEE Access 6, pp. 11694-11706 [PDF] [DOI]
- , , & (2018): Semi-dispatchable generation with wind-photovoltaic-fuel cell hybrid system to mitigate frequency disturbance, Electric Power Systems Research 165, pp. 60-67 [DOI]
- , , , , , & (2018): Characterizing the energy flexibility of buildings and districts, Applied Energy 225, pp. 175-82 [PDF] [DOI]
- , , , & (2018): Consumers’ Flexibility Estimation at the TSO Level for Balancing Services, IEEE Transactions on Power Systems [PDF] [DOI]
- , & (2018): Nonlinear Model Predictive Control for Stochastic Differential Equation Systems, IFAC-PapersOnLine 51(20), pp. 430-435 [DOI]
- , , & (2018): Operational Planning and Bidding for District Heating Systems with Uncertain Renewable Energy Production, Energies 11(12) [PDF] [DOI]
- , , , & (2017): Leveraging stochastic differential equations for probabilistic forecasting of wind power using a dynamic power curve, Wind Energy 20(1), pp. 33-44 [DOI]
- , , , , , , , & (2017): Harnessing Flexibility from Hot and Cold: Heat Storage and Hybrid Systems Can Play a Major Role, IEEE Power and Energy Magazine 15(1), pp. 25-33 [DOI]
- , , & (2017): Stochastic model of wind-fuel cell for a semi-dispatchable power generation, Applied Energy 193, pp. 139-148 [DOI]
- (2017): Working towards a fossil-free future, Impact 5(3), pp. 17-19 [PDF] [DOI]
- , & (2017): Online short-term forecast of greenhouse heat load using a weather forecast service, Applied Energy 205, pp. 1298-1310 [DOI]
- , & (2017): A Thermodynamic Library for Simulation and Optimization of Dynamic Processes, IFAC-PapersOnLine 50(1), pp. 3542-3547 [PDF] [DOI]
- , , & (2017): An algorithm for gradient-based dynamic optimization of UV flash processes, Computers & Chemical Engineering [DOI]
- , , , , & (2016): Load forecasting of supermarket refrigeration, Applied Energy 163(Februar 2016), pp. 32-40 [DOI]
- , , & (2016): Short-term Probabilistic Forecasting of Wind Speed Using Stochastic Differential Equations, International Journal of Forecasting 32(3), pp. 981-990 [DOI]
- , , , & (2016): Economic valuation of heat pumps and electric boilers in the Danish energy system, Applied Energy 167, pp. 189-200 [DOI]
- , , , & (2016): Distributed Model Predictive Control for Smart Energy Systems, IEEE Transactions on Smart Grid 7(3), pp. 1675-1682 [DOI]
- , , & (2016): Non-parametric method for separating domestic hot water heating spikes and space heating, Energy and Buildings 130, pp. 107-112 [DOI]
- , , , , & (2016): Hidden Markov Models for indirect classification of occupant behaviour, Sustainable Cities and Society 27, pp. 83-98 [DOI]
- , , & (2016): A Data-Driven Bidding Model for a Cluster of Price-Responsive Consumers of Electricity, IEEE Transactions on Power Systems 31(6), pp. 5001-5011 [DOI]
- , & (2016): A Hierarchical Algorithm for Integrated Scheduling and Control With Applications to Power Systems, IEEE Transactions on Control Systems Technology 25(2), pp. 590-599 [DOI]
- , , & (2015): Economic Dispatch of Demand Response Balancing through Asymmetric Block Offers, IEEE Transactions on Power Systems 31(4), pp. 2999-3007 [DOI]
- , & (2015): Consumption management in the Nord Pool region: A stability analysis, Applied Energy 146, pp. 239-246 [DOI]
- , , & (2015): Temporal knowledge discovery in big BAS data for building energy management, Energy and Buildings 109(December), pp. 75-89 [DOI]
- , , , & (2015): A Homogeneous and Self-Dual Interior-Point Linear Programming Algorithm for Economic Model Predictive Control, IEEE Transactions on Automatic Control 61(8), pp. 2226-2231 [DOI]
- , , , & (2015): Contingency-Constrained Unit Commitmentin Meshed Isolated Power Systems, IEEE Transactions on Power Systems 31(5), pp. 3516-3526 [DOI]
- , & (2015): Decision Support Tools for Electricity Retailers, Wind Power and CHP Plants Using Probabilistic Forecasts, International Journal of Sustainable Energy Planning and Management 7, pp. 19-36 [PDF] [DOI]
- , , , , & (2014): A Dantzig-Wolfe decomposition algorithm for linear economic model predictive control of dynamically decoupled subsystems, Journal of Process Control 24(8), pp. 1225-1236 [DOI]
Articles in conference proceedings
- , , , , & (2021): Non-linear Model Predictive Control for Smart Heating of Buildings, Proceedings of Cold Climate HVAC & Energy 2021 [PDF]
- , , , & (2020): Data-driven Nonlinear Prediction Model for Price Signals in Demand Response Programs, Proceedings of Probabilistic Methods Applied to Power Systems 2020 [PDF]
- , , , , , & (2019): Room-level Occupancy Simulation Model for Private Households, Journal of Physics: Conference Series (Online) [PDF]
- , , , , & (2019): Analysis of rebound effect modelling for flexible electrical consumers, I F A C Workshop Series, pp. 6-11 [PDF] [DOI]
- , , & (2019): Flexible Control of Wastewater Aeration for Cost-Efficient, Sustainable Treatment, IFAC Workshop on Control of Smart Grid and Renewable Energy Systems [PDF]
- , , , , & (2019): CO2-based grey-box model to estimate airflow rate and room occupancy, Proceedings of 13th REHVA World Congress [PDF] [DOI]
- , , , , , & (2019): Model Predictive Control of Stochastic Wastewater Treatment Process for Smart Power, Cost-Effective Aeration, Proceedings of Dycops 2019 [PDF]
- , , , & (2019): Economic Model Predictive Control for Energy Systems in Smart Homes, Proceedings of 2019 IEEE Conference on Control Technology and Applications, pp. 598-604 [DOI]
- , , & (2018): Utilizing flexibility resources in the future power system operation: Alternative approaches, Proceedings of 2018 IEEE International Energy Conference [DOI]
- , , , , & (2017): Economic MPC based on an LPV model for thermostatically controlled loads, Proceedings of the International Siberian Conference on Control and Communications (SIBCON-2017) [DOI]
- , , & (2017): A Stochastic Method to Manage Delay and Missing Values for In-Situ Sensors in an Alternating Activated Sludge Process, Proceedings of the 12th IWA Specialized Conference on Instrumentation, Control & Automation
- , & (2017): An efficient and rigorous thermodynamic library and optimal-control of a cryogenic air separation unit, 27th European Symposium on Computer Aided Process Engineering, pp. 1543-1548 [DOI]
- , & (2016): Application of Economic MPC to Frequency Control in a Single-Area, Proceedings of the 54th IEEE Conference on Decision and Control (CDC 2015), pp. 2635-2642 [PDF] [DOI]
- , , & (2015): A novel tuning approach for offset-free MPC, Proceedings of the European Control Conference (ECC 2015), pp. 545-550 [DOI]
- & (2015): MPC Related Computational Capabilities of ARMv7A Processors, Proceedings of the European Control Conference (ECC 2015), pp. 3414-3421 [DOI]
- , , , , & (2014): Evaluation of Dynamical Downscaling Resolution Effect on Wind Energy Forecast Value for a Wind Farm in Central Sweden, Proceedings of the 3rd International Lund Regional-Scale Climate Modelling Workshop: 21st Century Challenges in Regional Climate Modelling, pp. 282-283 [PDF]
- , , & (2014): A Mean-Variance Criterion for Economic Model Predictive Control of Stochastic Linear Systems, Proceedings of the 53rd IEEE Conference on Decision and Control (CDC 2014), pp. 5907-5914 [DOI]
- , , & (2014): A Decomposition Algorithm for Mean-Variance Economic Model Predictive Control of Stochastic Linear Systems, Proceedings of the IEEE International Symposium on Intelligent Control (ISIC 2014), pp. 1086-1093 [DOI]
- , , & (2014): Efficient Implementation of Solvers for Linear Model Predictive Control on Embedded Devices, Proceedings of 2014 IEEE International Conference on Control Applications (CCA), pp. 1954-1959 [DOI]
- , , & (2014): A tuning approach for offset-free MPC with conditional reference adaptation, Proceedings of the 19th IFAC World Congress, pp. 3062-3067 [DOI]
- , & (2014): A Reduced Dantzig-Wolfe Decomposition for a Suboptimal Linear MPC, Proceedings of the 19th IFAC World Congress 2014, pp. 2207-2212 [DOI]
- , & (2014): A Family of High-Performance Solvers for Linear Model Predictive Control, Proceedings of the 19th IFAC World Congress 2014, pp. 3074-3079 [DOI]
- , , & (2014): High-performance small-scale solvers for linear Model Predictive Control, Proceedings of European Control Conference (ECC) 2014, pp. 128-133 [DOI]
- , & (2014): Robust Management of Combined Heat and Power Systems via Linear Decision Rules, Proceedings of IEEE International Energy Conference (ENERGYCON 2014), pp. 479-486 [DOI]
- , , , & (2014): Regulating Power from Supermarket Refrigeration, Proceedings of the IEEE ISGT Europe 2014, pp. 1-6 [DOI]
- , , & (2014): Input-constrained model predictive control via the alternating direction method of multipliers, Proceedings of the European Control Conference (ECC 2014), pp. 115-120 [DOI]
Presentations and poster presentations
- , , , , , , & (2020): Simulation of NMPC for a Laboratory Adiabatic CSTR with an Exothermic Reaction, Presentation at European Control Conference (ECC 2020)
- , , , , , & (2020): Nonlinear Model Predictive Control for an Exothermic Reaction in an Adiabatic CSTR, Presentation at 2020 Advances in Control & Optimization of Dynamical Systems (ACODS 2020)
- , , , , & (2019): Demand response in district heating systems: on operational and capital savings potential, Presentation at 5th International Conference on Smart Energy Systems [PDF]
- , , & (2017): Biomass Supply Planning for Combined Heat and Power Plants using Stochastic Programming, Presentation at International Conference on Operations Research 2017 [PDF]
- , , & (2017): Stochastic Programming for Fuel Supply Planning of Combined Heat and Power Plants, Presentation at INFORMS Annual Meeting 2017, Houston, United States [PDF]
- , , & (2017): Decision-making Under Uncertainty for Fuel Contracting of Combined Heat and Power Plants, Presentation at European Conference on Stochastic Optimization, Rome, Italy
- , , & (2017): Decision-making under uncertainty to support the planning of biomass supply, Presentation at 21st Conference of the International Federation of Operational Research Societies
- , & (2016): Smart-Energy Operating-System – A Framework for Implementing Flexible Electric Energy Systems in Smart Cities, Presentation at DTU ATV Sustain Conference 2016
- , , , , , & (2015): Limited area forecasting for wind energy scheduling, Poster presented at UCD Energy Institute and Electricity Research Centre Annual Symposium
- , , & (2014): CITIES: Centre for IT-Intelligent Energy Systems in Cities, Presentation at European Meetings on Cybernetics and Systems Research 2014 (EMCSR 2014)
Book chapters
- , , , , , , , , , , , , , , , , , , , , , , , , , , , & (2019): Lad vand og data strømme [PDF]
- , , , , , & (2015): Control of Electricity Loads in Future Electric Energy Systems in Antonio J. Conejo, Erik Dahlquist & Jinyue Yan: Handbook of Clean Energy Systems, pp. [DOI]
- , , , , & (2015): Integrated energy systems; aggregation, forecasting, and control in Hans Hvidtfeldt Larsen & Leif Sønderberg Petersen: DTU International Energy Report 2015, pp. 34-40 [PDF]
- , & (2015): Space-time trajectories of wind power generation: Parameterized precision matrices under a Gaussian copula approach in Anestis Antoniadis, Jean-Michel Poggi & Xavier Brossat: Modeling and Stochastic Learning for Forecasting in High Dimensions, pp. 267-296 [PDF] [DOI]
- , , , , & (2014): Wind resource assessment and wind power forecasting in Hans Hvidtfeldt Larsen & Leif Sønderberg Petersen: DTU International Energy Report 2014: Wind energy — drivers and barriers for higher shares of wind in the global power generation mix, pp. 72-78 [PDF]
Scientific reports
- , , , & (2017): Heating of indoor swimming pools by solar thermal collectors in summerhouses in Denmark, DTU Byg Sagsrapport; No. R-366, Technical University of Denmark, Department of Civil Engineering [PDF]
- , & (2017): Implementation of advanced process control on the four tank pilot plant, DTU Compute-Technical Report-2017, Vol. 02, Technical University of Denmark, Technical University of Denmark (DTU) [PDF]
- , , & (2017): Adiabatic continuous stirred tank reactor, DTU Compute-Technical Report-2017, Vol. 12, Technical University of Denmark, DTU Compute [PDF]
- , , & (2016): An open-source thermodynamic software library, Technical University of Denmark (DTU Compute-Technical Report-2016; No. 12), Technical University of Denmark (DTU) [PDF]
- , , , & (2014): Model Identification for Control of Display Units in Supermarket Refrigeration Systems, DTU Compute Technical Report 2014-02, Technical University of Denmark [PDF]
- , , & (2013): Inhomogeneous Markov Models for Describing Driving Patterns, Technical University of Denmark [PDF]
Ph.D. theses
- (2021): Efficient Operation of Energy Grids, DTU Compute, Technical University of Denmark, Ph.D. dissertation
- (2019): Characterisation and Integration of Energy Flexibility through Stochastic Modelling and Control, DTU Compute, Technical University of Denmark, Ph.D. dissertation [PDF]
- (2016): Methods and Algorithms for Economic MPC in Power Production Planning, Technical University of Denmark, Ph.D. dissertation [PDF]
- (2016): Algorithms and Methods for High-Performance Model Predictive Control, Technical University of Denmark, Ph.D. dissertation [PDF]
- (2016): Approaches for Accommodating Demand Response in Operational Problems and Assessing its Value, Technical University of Denmark, Ph.D. dissertation [PDF]
- (2015): Economic Model Predictive Control for Large-Scale and Distributed Energy Systems, Technical University of Denmark, Ph.D. dissertation [PDF]
WP6 – Simulation and Planning
Journal articles
- , , , , , , , & (2020): Smart energy cities in a 100% renewable energy context, Renewable and Sustainable Energy Reviews 129, pp. 109922 [PDF] [DOI]
- , , & (2020): Too complicated and impractical? An exploratory study on the role of energy system models in municipal decision-making processes in Denmark, Energy Research & Social Science 70, pp. 101673 [PDF] [DOI]
- (2019): How municipalities act under the new paradigm for energy planning, Sustainable Cities and Society 47
- & (2019): A comprehensive framework for strategic energy planning based on Danish and international insights, Energy Strategy Reviews 24, pp. 83-93 [PDF]
- , & (2019): Implementing cleaner heating solutions towards a future low-carbon scenario in Ireland, Journal of cleaner production 214, pp. 377-388
- , & (2018): Barriers and Recommendations to Innovative Ownership Models for Wind Power, Energies 11(10) [PDF] [DOI]
- & (2017): Cross-border versus cross-sector interconnectivity in renewable energy systems, Energy 124, pp. 492-501 [DOI]
- , , , , , & (2017): Simulation versus Optimisation: Theoretical Positions in Energy System Modelling, Energies 10(7), pp. 840 [PDF] [DOI]
- & (2016): Roles of local and national energy systems in the integration of renewable energy, Applied Energy 183, pp. 419-429 [DOI]
- & (2015): Energy saving synergies in national energy systems, Energy Conversion and Management 103, pp. 259-265 [DOI]
- , , , , , & (2014): Heat Saving Strategies in Sustainable Smart Energy Systems, International Journal of Sustainable Energy Planning and Management 4, pp. 1-15 [PDF] [DOI]
Articles in conference proceedings
- , , , & (2015): Heat Roadmap Europe: Balancing heat supply and heat savings for various European countries, Proceedings of the 10th Dubrovnik Conference for Sustainable Development of Energy, Water and Environment Systems
- (2014): How to Establish Local Renewable Energy Scenarios in the Context of National Energy Systems, Proceedings of the 7th International Conference on Sustainable Energy and Environmental Protection, pp. 1-6 [PDF]
Presentations and poster presentations
- (2015): Multiple Energy System Analysis of Smart Energy Systems, Presentation at International Conference on Smart Energy Systems and 4th Generation District Heating
- (2015): Smart Cities and National Energy Systems, Presentation at 10th Conference on Sustainable Development of Energy, Water and Environment Systems [PDF]
Scientific reports
- , , , , , , & (2016): Future Green Buildings: A Key to Cost-Effective Sustainable Energy Systems, Department of Development and Planning, Aalborg University [PDF]
- , , , , , , , , , , , & (2015): IDA´s Energy Vision 2050: A Smart Energy System strategy for 100% renewable Denmark, Department of Development and Planning, Aalborg University [PDF]
- , , , , , & (2014): Heat Saving Strategies in Sustainable Smart Energy Systems, Department of Development and Planning, Aalborg Universitet [PDF]
Ph.D. theses
- (2019): Coordinated planning for renewable smart energy systems: How strategic energy planning could help meet local and national goals, Department of PlanningThe Technical Faculty of IT and DesignSustainable Energy Planning Research Group, Aalborg University, Ph.D. dissertation [PDF]
- (2017): Contextual Aspects of Smart City Energy Systems Analysis: Methodology and Tools, Aalborg University, Ph.D. dissertation [PDF]
WP7 – Decision-making and Support Systems
Journal articles
- , , & (2022): Soft-linking of improved spatiotemporal capacity expansion model with a power flow analysis for increased integration of renewable energy sources into interconnected archipelago, Applied Energy 305, pp. 117855 [DOI]
- , , & (2021): Optimising Block Bids of District Heating Operators to the Day-Ahead Electricity Market using Stochastic Programming, Smart Energy 1 [PDF] [DOI]
- , , , , & (2021): Heat load forecasting using adaptive temporal hierarchies, Applied Energy 292, pp. 116872 [PDF] [DOI]
- , , & (2021): On the value and potential of demand response in the smart island archipelago, Renewable Energy 176, pp. 153-168 [DOI]
- , , , & (2021): Renewable Energy Communities: Optimal sizing and distribution grid impact of photo-voltaics and battery storage, Applied Energy 301, pp. 117408 [PDF] [DOI]
- , , & (2020): Implementing flexibility into energy planning models: Soft-linking of a high-level energy planning model and a short-term operational model, Applied Energy 260 [PDF] [DOI]
- , , , & (2020): Technical, economic and environmental optimization of district heating expansion in an urban agglomeration, Energy 197 [PDF] [DOI]
- , , & (2020): A two-phase stochastic programming approach to biomass supply planning for combined heat and power plants, OR Spectrum [PDF] [DOI]
- , , & (2020): Prosumer Response Estimation Using SINDyc in Conjunction with Markov-Chain Monte-Carlo Sampling, Energies 13(12) [PDF] [DOI]
- , , & (2019): A novel bidding method for combined heat and power units in district heating systems, Energy Systems [PDF] [DOI]
- , , & (2019): Load Frequency Control in Microgrids using target adjusted Model Predictive Control, I E T Renewable Power Generation 14(1) [PDF] [DOI]
- , , , , , & (2019): Model predictive control of stochastic wastewater treatment process for smart power, cost-effective aeration, IFAC-PapersOnLine 52(1), pp. 622-627 [PDF] [DOI]
- , , & (2019): Supporting power balance in Microgrids with Uncertain Production using Electric Vehicles and Indirect Control, IFAC-PapersOnLine 52(4), pp. 371-376 [PDF] [DOI]
- , , & (2018): Operational Planning and Bidding for District Heating Systems with Uncertain Renewable Energy Production, Energies 11(12) [PDF] [DOI]
- , , , & (2017): Leveraging stochastic differential equations for probabilistic forecasting of wind power using a dynamic power curve, Wind Energy 20(1), pp. 33-44 [DOI]
- & (2017): An Efficient Robust Solution to the Two-Stage Stochastic Unit Commitment Problem, IEEE Transactions on Power Systems 32(6), pp. 4477-4488 [PDF] [DOI]
- , , & (2016): Short-term Probabilistic Forecasting of Wind Speed Using Stochastic Differential Equations, International Journal of Forecasting 32(3), pp. 981-990 [DOI]
- & (2016): Capacity expansion of stochastic power generation under two-stage electricity markets, Computers & Operations Research 70, pp. 101-114 [DOI]
- , , , & (2016): Economic valuation of heat pumps and electric boilers in the Danish energy system, Applied Energy 167, pp. 189-200 [DOI]
- , & (2016): Commitment and dispatch of heat and power units via affinely adjustable robust optimization, Computers & Operations Research 75, pp. 191-201 [DOI]
- , , & (2016): A Data-Driven Bidding Model for a Cluster of Price-Responsive Consumers of Electricity, IEEE Transactions on Power Systems 31(6), pp. 5001-5011 [DOI]
- , & (2016): Impact of Inter- and Intra-Regional Coordination in Markets With a Large Renewable Component, IEEE Transactions on Power Systems 31(6), pp. 5061-5070 [PDF] [DOI]
- , , , , & (2016): Integration of large-scale heat pumps in the district heating systems of Greater Copenhagen, Energy 107, pp. 321-334 [DOI]
- , & (2015): Intraday Trading of Wind Energy, IEEE Transactions on Power Systems 30(6), pp. 3181-3189 [DOI]
- , & (2015): Impact of forecast errors on expansion planning of power systems with a renewables target, European Journal of Operational Research 248(3), pp. 1113-1122 [DOI]
- , , & (2015): Operational Strategies for a Portfolio of Wind Farms and CHP Plants in a Two-Price Balancing Market, IEEE Transactions on Power Systems 31(3), pp. 2182-2191 [DOI]
- , , , & (2015): Dynamic multi-stage dispatch of isolated wind–diesel power systems, Energy Conversion and Management 103, pp. 605-615 [DOI]
- , & (2015): Decision Support Tools for Electricity Retailers, Wind Power and CHP Plants Using Probabilistic Forecasts, International Journal of Sustainable Energy Planning and Management 7, pp. 19-36 [PDF] [DOI]
Articles in conference proceedings
- , , , , & (2019): Analysis of rebound effect modelling for flexible electrical consumers, I F A C Workshop Series, pp. 6-11 [PDF] [DOI]
- , , & (2018): Utilizing flexibility in Microgrids using Model Predictive Control, Proceedings of Mediterranean Conference on Power Generation, Transmission, Distribution and Energy Conversion [PDF] [DOI]
- , , & (2015): Stochastic Unit Commitment via Progressive Hedging – Extensive Analysis of Solution Methods, Proceedings of the IEEE PowerTech Conference 2015, pp. 1-6 [DOI]
- , & (2014): Robust Management of Combined Heat and Power Systems via Linear Decision Rules, Proceedings of IEEE International Energy Conference (ENERGYCON 2014), pp. 479-486 [DOI]
Presentations and poster presentations
- , , & (2020): An advanced optimization-based bidding method for district heating providers considering uncertainty and block bids, Presentation at 6th International Conference on Smart Energy Systems
- , , & (2018): A novel bidding method for combined heat and power units in district heating systems, Presentation at 4th International Conference on Smart Energy Systems and 4th Generation District Heating [PDF]
- , , & (2018): A novel optimization-based bidding method for combined heat and power units in district heating systems, Presentation at International Conference on Operations Research 2018
- , , , & (2018): Optimal Short-term Operation of Combined Heat and Power Plants Using Different Operation Modes, Presentation at INFORMS Annual Meeting 2018
- , , & (2017): Biomass Supply Planning for Combined Heat and Power Plants using Stochastic Programming, Presentation at International Conference on Operations Research 2017 [PDF]
- , , & (2017): Stochastic Programming for Fuel Supply Planning of Combined Heat and Power Plants, Presentation at INFORMS Annual Meeting 2017, Houston, United States [PDF]
- , , & (2017): Decision-making Under Uncertainty for Fuel Contracting of Combined Heat and Power Plants, Presentation at European Conference on Stochastic Optimization, Rome, Italy
- & (2017): An Efficient Robust Solution to the Two-Stage Stochastic Unit Commitment Problem, Presentation at Symposia on Mathematical Techniques Applied to Data Analysis and Processing (SMATAD), Málaga, Spain [PDF]
- , , & (2017): Decision-making under uncertainty to support the planning of biomass supply, Presentation at 21st Conference of the International Federation of Operational Research Societies
- , & (2016): Stochastic Integrated Market for Electric Power and Natural Gas Systems, Poster presented at 3rd General Consortium Meeting of CITIES project
Book chapters
- , , , , & (2014): Wind resource assessment and wind power forecasting in Hans Hvidtfeldt Larsen & Leif Sønderberg Petersen: DTU International Energy Report 2014: Wind energy — drivers and barriers for higher shares of wind in the global power generation mix, pp. 72-78 [PDF]
Scientific reports
- , , & (2013): Inhomogeneous Markov Models for Describing Driving Patterns, Technical University of Denmark [PDF]
Ph.D. theses
- (2021): Efficient Operation of Energy Grids, DTU Compute, Technical University of Denmark, Ph.D. dissertation
- (2019): Decision-making Under Uncertainty for the Operation of Integrated Energy Systems, DTU Compute, Technical University of Denmark, Ph.D. dissertation [PDF]
Partner publications
Journal articles
- & (2019): Complementarities of Supply and Demand Sides in Integrated Energy Systems, IEEE Transactions on Smart Grid 10(1), pp. 1156-1165 [DOI]
- , & (2016): Electricity, gas, heat integration via residential hybrid heating technologies – An investment model assessment, Energy 109, pp. 906-919 [DOI]
Presentations and poster presentations
- (2016): Residential Space Heat Electrification in a System with High Penetration of Wind – A Planning Analysis, Presentation at Energy Centre Research Seminar, University of Auckland
- (2016): Smart integration of future domestic heaters in energy systems with high shares of variable renewables – An investment model assessment, Presentation at Energy Centre Research Symposium, University of Auckland
- (2016): Planning tools for integrated energy systems – New energy paradigms, modelling challenges & personal endeavours, Presentation at 3rd General Consortium Meeting of CITIES project
- (2016): Electricity, gas, heat integration via residential hybrid heating technologies, Poster presented at 3rd General Consortium Meeting of CITIES project
- (2016): Status of European Energy Research Alliance Joint Programme in Energy Systems Integration and International Institute of Energy Systems Integration, Presentation at 3rd General Consortium Meeting of CITIES project
- & (2014): Parametric City Scale Energy Modeling Perspectives on using Termite in city scaled models, Poster presented at International Energy Systems Integration European Workshop 2014
- (2014): Quantifying the impact – Can the design of the study affect the results?, Poster presented at 1st General Consortium Meeting of CITIES project
- (2014): What is a city?, Poster presented at 1st General Consortium Meeting of CITIES project
Scientific reports
- (2020): Nettariffer for Fremtiden, CITIES [PDF]
- (2019): Energiafgifter for fremtiden, CITIES [PDF]
- (2019): Testzoner for Udvikling og Afprøvning af Fremtidens Energisystem og Rammebetingelser (regulatoriske frizoner), CITIES [PDF]
- , , , , , , , , , & (2016): Energy Systems Integration:Defining and Describing theValue Proposition, NREL/TP-5D00-66616, NREL [PDF]
- , , , , , , & (2015): Thermal Performance Characterization using Time Series Data – IEA EBC Annex 58 Guidelines, DTU Compute-Technical Report-2015; No. 8, Technical University of Denmark, Technical University of Denmark (DTU) [PDF]
Past events
Workshops
CITIES workshops are a framework for deeper discussions on specific issues and topics in the area of integrated energy systems. Furthermore, they facilitate the interaction across work packages and with external experts in the field.
JOIN the summer school 2022, August 15-19: Time Series Analysis – with a focus on modelling and forecasting in energy systems
Previous workshops
- WEBINAR Towards large scale integration; Energy islands and energy flexibility – June 22, 2021.
- WEBINAR: Accelerating the green transition using AI and energy system integration – December 8, 2020
- Energy Webinar on System Integration and Energy Conversion, October 29, 2020 – 2 PM-4 PM – CET
- Webinar: Data-Driven Technologies for Energy Efficiency and Flexibility – August 12, 2020
- Self-learning district heating systems (Gate21) on March 5, 2020
- Internal workshop for district heating plants in Cities focusing on value creation from measurements and data. On November 6, Fjernvarmens Hus in Kolding.
- Documents: WORKSHOP ON PV-THERMAL SYSTEMS – Kgs. Lyngby, Denmark – October 9, 2019. Hosted by IEA TASK 60 and CITIES
- Documents from 100% CLIMATE NEUTRALITY, Sonderborg – videos and pdf
- CITIES workshop in Zagreb – Data intelligent operation of DHC – April 3rd-4th 2019
- ISGAN Annex 7 seminar – co-organized by CITIES and Flex4RES in Copenhagen, October 22nd 2018
- CITIES / UNEP-DTU workshop – “Smart Low Carbon Regions” in Copenhagen, August 19th 2018
- CITIES / Inno-SE workshop – “Energy storage systems in a life cycle perspective” in Copenhagen, August 30th 2018
- EERA ESI JP / ESIG / CITIES workshop – “How to get a 100% renewable energy system?” in Copenhagen, May 24th 2018
- CITIES-Seminar on “Building Simulation and Energy Flexible Buildings in a smart cities context” at DTU, April 23rd 2018
- CITIES workshop: Integration of prosumer buildings in energy systems at DTU, April 6th 2018
- “Smart low-carbon city seminar and workshop” in Indonesia, March 21st 2018
- CITIES/FutureGas Joint Seminar: Modeling and Optimization of Integrated Energy Systems – DTU Elektro, December 15th 2017
- ISGAN Smart Grid Transitions seminar on “Smart Grid Transitions – System Solutions and Consumer Behaviour in Buildings” at DTU – August 23rd 2017
- Joint FutureGas-CITIES-InnoSE gas workshop – April 3rd 2017
- Smart Sustainable Cities seminar – February 6th-7th 2017
- CITIES Workshop on “Long-term Ideal Electricity Markets Setup” at DTU – January 25th 2017
- CITIES Workshop on “Value creation by use of smart city data” – January 12th 2017
- CITIES and EU EERA JP Energy Systems Integration Workshop on Modelling, Forecasting, Aggregation and Control – DTU, November 2nd-4th 2016
- Model Predictive Control – DTU, March 21st 2016
- Inno-SE, CITIES and 4DH workshop – Grøn Energi (Dansk Fjernvarme), January 18th 2016
- Modelling energy supply and demand in the CITIES project – Energinet.dk, November 25th 2015
- CITIES Korean International Workshop – KIER, Daejeon, Korea, October 22nd 2015
- Workshop on Mathematical Sciences Collaboration in Energy Systems Integration – DTU, September 24-25th 2015
- “Flexibility and Buildings” Workshop – DTU, September 7th 2015
- Nordic Cities Workshop – Copenhagen, September 1st-2nd 2015
- CITIES & ProjectZero joint Sønderborg Workshop – March 12th 2015
- Workshop: Modeling and Optimization of Heat and Power Systems – DTU, January 12th 2015
- Workshop at Grundfos – December 8th 2014
- Cost Wire and CITIES Workshop June 2014 Roskilde, Denmark
- iiESI Workshop on Energy Systems Integration (ESI) May 27-28th 2014 (Copenhagen)
Consortium meetings
2019
The sixth annual consortium meeting – CITIES at the conference 100% Climate Neutrality in Sonderborg, DK on the 1st and 2nd October 2019.
2018
The fifth annual consortium meeting took place at Energinet in Fredericia on 20th and 21st September 2018.
2017
The fourth consortium meeting took place at the Danish Technological Institute (DTI) in Aarhus on 30th and 31st May 2017.
2016
The third consortium meeting took place at DTU on the 24th and 25th of May 2016.
2015
The second consortium meeting took place at DTU on the 26th and 27th of May 2015.
2014
Consortium meeting for CITIES, 26th – 27th May 2014 at DTU Lyngby Campus, Denmark
PhD/Postdoc & Summer schools
Previous summer and winter schools:
- The summer school 2021, August 23-27: Time Series Analysis – with a focus on modelling and forecasting in energy systems
- Renewable Energy Forecasting Summer School, Rio de Janeiro, November 2-5, 2020 – virtual
- Time Series Analysis – with a focus on modelling and forecasting in energy systems – Date: August 24-28, 2020, DTU, Denmark
- Summer School at DTU, Lyngby, Denmark: Time Series Analysis – with a focus on Modelling and Forecasting in Energy Systems – August 26th-30st, 2019
- Summer school at DTU, Lyngby, Denmark on “Time Series Analysis – with a focus on modelling and forecasting in energy systems” – August 27th-31st, 2018
- Summer School at DTU, Lyngby, Denmark – July 4th-8th 2016
- Summer School – Granada, Spain, June 19th-24th 2016
- Summer School at DTU, Lyngby, Denmark – June 22nd-26th 2015
- Summer School in “Energy Systems Integration 101” – Leuven, Belgium, May 18th-22nd 2015
- Winter school: “Integrated Approaches to Energy Systems” – EPFL, February 2nd-13th, 2015
- Summer School in “Building Energy Modelling” – Leuven, Belgium, 1-5 Sept 2014
- CITIES Summer School 21-25 July 2014
Presentations - talks
| Date | Presenter | Event | Link and information |
|---|---|---|---|
November, 10, 2020 November 10, 2020 November 9, 2020 | Tilman Weckesser, Consultant, Danish Energy Peter Stentoft, Data Scientist and software developer Peter Rathje, CEO, ProjectZero, Sønderborg, DK | Green Digitalization Green Digitalization CITIES final conference | PDF: Impact of Energy Communities on Distribution Grids PDF: Smart Control of Wastewater Treatment Aeration |
November 9, 2020 | Shmuel Oren, Professor, University of Berkeley, California, US and Niclas Brok, PhD student, DTU Compute | CITIES final conference | PDF: Market Based Mechanisms for Mobilizing Electric Demand Flexibility |
November 9, 2020 | Ben Kroposki, Director, National Renewable Energy Lab, NREL, Colorado, US | CITIES final conference | |
November 9, 2020 | Carsten S. Kallesøe, Chief ing., Grundfos and Rune G. Junker, Postdoc at DTU Compute | CITIES final conference | PDF: Flexibility concepts in practice; case study on water towers |
November 9, 2020 | John Bagterp Jørgensen, Professor at DTU Compute and Work Package Manager on CITIES | CITIES final conference | |
November 9, 2020 | Karl Sperling, Associate Professor and Work Package Manager on CITIES, Jakob Zinck and Louise Krog Elmegaard Mouritsen, Post Doc, Department for Development and Planning at Aalborg University | CITIES final conference | PDF: Simulation and planning for the future smart energy system |
November 9, 2020 | Dominik Franjo Dominkovic, Postdoc at DTU Compute | CITIES final conference | |
November 9, 2020 | Per Sieverts Nielsen, Senior Researcher at DTU Management, Xiufeng Liu, Senior Researcher at DTU Management & Adam Brun from Aarhus School of Marine and Technical Engineering | CITIES final conference | |
November 9, 2020 | Carsten Rode, Professor at DTU Byg and Work Package Manager on CITIES & Christoffer Rasmussen, PhD at DTU Compute | CITIES final conference | PDF: Data-driven methods for characterizing the dynamics of buildings |
November 9, 2020 | Suggestions for new energy taxes and net tariffs (reports from CITIES Task Force group) Nina Detlefsen, Chief Analyst, Green Energy, Danish District Heating Association and Jan Hvidbjerg, Lead Analyst, Ørsted | CITIES final conference | PDF: Suggestions for new energy taxes and net tariffs (reports from CITIES Task Force group) |
November 9, 2020 | Giulia de Zotti, Energy Advisor at Danish Energy Agency / Postdoc at DTU Compute | CITIES final conference | PDF: Leveraging consumers’ flexibility for the provision of ancillary services |
November 9, 2020 | Daniela Guericke, Assistant Professor at DTU Compute, Work Package Manager on CITIES & Anders Andersen, CTO at EMD International | CITIES final conference | PDF: Methods for optimal operation and market participation of district heating systems |
November 9, 2020 | Pierre Pinson, Professor, DTU Elektro and Work Package Manager at CITIES | CITIES final conference | |
November 9, 2020 | Jong-Bae Park, Professor and Head of Research Center for Innovative Electricity Market Technology, Konkuk University, Korea | CITIES final conference | |
November 9, 2020 | Henrik Madsen, Professor at DTU Compute, Project Manager, CITIES | CITIES final conference | PDF: Achievements and recommendations |
November 9, 2020 | Olivier Corradi, CEO at Tomorrow
| CITIES final conference | |
| September 21, 2020 | Henrik Madsen | Presentation in the Danish parliament: Consultation in the Climate, Energy and Supply Committee on smart energy systems) | |
| September 21, 2020 | Peder Bacher | Presentation at Dansk Fjernvarme | Digitalisering af fjernvarmen, viden fra CITIES-projektet og konkret anvendelse |
| August 2020 | Giulia De Zotti | Presentation from PMAPS2020 (Bruxelles, 18-21 August 2020 - the 16th International Conference on Probabilistic Methods Applied to Power Systems) | Data-driven Non linear Prediction Model for Price Signals in Demand Response Programs |
| August 2020 | Henrik Madsen | Lecture from PMAPS 2020 (the 16th International Conference on Probabilistic Methods Applied to Power Systems) | Probabilistic Forecasting for System Operators in a Low-Carbon Society Abstract |
| Maj 2020 | Henrik Madsen | Lecture from IEA Wind Digitalization: 2nd General Meeting (Virtual) | Fusion of Data and Physics-Based Modeling; State-of-the-Art and Applications |
| Marts 2020 | Henrik Madsen | Lecture from Energy Transition Week Trondheim, Virtual Workshop | Characterization and Use of Flexibility for the Future Smart and Integrated Energy System |
| 05-03-2020 | Henrik Madsen | Masterclass om digitalisering af fjernvarmen - Gate21 | |
| Februar 2020 | Henrik Madsen | Lecture from TU Delft Urban Energy konference | |
| Januar 2020 | Henrik Madsen | Lecture from ERGO-EME Seminar, Mathematics, University of Edinburgh | Accelerating the Green Transition Using Energy Systems Integration and Data-Intelligenc |
| 23-26-06-2019 | Giulia De Zotti | Presentation from EURO2019 (Dublin, 23-26 June 2019) | Control-based provision of ancillary services by flexible end-users |
| 21 June 2019 | Giulia De Zotti | Giulia De Zotti - DTU Defence2019 (Copenhagen, 21 June 2019) | Leveraging Consumers’ Flexibility for the Provision of Ancillary Services |
| 07-03-2019 | Henrik Madsen | Danish Cooling and Heat Pump Forum 2019 | En acceleration af den grønne omstilling gennem digitalisering |
| 09-01-2019 | Henrik Madsen | EnergiForum Danmark: Cognitive Buildings | Cognitive Buildings, hvor langt er vi kommet og mulighederne fremover |
| 18-12-2018 | Henrik Madsen | BSA Seminar, The Hong Kong Polytechnic University | How to Accelerate the Transition to a Fossil-free Society Using Smart Buildings |
| 26-11-2018 | Henrik Madsen | Meeting at Energinet.dk | CITIES and Center Denmark A National Digitalization Hub for a Smart and Fossil-free Society |
| 22-11-2018 | Henrik Madsen | CenSES Annual Conference 2018, Scientific conference, Oslo | How to use flexibility for accelerating the green transition |
| 08-11-2018 | Per Sieverts Nielsen | International Conference on Sustainable Engineering Practices, Indonesia | |
| 07-11-2018 | Henrik Madsen | European Utility Week, Vienna | SmartNet - Pilot B (Denmark): Flexibility in Summer Houses with a Swimming Pool |
| 30-10-2018 | Henrik Madsen | IEEE SmartGridComm Conference Aalborg | |
| 25-10-2018 | Henrik Madsen | Chinese Mayors Training Program, DTU | |
| 24-10-2018 | Per Sieverts Nielsen | BITs 8thAnnual Low Carbon Earth Summit, Qingdao | |
| 23-10-2018 | Henrik Madsen | Workshop at Florence School of Regulation, Florence, Italy | Pilot B (Denmark): Flexibility in Summer Houses with a Swimming Pool |
| 01-10-2018 | Henrik Madsen | Minister for Education and Research’s visit at DTU (Tommy Ahlers) | Towards a Low-Carbon Society: Data Intelligent Integration and Storage of Wind and Solar Power |
| 29-08-2018 | Henrik Madsen | Visit by Tencent, David Wallenstein, Martrikel 1, Copenhagen | |
| 03-07-2018 | Henrik Madsen | Meeting with Google and EWII | |
| 27-06-2018 | Henrik Madsen | NTNU Workshop, European Parliament | The Importance of ICT Technologies in the Overall Energy Transition |
| 1-6 July 2018 | Giulia De Zotti | Presentation from ISMP2018 (Bordeaux, 1-6 July 2018) | Consumers’ Flexibility Estimation at the TSO Level for Balancing Services |
| 27-06-2018 | Henrik Madsen | House of Energy Event, Green Tech Center, Vejle | |
| 06-06-2018 | Brian Vad Mathiesen | DG Energy, Expert workshop - Technology Pathways, European Commission | |
| 3-7 June 2018 | Giulia De Zotti | Presentation from ENERGYCON2018 (Cyprus, 3-7 June 2018) | Utilizing Flexibility Resources in the Future Power System Operation: Alternative Approaches |
| 21-05-2018 | Henrik Madsen | CLEAN Annual Meeting | Data Intelligence is Key to Energy Efficient and Flexible Energy Systems |
| 26-03-2018 | Henrik Madsen/Peter Stentoft | DANVAK Annual Meeting | Metoder til at udnytte energifleksibilitet i spildevandssystemer |
| 26-03-2018 | Henrik Madsen | IEA ECB Annex 67 Meeting in Barcelona | Characterizing the Energy Flexibility of Buildings and Districts |
| 23-03-2018 | Per Sieverts Nielsen | Invited talk at Manado State University, Indonesia | |
| 22-03-2018 | Per Sieverts Nielsen | Invited talk at Sam Ratulangi University Manado, Indonesia | |
| 21-03-2018 | Per Sieverts Nielsen | Presenation at at Smart Low-carbon City seminar workshop, Manado, Indonesia | |
| 20-03-2018 | Per Sieverts Nielsen | Invited talk at De La Salle University Manado, Indonesia | |
| 14-03-2018 | Henrik Madsen | SINTEF - ZEN Workshop on Energy/Power Flexibility Indicators at FME ZEN Centre, NTNU, Oslo | Characterizing the Energy Flexibility of Buildings and Districts |
| 01-03-2018 | Henrik Madsen | INSERO's 10 years anniversary at Insero Atrium, Horsens | Artificial Intelligence and Computer Science for Smart Energy Systems |
| 27-02-2018 | Henrik Madsen | Invited Presentation for Energy Savings Council (Energisparerådet) at Danish Energy Agency | |
| 10-02-2018 | Henrik Madsen | Digitalisation of District Heating Systems at Kraftringen, Lund, Sweden | Data Intelligent Operation of DH Systems (incl. Temp. Opt. v.4.0) |
| 05-02-2018 | Henrik Lund | Workshop at the Danish parlament Christiansborg (in Danish) | |
| 24-01-2018 | Henrik Madsen | Energy Cooperative Meeting at Utrecht, Netherlands | How to characterize and use energy flexible buildings and cooperatives |
| 04-01-2018 | Henrik Madsen | New Year Special Event (Nytårskur) in Copenhagen at Municipality of Copenhagen, BloxHub | Intelligent and Integrated Energy Systems - Energy Systems in Smart Cities for the Smart Society |
| 07-12-2017 | Henrik Madsen | Invited talk at Argonne National Lab, Chicago | |
| 05-12-2017 | Henrik Madsen | iiESI Workshop on Infrastructures, NREL, Denver, Colerado | Can heating and cooling really be flexible enough to have an impact on the energy infrastructure? |
| 01-12-2017 | Henrik Madsen | ZEN Workshop, SINTEF Byggforsk, Trondheim, Norge | |
| 21-11-2017 | Henrik Madsen | European Big Data Forum (EDF session on Energy), Versailles, Paris | |
| 15-11-2017 | Henrik Madsen | Workshop with Danish Energy Agency (Energistyrelsen) | Brug af data ved Energibesparelser, Energimærkning, samt Intelligente (Flexible) Bygninger |
| 14-11-2017 | Henrik Madsen | Meeting with Lyngby Vidensby | Methodologies for Integrating Energy Flexible Buildings and Districts into the Future Smart Grid |
| 13-11-2017 | Henrik Madsen | IDA Energy workshop on Cognitive Buildings | Methods for using existing and new data - Results from CITIES, SCA and REBUS projects |
| 07-11-2017 | Henrik Madsen | ZEN Workshop on 'Energy Flexibility in Zero Emission Neighborhoods' | Methodologies for integrating energy flexible buildings in the future smart grid |
| 07-11-2017 | Henrik Madsen | ZEN Workshop, Energy flexibility in Zero Emission Neighborhoods | Grey-box modelling; Bridging the gap between physical and statistical modelling |
| 06-11-2017 | Henrik Madsen | Grundfos - DTU Workshop | |
| 06-11-2017 | Henrik Madsen | NTNU-DTU Smart Cities Meeting at DTU | |
| 24-10-2017 | Henrik Madsen | Nordic Smart Cities Live, Stockholm | Intelligent and Integrated Energy Systems - Energy Systems in Smart Cities for the Smart Society |
| 10-10-2017 | Henrik Madsen | FLEXcoop Kickoff Meeting, Fraunhofer, Bruxelles | |
| 09-10-2017 | Henrik Madsen | Meeting with Helsingør Forsyning at DTU | Data Intelligent Temperature Optimization (Temp. Opt. v.4.0) |
| 05-10-2017 | Henrik Madsen | eSACP Workshop on DTU | Using stochastic differential equations for wind and solar power forecasting |
| 03-10-2017 | Henrik Madsen | iEnergy Conference at EWII, Kolding | |
| 28-09-2017 | Henrik Madsen | IEA Annex 67 Meeting, Graz, Austria | |
| 25-09-2017 | Daniela Guericke and Ignacio Blanco | Meeting with Ringkøbing District Heating | Optimal Dispatch for CHP Units under Solar Production Uncertainty |
| 23-09-2017 | Henrik Madsen | High Tech SUMMIT 2017 | |
| 21-09-2017 | Henrik Madsen | Chinese Mayors Training Program with Grundfos | Energy Systems Integration in Cities - Chinese Mayors Training Program |
| 06-09-2017 | Henrik Madsen | IDA Energy: Cognitive Buildings - Intelligent Buildings for the future | |
| 05-09-2017 | Henrik Madsen | Invited talk at Confederation of Danish Industry | Use of Flexibility in Future Intelligent and Integrated Energy Systems |
| 23-08-2017 | Henrik Madsen | ISGAN Smart Grid Seminar | |
| 22-08-2017 | Henrik Madsen | The BRIDGE Summit at DI, Copenhagen | |
| 25-07-2017 | Henrik Madsen | IEA Annex 67 Workshop on Energy Flexible Buildings for Smart Grids | A Framework for Characterizing Thermal Flexibility in Buildings and Districts |
| 06-07-2017 | Henrik Madsen | University of Granada, Spain | |
| 01-07-2017 | Daniela Guericke | Invited talk at DS&OR Forum, University of Paderborn, Germany | |
| 22-06-2017 | Henrik Madsen | Chinese Mayors Visit in Denmark | |
| 15-06-2017 | Henrik Madsen | Meeting with Kraftringen on next generation of District Heating Temperature Control | Data Intelligent Temperature Optimization (Temp. Opt. v.4.0) |
| 08-06-2017 | Henrik Madsen | DTU-Tsinghua Workshop on Energy, Technology and Behaviour in Buildings at Tsinghua University, Beijing | Identification of stochastic models for describing the thermal performance of buildings |
| 07-06-2017 | Henrik Madsen | Eighth Clean Energy Ministerial (CEM8), Bejing, China | Emission/Cost Saving by Data Intelligent Control of Motor Systems |
| 01-06-2017 | Henrik Madsen | Doctor Honoris Causa Lecture | Statistics and Crystall Ball Techniques - ... on the use of Hidden Markov Models |
| 24-05-2017 | Henrik Madsen | REBUS Workshop at Saint-Gobain | Statistical Models and Methods; Thermal performance and Occupant behavior |
| 11-05-2017 | Henrik Madsen | NIRAS, EWII, Danfoss, Grundfos, ENFOR, EMD workshop on intelligent and integrated energy systems in Kolding, Denmark | |
| 10-05-2017 | Henrik Madsen | Danish Energy Association Event on Intelligent Nets at Balslev, Copenhagen | A Control-Based Approach for Solving Ancillary Service Problems in Smart Grids |
| 27-04-2017 | Henrik Madsen | IEA Annex 71 Meeting (key note lecture) at Loughborough University | |
| 25-04-2017 | Henrik Madsen | IEA Annex 73 Preparation Meeting at Rambøll Head Office (Copenhagen) | |
| 05-04-2017 | Henrik Madsen | Meeting with Danish Ministry for Energy, Utilities and Climate | Brug af Data i Fremtidens Intelligente og Integrerede Energisystemer |
| 30-03-2017 | Henrik Madsen | Conference on Mathematical Optimization in the Decision Support Systems for Efficient and Robust Energy Networks (COST TD 1207) at University of Modena (UNIMORE) | Controlling the Electricity Load in Futue Intelligent and Integrated Energy Systems |
| 29-03-2017 | Giulia De Zotti | Conference on Mathematical Optimization in the Decision Support Systems for Efficient and Robust Energy Networks (COST TD 1207) at University of Modena (UNIMORE) | A Control-Based Approach for Solving Ancillary Service Problems in Smart Grids |
| 28-03-2017 | Henrik Madsen | Meeting on ESS and Kraftringen related to District Heating Intelligence at Kraftringen, Lund, Sweden | |
| 07-03-2017 | Henrik Madsen | Invited Talk at KU Leuven | |
| 06-03-2017 | Henrik Madsen | Danish Strategy Meeting on DH Related Focus Areas at Niras, Aarhus | |
| 08-02-2017 | Henrik Madsen | Visitors from Croatian Government and World Bank at DTU Compute | Methodologies for Operating Future Intelligent Power and Energy Systems |
| 06-02-2017 | Henrik Madsen | Smart Greater Copenhagen - Kick-off Event at Copenhagen (Region H) | |
| 16-12-2016 | Brian Vad Mathiesen | SmartEnCity Network webinar | |
| 13-12-2016 | Steve Heinen | Energy Centre, University of Auckland, New Zealand | |
| 30-11-2016 | Henrik Madsen | CLEAN - Flexible Power Consumption in Companies at Hindsgavl, Middelfart | Smart-Energy Operating-System; A Framework for Implementing Flexible Energy Systems |
| 30-11-2016 | Peder Bacher | Sustain ATV Conference 2016; Creating Technology for a Sustainable Society at DTU | |
| 29-11-2016 | Henrik Madsen | Visit from Korean Government | CITIES - Center for IT-Intelligent Energy Systems in cities; Energy Strategy Meeting |
| 24-11-2016 | Steven Firth (LBORO), Mohammad Royapoor (UNEW), Judith Borsboom van Beurden (NTNU), Antonio Garrido-Marijuan (AIT), Henrik Madsen (DTU), Wojciech Bujalski (ITC), Hatef Madani Larijan and Monica Arnaudo (KTH) and Annemie Wyckmans (NTNU) | EERA Conference in Birmingham | |
| 22-11-2016 | Erik Lindström | CITIES Seminar on Electricity Markets | A Stability Analysis of the Nord Pool System using Hourly Spot Price Data |
| 22-11-2016 | Stein-Erik Fleten, Marius Johansen, Alois Pichler, Carl J Ullrich | CITIES Seminar on Electricity Markets | Policy Uncertainty and Real Options in Switching of Peak Generators |
| 21-11-2016 | Alfred Heller | EERA Conference in Birmingham | The City of Knowledge - A Triple Helix Organization - Methods for an alternative value chain |
| 21-11-2016 | Henrik Madsen | CASHPump Kick-off meeting (EUDP project using tools from CITIES) | |
| 14-11-2016 | Alfred Heller | ATV meeting | |
| 03-11-2016 | Henrik Madsen | EERA JP Energy Systems Integration Workshop at DTU | Methodologies for Operating Future Intelligent and Integrated Energy Systems |
| 02-11-2016 | Henrik Madsen | Chinese Mayors Training - DTU and Grundfos | Energy Systems Integration in Cities - Chinese Mayors Training Program |
| 31-10-2016 | Henrik Madsen | NTNU-DTU Workshop on Smart Cities at NTNU, Trondheim, Norway | Methodologies for Operating Future Intelligent Wastewater Systems |
| 31-10-2016 | Henrik Madsen | NTNU-DTU Workshop on Smart Cities at NTNU, Trondheim, Norway | |
| 20-10-2016 | Henrik Madsen | NTU-DTU Smart Cities Workshop in Singapore | Methodologies for Operating Future Intelligent and Integrated Energy Systems |
| 13-10-2016 | Henrik Madsen | Smart Cities Accelerator Project Kick-off Meeting in Copenhagen | Præsentation af CITIES projektet - med fokus på SCA (in Danish) |
| 13-10-2016 | Xiufeng Liu, Per Sieverts Nielsen, Alfred Heller, Alexander Turecz | Smart Cities Accelerator Kick-off Meeting in Copenhagen | |
| 11-10-2016 | Henrik Madsen | CESI invited keynote presentation at the University of Newcastle | Methodologies for Operating Future Intelligent Energy Systems |
| 10-10-2016 | Henrik Madsen | VKR-Holding, Arcon-Sunmark, DTU | |
| 04-10-2016 | Henrik Madsen | IDA Conference on Smart and Sustainable Cities at IDA Copenhagen | Methodologies for Implementing Energy Related Smart Cities Solutions |
| 22-09-2016 | Henrik Madsen | Siemens CKI Event at DTU | |
| 12-09-2016 | Henrik Madsen | EU JRC Workshop on Location Data at JRC Ispra, Italy | Methods for using online and spatial data for energy systems |
| 08-09-2016 | Henrik Madsen | NTVA Nordic Smart Cities and Communities Conf. in Trondheim | |
| 19-08-2016 | Henrik Madsen | China Architecture Design Group - 60 Smart Cities from China at DTU Compute | |
| 11-08-2016 | Henrik Madsen | VIP visit (Villum Christensen) visit at DTU | |
| 03-08-2016 | Henrik Madsen | OB-16 Symposium and 4th IEA EBC Annex 66 Experts’ Meeting in Ottawa, Canada | |
| 21-07-2016 | Juan Miguel Morales González | IEEE PES GM in Boston | Operational Strategies for a Portfolio of Wind Farms in a Two-Price Balancing Market |
| 20-07-2016 | Juan Miguel Morales González | IEEE PES GM in Boston | |
| 06-07-2016 | Henrik Madsen | H2020 SmartNet Consortium Meeting at DTU | |
| 01-07-2016 | Henrik Madsen | EERA JP Smart Cities workshop in Prague | CITIES - A Framework for Implementing Energy Flexible Solutions in Smart Cities |
| 29-06-2016 | Henrik Madsen | The 26th Nordic Conference in Mathematical Statistics - NordStat2016 - Big Data in Smart Cities at the University of Copenhagen | Using Big Data Analytics for Enabling Intelligent and Integrated Energy Systems in Smart Cities |
| 20-06-2016 | Henrik Madsen | ISF2016 (International Symposium on Forecasting) invited keynote talk in Santander, Spain | State-of-the-art in Probabilistic Forecasting of Wind and Solar Power Generation |
| 20-06-2016 | Juan Miguel Morales González | PSCC conference in Genoa, Italy | Mechanisms to Increase the Efficiency of Two-stage Electricity Markets with Uncertain Supply |
| 19-06-2016 | Henrik Madsen | Boston Climate Bridge - Women Leading Change - Visit in Copenhagen | |
| 07-06-2016 | Henrik Madsen | Greater Copenhagen Smart Solutions - Living Labs for Liveable Cities - Halvandet, Copenhagen | |
| 02-06-2016 | John Bagterp Jørgensen | Energy Lab Nordhavn Workshop on Model Predictive Control | |
| 30-05-2016 | Henrik Madsen | 2nd International Conference of Skoltech Center for Energy - Skoltech (Skolkovo Institute of Science and Technology), Moscow | Flexibility Potentials in Combined Power and Thermal Systems |
| 24-05-2016 | Mark O'Malley | Centre for IT-Intelligent Energy Systems in Cities Third General Consortium Meeting in Copenhagen, Denmark | Status of European Energy Research Alliance Joint Programme in Energy Systems Integration and International Institute of Energy Systems Integration |
| 24-05-2016 | Steve Heinen | Centre for IT-Intelligent Energy Systems in Cities Third General Consortium Meeting in Copenhagen, Denmark | |
| 12-05-2016 | Henrik Madsen | CLEAN Annual Meeting - Sønderborg Castle | |
| 10-05-2016 | Henrik Madsen | EERA JP Energy Systems Integration, UCD, Dublin | |
| 20-04-2016 | Henrik Madsen | Siemens Research Center, Munich | |
| 14-04-2016 | Hans Joachim Ferreau | Workshop on MPC | Embedded Model Predictive Control in Industrial Applications |
| 13-04-2016 | Gianluca Frison | Workshop on MPC | |
| 07-04-2016 | Juan Migual Morales González | EnergyCon 2016, IEEE International Energy Conference, Leuven, Belgium | A Data-driven Bidding Model for a Cluster of Price-responsive Consumers of Electricity |
| 29-03-2016 | Audun Botterud | Visit from Argonne National Laboratory | Electricity Markets and Renewable Energy: United States vs. Europe |
| 18-03-2016 | Henrik Madsen and Peder Bacher | Workshop at BBRI, Bruxelles | |
| 17-03-2016 | Henrik Madsen | IEA Annex 67 Meeting, SINTEF, Trondheim | Models and methods for facilitating energy flexibility in buildings and districts |
| 17-03-2016 | Steve Heinen | Energy Centre, University of Auckland, New Zealand | |
| 14-03-2016 | Henrik Madsen | Visitors from NTU Singapore - PowerLab.dk, DTU | |
| 26-02-2016 | Henrik Madsen and Rasmus Halvgaard | Workshop on Energy Flexibility at iEnergy | Wastewater Treatment and Energy Flexibility, CITIES and Kolding WWTP |
| 25-02-2016 | Henrik Madsen | Smart City Accelerator Meeting, Hotel Hilton, Copenhagen | CITIES solutions for smart cities - some exampels - INTERREG V - Smart City Accelerator |
| 28-01-2016 | Henrik Madsen | Alan Turing Workshop, Dept. of Mathematics, University of Edinburgh | Probabilistic forecasting and its importance for energy systems |
| 22-01-2016 | Henrik Madsen | Meeting with EU Commission and DG Energy in Bruxelles | |
| 18-01-2016 | Henrik Madsen | Grøn Energi / Danish District Heating Org. - Workshop on use of data in DH systems, Kolding | Styring af fremløbstemperatur under brug af prognoser og data |
| 13-01-2016 | Henrik Madsen | Visit by Nanyang Technical University, Singapore | |
| 17-12-2015 | Henrik Madsen | Sustain DTU Annual Conference at DTU | |
| 07-12-2015 | Henrik Madsen | Smart City Exchange; TUB-DTU-NTNU Strategic Meeting at TU-Berlin, Germany | |
| 02-12-2015 | Henrik Madsen | VESTAS - DTU Strategic Meeting at VESTAS, Aarhus | Integration of Renewable Energy Theoretical and Practical Aspects |
| 23-11-2015 | Henrik Madsen | 2015 Energy Institute / ERC Annual Symposium at UCD - Energy Institute, Dublin | Probabilistic Forecasting of Wind and Solar Power Generation |
| 11-11-2015 | Henrik Madsen | Presentation of DTU Annual Energy Report 2015 at DTU Oticon | Integrated Energy Systems Aggregation, Forecasting and Control |
| 09-11-2015 | Henrik Madsen | iEnergy / DEHA Meeting on Risø | |
| 06-11-2015 | Henrik Madsen | TotalFlex - CITIES Workshop at NOVI - Aalborg | |
| 01/02-11-2015 | Henrik Madsen | NTNU - DTU Smart Cities Dialog and Rectors Meeting at DTU | |
| 28-10-2015 | Henrik Madsen | Smart Nation Initiative, Singapore | |
| 27-10-2015 | Henrik Madsen | iiESI Workshop, KIER, Daejeon, South Korea | The role of ICT based methods in enabling thermal energy systems flexibility in Denmark |
| 20-10-2015 | Henrik Madsen | Invited talk; Toyota Research and Development, Nagoya, Japan | Integration of Renewable Energy; Theoretical and Practical Aspects |
| 20-10-2015 | Alfred Heller | Smart Cities Live konference in Stockholm | |
| 01-10-2015 | Henrik Madsen | IEA EBC Annex 67 Meeting, FCT-UNL, Portugal | Aggregators, Modelling, Forecasting and Control for Flexible Buildings and Districts |
| 29-09-2015 | Henrik Madsen | 2nd Net Zero Energy Buildings Conference (Invited), Lisbon | |
| 28-09-2015 | Henrik Madsen | University of Sydney, Powerlab.dk, DTU Elektro | |
| 24-09-2015 | Henrik Madsen | Mathematical Sciences Collaboration in Energy Systems Integration, Durham-UCD-DTU | Grey-Box Modeling; An approach to combined physical and statistical model building |
| 11-09-2015 | Henrik Madsen | Visit by Minister Alex White TD, Ireland | |
| 27-08-2015 | Henrik Madsen | Siemens CKI Workshop, DTU | |
| 20-08-2015 | Henrik Madsen | A delegation from the Embassy of Ireland with lead by the Ambassador Cliona Manahan has visited CITIES | |
| 18-08-2015 | Jon Anders Reichert Liisberg | CITIES Kamstrup Meeting | Hidden Markov models for indirect classification of occupancy behaviour |
| 07-08-2015 | Henrik Madsen | Kamstrup-AVA-CITIES meeting | |
| 28-07-2015 | Henrik Madsen | PES General Meeting, Session on Energy Systems Integration, Denver, Colorado | |
| 27-07-2015 | Henrik Madsen | PES General Meeting, Session on Virtual Storage, Denver, Colorado | Co-Optimization of Heat and Electricity in the Danish Energy System |
| 17-07-2015 | Juan Miguel Morales González | ISMP 2015 | A Data-driven Bidding Model for a Cluster of Price-responsive Consumers of Electricity |
| 09-07-2015 | Henrik Madsen | DTU GDSI (Global Decision Support Initiative) | |
| 17-06-2015 | Henrik Madsen | Lithuanian Energy Institute, Kaunas, Lithuania | |
| 22-05-2015 | Alfred Heller | CLEAN Årsmøde 2015 | |
14-04-2015 | IEA EBC Annex 58 Expert Meeting, CTU, Prague | Guideline for data analysis from dynamical experimental campaigns. Statistical Methods | |
| 26-03-2015 | Henrik Madsen | Department for Mathematical Statistics, Iowa State University | Methods for Probabilistic Forecasting of Wind and Solar Power Generation (Invited Talk) |
| 25-03-2015 | Henrik Madsen | Iowa State University, Department for Industrial Design | |
| 19-03-2015 | Henrik Madsen | IDA-IT og Energi, Mere data - bedre energisystem? | Anvendelse af forbrugsdata i et smart energisystem, København og Aarhus |
| 10-03-2015 | Alfred Heller | Arup University | |
| 04-03-2015 | Alfred Heller | Energiforum Denmark | |
| 16-02-2015 | Henrik Madsen | Universidad Nacional Autónoma de México (UNAM), Department of Mathematics | |
| 11-02-2015 | Henrik Madsen | EuroTech PhD School, EPFL, Lausanne | |
| 09-02-2015 | Henrik Madsen | EuroTech PhD School, EPFL, Lausanne | |
| 06-01-2015 | Henrik Madsen | Perspektiver for anvendelse af data i fjernvarmesystemer | |
| 17-12-2014 | Henrik Madsen | Siemens Workshop, Technical University of Denmark | Forecasting, Aggregation and Control for Future Electric Energy Systems |
| 03-12-2014 | Henrik Madsen | EERA JP Smart Cities, Espoo, Finland | |
| 01-12-2014 | Henrik Madsen | Smart Cities Workshop, NTNU, Trondheim, Norway. | |
| 27-11-2014 | Henrik Madsen and Alfred Heller | Bid Data som værktøj til at styre byens energi - IDA IT | |
| 26-11-2014 | Henrik Madsen | IDA IT - Big Data and Energy Systems | |
| 25-11-2014 | Niamh O'Connell | InnovationsFonden, Annual Meeting, Copenhagen | |
| 12-11-2014 | Henrik Madsen | Forecasting, Control and Optimisation for Future Electric Energy Systems | |
| 04-11-2014 | Henrik Madsen | NERA, TU-Delft and TU-Eindhoven research coordination meeting | |
| 08-10-2014 | Alfred Heller | Water DTU Workshop, DTU, Denmark - How can Cities work with the Energy-Water Nexus? | |
| 08-10-2014 | Henrik Madsen | ERC/UCD Symposium, Dublin, Irland | |
| 06-10-2014 | Henrik Madsen | Foreign Ministry of Denmark | |
| 01-10-2014 | Henrik Madsen | Danish presentation at a meeting at the District Heating Association (Dansk Fjernvarme/Grøn Energi) | |
| 25-09-2014 | Juan M. M. González | Workshop on Mathematical Models and Methods for Energy Optimization, Budapest, Hungary | Forecast errors on Generation and Transmission Expansion Planning |
| 19-09-2014 | Juan M. M. González | Siemens event at DTU, Denmark | |
| Sept. 2014 | Henrik Madsen | IEA EBC Annex 58 meeting at the Lawrence Berkeley Lab, USA | |
| 23-08-2014 | Alfred Heller | Third Workshop on Design in Civil and Environmental Engineering 2014 in Copenhagen, Denmark - title 'Change in design targets for building energy towards smart cities' | |
| 23/24-06-2014 | Henrik Madsen | JRC‐IET Ispra | |
| 06-2014 | Henrik Madsen | COST Wire and CITIES workshop in Roskilde, Denmark | Intelligent Energy Systems in CITIES and Solar Power Forecasting |
| 14-05-2014 | Carsten Rode | Information Technology for Intelligent Energy Systems | |
| 12/14-05-2014 | Henrik Madsen | Energy, Cities, and the Control of Complex Systems, Erice, Sicily, Italy | |
| 05-2014 | Herik Madsen | Urban Workshop, Athens | |
| 28-04-2014 | Henrik Madsen | General Assembly by the Vidensby Lyngby | |
| 28-04-2014 | Alfred Heller | General Assembly by the Vidensby Lyngby | 'Hvordan kan Vidensby Lyngby blivet inspireret af andre Smart Cites projekter?': Præsentation (in Danish) |