Brochures - find them also in DTU Orbit

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.

Learn more

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.

Learn more

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. 

Learn more

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.

Learn more

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.

Learn more

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.

Learn more

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.

Learn more

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.

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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.

Learn more

In the demo case, CITIES ENFOR and Ørsted have worked with performance monitoring of renewable production assets, considering wind farms as an example.

Learn more

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.

Learn more

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.

Learn more

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.

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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). 

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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.

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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.

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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.

Learn more

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.

Learn more

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

Articles in conference proceedings

  • Xiufeng LiuZhichen LaiXin WangLizhen Huang & Per Sieverts Nielsen (2020): A Contextual Anomaly Detection Framework for Energy Smart Meter Data StreamProceedings of International Conference on Neural Information Processing, pp. 733-742 [DOI]
  • Xiufeng LiuSimon Bolwig & Per Sieverts Nielsen (2019): SmartM: A Non-intrusive Load Monitoring PlatformInternational Conference on Business Information Systems, pp. 424-434 [DOI]
  • Pinrolinvic ManembuAngreine KewoPer Sieverts NielsenXiufeng LiuBrammy Welang & Aditya Lapu (2018): Architecture Design of Smart Meter Controlling System for Dynamic IP Environments2018 International Conference on Intelligent Autonomous Systems (ICoIAS), pp. 175-179 [DOI]
  • Xiufeng LiuRongling Li & Per Sieverts Nielsen (2018): User Activity Simulation for Residential BuildingsProceedings of the 13th Conference on Sustainable Development of Energy, Water and Environment Systems (SDEWES)
  • Angreine KewoPinrolinvic ManembuXiufeng Liu & Per Sieverts Nielsen (2018): Statistical Analysis for Factors Influencing Electricity Consumption at Regional Level7th International Conference on Power and Energy (IEEE PE-Con) [DOI]
  • Pinrolinvic ManembuBrammy WelangAditya Kalua LapuAngreine KewoPer Sieverts Nielsen & Xiufeng Liu (2017): A Novel Smart Meter Controlling System with Dynamic IP AddressesProceeding of The 26th IEEE International Symposium on Industrial Electronics, pp. 1465-1470
  • Xiufeng LiuPer Sieverts NielsenAlfred Heller & Panagiota Gianniou (2017): SciCloud: A Scientific Cloud and Management Platform for Smart City Data2017 28th International Workshop on Database and Expert Systems Applications (DEXA), pp. 27-31 [PDF] [DOI]
  • Angreine KewoPinrolinvic ManembuPer Sieverts Nielsen & Xiufeng Liu (2017): Modelling of electricity consumption in one of the Asia’s most populous cities – Jakarta, IndonesiaProceedings of the 12th Conference on Sustainable Development of Energy, Water and Environment Systems (SWEDES)
  • Nadeem IftikharXiufeng LiuSergiu DanalachiFinn Ebertsen Nordbjerg & Jens Henrik Vollesen (2017): A Scalable Smart Meter Data Generator Using SparkOn the Move to Meaningful Internet Systems. OTM 2017 Conferences, pp. 21-36 [DOI]
  • Xiufeng Liu & Per Sieverts Nielsen (2017): Air Quality Monitoring System and BenchmarkingProceedings of 19th International Conference on Big Data Analytics and Knowledge Discovery, pp. 459-470 [DOI]
  • Xiufeng LiuPer Sieverts Nielsen & Alfred Heller (2017): An ICT-based Anomaly Detection Method for Smart Meter DataProceedings of the 12th Conference on Sustainable Development of Energy, Water and Environment Systems (SWEDES)
  • Xiufeng LiuNadeem IftikharPer Sieverts Nielsen & Alfred Heller (2016): Online Anomaly Energy Consumption Detection Using Lambda ArchitectureProceedings of 18th International Conference on Big Data Analytics and Knowledge Discovery (DaWaK 2016), pp. 193-209 [DOI]
  • Panagiota GianniouAlfred HellerPer Sieverts Nielsen & Carsten Rode (2016): Identification of Parameters Affecting the Variability of Energy Use in Residential BuildingsProceedings of the 12th REHVA World Congress (CLIMA 2016) [PDF]
  • Nadeem IftikharXiufeng LiuFinn Ebertsen Nordbjerg & Sergiu Danalachi (2016): A Prediction-based Smart Meter Data GeneratorProceedings 19th International Conference on Network-Based Information Systems (NBiS), pp. 173-180 [DOI]
  • Xiufeng Liu & Per Sieverts Nielsen (2015): Streamlining Smart Meter Data AnalyticsProceedings of the 10th Conference on Sustainable Development of Energy, Water and Environment Systems [PDF]
  • Panagiota GianniouAlfred HellerPer Sieverts NielsenKristoffer Negendahl & Carsten Rode (2015): Aggregation of building energy demands for city-scale modelsProceedings of Building Simulation 2015 [PDF]

Presentations and poster presentations

Ph.D. theses

WP2 – Energy Supply, Transmission, Storage and Conversion

Journal articles

Articles in conference proceedings

  • Alessia FalconeDominik Franjo Dominković & Allan Schrøder Pedersen (2016): Improving the performance of district heating systems by utilization of local heat boostersProceedings of the 11th International Conference on Sustainable Development of Energy, Water and Environment Systems
  • T. TomićDominik Franjo DominkovicA. Pfeifer & D.R. Schneider (2016): Wte Power Plant Operation on the Energy Market Under the Influence of Legislation Changes11th Conference on Sustainable Development of Energy, Water and Environment Systems
  • Dominik Franjo DominkovicI. BačekovićB. ĆosićG. KrajačićTomislav PukšecN. Duić & N. Markovska (2015): Low Carbon Energy Supply for South East Europe10th Conference on Sustainable Development of Energy, Water and Environment System, pp. 660-660

Presentations and poster presentations

Ph.D. theses

WP3 – Intelligent Energy System Integration

Journal articles

Articles in conference proceedings

Presentations and poster presentations

Book chapters

Scientific reports

Ph.D. theses

WP4 – Intelligent Aggregation and Markets

Journal articles

Articles in conference proceedings

Presentations and poster presentations

Book chapters

Scientific reports

Ph.D. theses

WP5 – Forecasting and Control

Journal articles

Articles in conference proceedings

Presentations and poster presentations

  • J.B. JørgensenT.K.S. RitschelD. BoirouxE. Schroll-FleischerM.R. WahlgreenM.K. NielsenH. Wu & J.K. Huusom (2020): Simulation of NMPC for a Laboratory Adiabatic CSTR with an Exothermic ReactionPresentation at European Control Conference (ECC 2020)
  • M.R. WahlgreenE. Schroll-FleischerD. BoirouxT.K.S. RitschelH. WuJ.K. Huusom & J.B. Jørgensen (2020): Nonlinear Model Predictive Control for an Exothermic Reaction in an Adiabatic CSTRPresentation at 2020 Advances in Control & Optimization of Dynamical Systems (ACODS 2020)
  • Dominik Franjo DominkovicRune Grønborg JunkerIgnacio BlancoKaren Byskov LindbergGoran Krajačić & Henrik Madsen (2019): Demand response in district heating systems: on operational and capital savings potentialPresentation at 5th International Conference on Smart Energy Systems [PDF]
  • Daniela GuerickeIgnacio BlancoJuan Miguel Morales González & Henrik Madsen (2017): Biomass Supply Planning for Combined Heat and Power Plants using Stochastic ProgrammingPresentation at International Conference on Operations Research 2017 [PDF]
  • Daniela GuerickeIgnacio BlancoJuan Miguel Morales González & Henrik Madsen (2017): Stochastic Programming for Fuel Supply Planning of Combined Heat and Power PlantsPresentation at INFORMS Annual Meeting 2017, Houston, United States [PDF]
  • Ignacio BlancoDaniela GuerickeJuan Miguel Morales González & Henrik Madsen (2017): Decision-making Under Uncertainty for Fuel Contracting of Combined Heat and Power PlantsPresentation at European Conference on Stochastic Optimization, Rome, Italy
  • Ignacio BlancoDaniela GuerickeJuan Miguel Morales González & Henrik Madsen (2017): Decision-making under uncertainty to support the planning of biomass supplyPresentation at 21st Conference of the International Federation of Operational Research Societies
  • Henrik MadsenJacopo Parvizi & Peder Bacher (2016): Smart-Energy Operating-System – A Framework for Implementing Flexible Electric Energy Systems in Smart CitiesPresentation at DTU ATV Sustain Conference 2016
  • Martin Haubjerg RosgaardAndrea N. HahmannHenrik MadsenGregor GiebelPoul Ejnar SørensenHenrik Aalborg Nielsen & Torben Skov Nielsen (2015): Limited area forecasting for wind energy schedulingPoster presented at UCD Energy Institute and Electricity Research Centre Annual Symposium
  • Ivan Tengbjerg HermannNiamh O´ConnellAlfred Heller & Henrik Madsen (2014): CITIES: Centre for IT-Intelligent Energy Systems in CitiesPresentation at European Meetings on Cybernetics and Systems Research 2014 (EMCSR 2014)

Book chapters

  • Peter Steen MikkelsenKarsten Arnbjerg-NielsenPoul Løgstrup BjergPeter Bauer-GottweinHans-Jørgen AlbrechtsenHenrik Rasmus AndersenLuca VezzaroMorten BorupLisbeth Truelstrup HansenMartin DrewsKristian MølhaveKrist V. GernaeyColin StedmonPatrizio MarianiSeverine RamousseLotte Bjerregaard JensenHenrik MadsenLasse Engbo ChristiansenErik Damgaard ChristensenPeter Uhd JepsenJakob JantingSarah Renée RueppChristian PedersenLine Bekker PoulsenThomas Overgaard JensenLars BrücknerJan Eiersted MolzenMorten Andersen & Mads H Odgaard (2019): Lad vand og data strømme [PDF]
  • Peter Steen MikkelsenKarsten Arnbjerg-NielsenPoul Løgstrup BjergPeter Bauer-GottweinHans-Jørgen AlbrechtsenHenrik Rasmus AndersenLuca VezzaroMorten BorupLisbeth Truelstrup HansenMartin DrewsKristian MølhaveKrist V. GernaeyColin StedmonPatrizio MarianiSeverine RamousseLotte Bjerregaard JensenHenrik MadsenLasse Engbo ChristiansenErik Damgaard ChristensenPeter Uhd JepsenJakob JantingSarah Renée RueppChristian PedersenLine Bekker PoulsenThomas Overgaard JensenLars BrücknerJan Eiersted MolzenMorten Andersen & Mads H Odgaard (2019): Lad vand og data strømme [PDF]
  • Peter Steen MikkelsenKarsten Arnbjerg-NielsenPoul Løgstrup BjergPeter Bauer-GottweinHans-Jørgen AlbrechtsenHenrik Rasmus AndersenLuca VezzaroMorten BorupLisbeth Truelstrup HansenMartin DrewsKristian MølhaveKrist V. GernaeyColin StedmonPatrizio MarianiSeverine RamousseLotte Bjerregaard JensenHenrik MadsenLasse Engbo ChristiansenErik Damgaard ChristensenPeter Uhd JepsenJakob JantingSarah Renée RueppChristian PedersenLine Bekker PoulsenThomas Overgaard JensenLars BrücknerJan Eiersted MolzenMorten Andersen & Mads H Odgaard (2019): Lad vand og data strømme [PDF]
  • Henrik MadsenJacopo ParviziRasmus Fogtmann HalvgaardLeo Emil SokolerJohn Bagterp JørgensenLars Henrik Hansen & Klaus Baggesen Hilger (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]
  • Henrik MadsenJacopo ParviziAnna Maria SemprevivaHenrik W. BindnerChris Dent & Reinhard Mackensen (2015): Integrated energy systems; aggregation, forecasting, and control in Hans Hvidtfeldt Larsen & Leif Sønderberg Petersen: DTU International Energy Report 2015, pp. 34-40 [PDF]
  • Julija TastuPierre Pinson & Henrik Madsen (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]
  • Henrik MadsenJuan Miguel MoralesPierre-Julien TrombeGregor GiebelHans Ejsing Jørgensen & Pierre Pinson (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

Ph.D. theses

WP6 – Simulation and Planning

Journal articles

Articles in conference proceedings

  • Kenneth HansenDavid ConnollyHenrik LundDave Drysdale & Jakob Zinck Thellufsen (2015): Heat Roadmap Europe: Balancing heat supply and heat savings for various European countriesProceedings of the 10th Dubrovnik Conference for Sustainable Development of Energy, Water and Environment Systems
  • Jakob Zinck Thellufsen (2014): How to Establish Local Renewable Energy Scenarios in the Context of National Energy SystemsProceedings of the 7th International Conference on Sustainable Energy and Environmental Protection, pp. 1-6 [PDF]

Presentations and poster presentations

Scientific reports

Ph.D. theses

WP7 – Decision-making and Support Systems

Journal articles

Articles in conference proceedings

Presentations and poster presentations

  • Amos SchledornDaniela GuerickeAnders N. Andersen & Henrik Madsen (2020): An advanced optimization-based bidding method for district heating providers considering uncertainty and block bidsPresentation at 6th International Conference on Smart Energy Systems
  • Daniela GuerickeAnders N. AndersenIgnacio Blanco & Henrik Madsen (2018): A novel bidding method for combined heat and power units in district heating systemsPresentation at 4th International Conference on Smart Energy Systems and 4th Generation District Heating [PDF]
  • Daniela GuerickeAnders N. AndersenIgnacio Blanco & Henrik Madsen (2018): A novel optimization-based bidding method for combined heat and power units in district heating systemsPresentation at International Conference on Operations Research 2018
  • Ignacio BlancoDaniela GuerickeJuan M. MoralesHenrik Madsen & Jong-Bae Park (2018): Optimal Short-term Operation of Combined Heat and Power Plants Using Different Operation ModesPresentation at INFORMS Annual Meeting 2018
  • Daniela GuerickeIgnacio BlancoJuan Miguel Morales González & Henrik Madsen (2017): Biomass Supply Planning for Combined Heat and Power Plants using Stochastic ProgrammingPresentation at International Conference on Operations Research 2017 [PDF]
  • Daniela GuerickeIgnacio BlancoJuan Miguel Morales González & Henrik Madsen (2017): Stochastic Programming for Fuel Supply Planning of Combined Heat and Power PlantsPresentation at INFORMS Annual Meeting 2017, Houston, United States [PDF]
  • Ignacio BlancoDaniela GuerickeJuan Miguel Morales González & Henrik Madsen (2017): Decision-making Under Uncertainty for Fuel Contracting of Combined Heat and Power PlantsPresentation at European Conference on Stochastic Optimization, Rome, Italy
  • Ignacio Blanco & Juan Miguel Morales Gonzáles (2017): An Efficient Robust Solution to the Two-Stage Stochastic Unit Commitment ProblemPresentation at Symposia on Mathematical Techniques Applied to Data Analysis and Processing (SMATAD), Málaga, Spain [PDF]
  • Ignacio BlancoDaniela GuerickeJuan Miguel Morales González & Henrik Madsen (2017): Decision-making under uncertainty to support the planning of biomass supplyPresentation at 21st Conference of the International Federation of Operational Research Societies
  • Christos OrdoudisPierre Pinson & Juan Miguel Morales González (2016): Stochastic Integrated Market for Electric Power and Natural Gas SystemsPoster presented at 3rd General Consortium Meeting of CITIES project

Book chapters

  • Henrik MadsenJuan Miguel MoralesPierre-Julien TrombeGregor GiebelHans Ejsing Jørgensen & Pierre Pinson (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

Ph.D. theses

Partner publications

Journal articles

  • Steven Heinen & Mark. J. O’Malley (2019): Complementarities of Supply and Demand Sides in Integrated Energy SystemsIEEE Transactions on Smart Grid 10(1), pp. 1156-1165 [DOI]
  • Steve HeinenDaniel Burke & Mark O’Malley (2016): Electricity, gas, heat integration via residential hybrid heating technologies – An investment model assessmentEnergy 109, pp. 906-919 [DOI]

Presentations and poster presentations

  • Steve Heinen (2016): Residential Space Heat Electrification in a System with High Penetration of Wind – A Planning AnalysisPresentation at Energy Centre Research Seminar, University of Auckland
  • Steve Heinen (2016): Smart integration of future domestic heaters in energy systems with high shares of variable renewables – An investment model assessmentPresentation at Energy Centre Research Symposium, University of Auckland
  • Steve Heinen (2016): Planning tools for integrated energy systems – New energy paradigms, modelling challenges & personal endeavoursPresentation at 3rd General Consortium Meeting of CITIES project
  • Steve Heinen (2016): Electricity, gas, heat integration via residential hybrid heating technologiesPoster presented at 3rd General Consortium Meeting of CITIES project
  • Mark O´Malley (2016): Status of European Energy Research Alliance Joint Programme in Energy Systems Integration and International Institute of Energy Systems IntegrationPresentation at 3rd General Consortium Meeting of CITIES project
  • Kristoffer Negendahl & Toke Rammer Nielsen (2014): Parametric City Scale Energy Modeling Perspectives on using Termite in city scaled modelsPoster presented at International Energy Systems Integration European Workshop 2014
  • Ivan Tengbjerg Herrmann (2014): Quantifying the impact – Can the design of the study affect the results?Poster presented at 1st General Consortium Meeting of CITIES project
  • Sara Ben Amer (2014): What is a city?Poster presented at 1st General Consortium Meeting of CITIES project

Scientific reports

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 2021, August 23-27: Time Series Analysis – with a focus on modelling and forecasting in energy systems 

Previous workshops

Consortium meetings

2020
CITIES final conference took place at DTU on November 9, 2020. Find the material – video and pdf here

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

Presentations - talks

DatePresenterEventLink 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

Video




PDF: Smart Control of Wastewater Treatment Aeration

Video




PDF: CITIES and what’s next

Video

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

Video

November 9, 2020

Ben Kroposki, Director, National Renewable Energy Lab, NREL, Colorado, US

CITIES final conference

PDF: Demand response solutions and perspectives

Video

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

Video

November 9, 2020

John Bagterp Jørgensen, Professor at DTU Compute and Work Package Manager on CITIES

CITIES final conference

PDF: Model predictive control for smart energy systems

Video

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

Video

November 9, 2020

Dominik Franjo Dominkovic, Postdoc at DTU Compute 

CITIES final conference

PDF: Smart Cooling - Singapore, Grindsted and the future

Video

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

PDF: Clustering of energy consumption for energy planning

Video

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

Video

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)

Video

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

Video

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

Video

November 9, 2020

Pierre Pinson, Professor, DTU Elektro and Work Package Manager at CITIES

CITIES final conference

PDF: Intelligent aggregation and markets

Video

November 9, 2020

Jong-Bae Park, Professor and Head of Research Center for Innovative Electricity Market Technology, Konkuk University, Korea

CITIES final conference

PDF: Collaboration Experience between DTU and Korea; including research topic of 'Optimal Operation Strategy of Large-Scale CHP in District Heating System’

Video

November 9, 2020

Henrik Madsen, Professor at DTU Compute, Project Manager, CITIES

CITIES final conference

PDF: Achievements and recommendations

Video


November 9, 2020

Olivier Corradi, CEO at Tomorrow

CITIES final conference

PDF: KEYNOTE: Challenges, status and possibilities

Video

September 21, 2020Henrik Madsen

Presentation in the Danish parliament: Consultation in the Climate, Energy and Supply Committee on smart energy systems)

(Danish) Hvordan udvikler vi tarif- og afgiftsstrukturer, der understøtter fleksibilitet og effektivitet, og hvilken rolle kan digitalisering spille?

September 21, 2020Peder BacherPresentation at Dansk Fjernvarme

Digitalisering af fjernvarmen, viden fra CITIES-projektet og konkret anvendelse

August 2020Giulia De ZottiPresentation 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 2020Henrik MadsenLecture 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 2020Henrik MadsenLecture from IEA Wind Digitalization: 2nd General Meeting (Virtual)

Fusion of Data and Physics-Based Modeling; State-of-the-Art and Applications

Marts 2020Henrik MadsenLecture from Energy Transition Week Trondheim, Virtual Workshop

Characterization and Use of Flexibility for the Future Smart and Integrated Energy System

05-03-2020Henrik MadsenMasterclass om digitalisering af fjernvarmen - Gate21

Masterclass om digitalisering af fjernvarmen

Februar 2020Henrik MadsenLecture from TU Delft Urban Energy konference

Give brains to buildings

Januar 2020Henrik MadsenLecture from ERGO-EME Seminar, Mathematics, University of Edinburgh

Accelerating the Green Transition Using Energy Systems Integration and Data-Intelligenc

23-26-06-2019Giulia De ZottiPresentation from EURO2019 (Dublin, 23-26 June 2019)

Control-based provision of ancillary services by flexible end-users

21 June 2019Giulia De ZottiGiulia De Zotti - DTU Defence2019 (Copenhagen, 21 June 2019)

Leveraging Consumers’ Flexibility for the Provision of Ancillary Services

07-03-2019Henrik MadsenDanish Cooling and Heat Pump Forum 2019En acceleration af den grønne omstilling gennem digitalisering
09-01-2019Henrik MadsenEnergiForum Danmark: Cognitive Buildings

Cognitive Buildings, hvor langt er vi kommet og mulighederne fremover

18-12-2018Henrik MadsenBSA Seminar, The Hong Kong Polytechnic University

How to Accelerate the Transition to a Fossil-free Society Using Smart Buildings

26-11-2018Henrik MadsenMeeting at Energinet.dk

CITIES and Center Denmark A National Digitalization Hub for a Smart and Fossil-free Society

22-11-2018Henrik MadsenCenSES Annual Conference 2018, Scientific conference, Oslo

How to use flexibility for accelerating the green transition

08-11-2018Per Sieverts NielsenInternational Conference on Sustainable Engineering Practices, Indonesia

Towards a Low Carbon Energy System in Denmark

07-11-2018Henrik MadsenEuropean Utility Week, Vienna

SmartNet - Pilot B (Denmark): Flexibility in Summer Houses with a Swimming Pool

30-10-2018Henrik MadsenIEEE SmartGridComm Conference Aalborg

Robust Model Predictive Control with Scenarios for Aggregators in Grids with High Penetration of Renewable Energy Sources

25-10-2018Henrik MadsenChinese Mayors Training Program, DTU

Data-Intelligent Energy Systems Integration in Cities

24-10-2018Per Sieverts NielsenBITs 8thAnnual Low Carbon Earth Summit, Qingdao

Towards a Low Carbon Society in Denmark

23-10-2018Henrik MadsenWorkshop at Florence School of Regulation, Florence, Italy

Pilot B (Denmark): Flexibility in Summer Houses with a Swimming Pool

01-10-2018Henrik MadsenMinister 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

29-08-2018Henrik MadsenVisit by Tencent, David Wallenstein, Martrikel 1, Copenhagen

Center Denmark: Towards a Smart and Fossil-free Society

03-07-2018Henrik MadsenMeeting with Google and EWII

Center Denmark: Towards a Smart and Fossil-free Society

27-06-2018Henrik MadsenNTNU Workshop, European Parliament

The Importance of ICT Technologies in the Overall Energy Transition

1-6 July 2018Giulia De ZottiPresentation from ISMP2018 (Bordeaux, 1-6 July 2018)

Consumers’ Flexibility Estimation at the TSO Level for Balancing Services

27-06-2018Henrik MadsenHouse of Energy Event, Green Tech Center, Vejle

Intelligent Energy Systems in Buildings

06-06-2018Brian Vad MathiesenDG Energy, Expert workshop - Technology Pathways, European Commission

The Smart Energy System: Synergies in low-cost energy storages across sectors – studies from projects RE-INVEST, CITIES

3-7 June 2018Giulia De ZottiPresentation from ENERGYCON2018 (Cyprus, 3-7 June 2018)

Utilizing Flexibility Resources in the Future Power System Operation: Alternative Approaches

21-05-2018Henrik MadsenCLEAN Annual Meeting

Data Intelligence is Key to Energy Efficient and Flexible Energy Systems

26-03-2018Henrik Madsen/Peter StentoftDANVAK Annual Meeting

Metoder til at udnytte energifleksibilitet i spildevandssystemer

26-03-2018Henrik MadsenIEA ECB Annex 67 Meeting in Barcelona

Characterizing the Energy Flexibility of Buildings and Districts

23-03-2018Per Sieverts NielsenInvited talk at Manado State University, Indonesia

ICT Solutions for Smart Cities

22-03-2018Per Sieverts NielsenInvited talk at Sam Ratulangi University Manado, Indonesia

Smart Liveable Cities

21-03-2018Per Sieverts NielsenPresenation at at Smart Low-carbon City seminar workshop, Manado, Indonesia

Smart Low-carbon city development

20-03-2018Per Sieverts NielsenInvited talk at De La Salle University Manado, Indonesia

Smart Cities – ICT for low carbon solution

14-03-2018Henrik MadsenSINTEF - ZEN Workshop on Energy/Power Flexibility Indicators at FME ZEN Centre, NTNU, Oslo

Characterizing the Energy Flexibility of Buildings and Districts

01-03-2018Henrik MadsenINSERO's 10 years anniversary at Insero Atrium, Horsens

Artificial Intelligence and Computer Science for Smart Energy Systems

27-02-2018Henrik MadsenInvited Presentation for Energy Savings Council (Energisparerådet) at Danish Energy Agency

Evidence-based Energy Performance and Flexibility

10-02-2018Henrik MadsenDigitalisation of District Heating Systems at Kraftringen, Lund, Sweden

Data Intelligent Operation of DH Systems (incl. Temp. Opt. v.4.0)

05-02-2018Henrik LundWorkshop at the Danish parlament Christiansborg (in Danish)

Brint frem for biomasse i energi-systemet?

24-01-2018Henrik MadsenEnergy Cooperative Meeting at Utrecht, Netherlands

How to characterize and use energy flexible buildings and cooperatives

04-01-2018Henrik MadsenNew 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

07-12-2017Henrik MadsenInvited talk at Argonne National Lab, Chicago

Methodologies for Controlling the Electricity Load in Future Intelligent and Integrated Energy Systems

05-12-2017Henrik MadseniiESI Workshop on Infrastructures, NREL, Denver, Colerado

Can heating and cooling really be flexible enough to have an impact on the energy infrastructure?

01-12-2017Henrik MadsenZEN Workshop, SINTEF Byggforsk, Trondheim, Norge

Bridging the Gap between Physical and Statistical Modelling

21-11-2017Henrik MadsenEuropean Big Data Forum (EDF session on Energy), Versailles, Paris

Control of Future Smart Grids Using Big Data Analytics

15-11-2017Henrik MadsenWorkshop with Danish Energy Agency (Energistyrelsen)

Brug af data ved Energibesparelser, Energimærkning, samt Intelligente (Flexible) Bygninger

14-11-2017Henrik MadsenMeeting with Lyngby Vidensby

Methodologies for Integrating Energy Flexible Buildings and Districts into the Future Smart Grid

13-11-2017Henrik MadsenIDA Energy workshop on Cognitive Buildings

Methods for using existing and new data - Results from CITIES, SCA and REBUS projects

07-11-2017Henrik MadsenZEN Workshop on 'Energy Flexibility in Zero Emission Neighborhoods'

Methodologies for integrating energy flexible buildings in the future smart grid

07-11-2017Henrik MadsenZEN Workshop, Energy flexibility in Zero Emission Neighborhoods

Grey-box modelling; Bridging the gap between physical and statistical modelling

06-11-2017Henrik MadsenGrundfos - DTU Workshop

CITIES - Center for IT-Intelligent Energy Systems

06-11-2017Henrik MadsenNTNU-DTU Smart Cities Meeting at DTU

Smart Cities – NTNU-DTU Meeting

24-10-2017Henrik MadsenNordic Smart Cities Live, Stockholm

Intelligent and Integrated Energy Systems - Energy Systems in Smart Cities for the Smart Society

10-10-2017Henrik MadsenFLEXcoop Kickoff Meeting, Fraunhofer, Bruxelles

How to characterize and label energy Flexibile buildings and districts; For operating the future smart grids

09-10-2017Henrik MadsenMeeting with Helsingør Forsyning at DTU

Data Intelligent Temperature Optimization (Temp. Opt. v.4.0)

05-10-2017Henrik MadseneSACP Workshop on DTU

Using stochastic differential equations for wind and solar power forecasting

03-10-2017Henrik MadseniEnergy Conference at EWII, Kolding

Methods and new energy taxes paves the way for the future fossil-free energy system Results from CITIES

28-09-2017Henrik MadsenIEA Annex 67 Meeting, Graz, Austria

How to characterize, label and use energy flexible buildings and districts (A2.3 + A2.4) Examples of the penalty signal

25-09-2017Daniela Guericke and Ignacio BlancoMeeting with Ringkøbing District Heating

Optimal Dispatch for CHP Units under Solar Production Uncertainty

23-09-2017Henrik MadsenHigh Tech SUMMIT 2017

From Smart Cities to Smart Societies

21-09-2017Henrik MadsenChinese Mayors Training Program with Grundfos

Energy Systems Integration in Cities - Chinese Mayors Training Program

06-09-2017Henrik MadsenIDA Energy: Cognitive Buildings - Intelligent Buildings for the future

Methods for using existing and new data

05-09-2017Henrik MadsenInvited talk at Confederation of Danish Industry

Use of Flexibility in Future Intelligent and Integrated Energy Systems

23-08-2017Henrik MadsenISGAN Smart Grid Seminar

Methodologies for Implementing Future Intelligent and Integrated Energy Systems; Experiences from CITIES and EU SmartNet Projects

22-08-2017Henrik MadsenThe BRIDGE Summit at DI, Copenhagen

CITIES paves the way for a fossil-free future

25-07-2017Henrik MadsenIEA Annex 67 Workshop on Energy Flexible Buildings for Smart Grids

A Framework for Characterizing Thermal Flexibility in Buildings and Districts

06-07-2017Henrik MadsenUniversity of Granada, Spain

What can we learn from data ?

01-07-2017Daniela GuerickeInvited talk at DS&OR Forum, University of Paderborn, Germany

Decision-making for integrated energy systems

22-06-2017Henrik MadsenChinese Mayors Visit in Denmark

Intelligent Energy Systems Integration

15-06-2017Henrik MadsenMeeting with Kraftringen on next generation of District Heating Temperature Control

Data Intelligent Temperature Optimization (Temp. Opt. v.4.0)

08-06-2017Henrik MadsenDTU-Tsinghua Workshop on Energy, Technology and Behaviour in Buildings at Tsinghua University, Beijing

Identification of stochastic models for describing the thermal performance of buildings

07-06-2017Henrik MadsenEighth Clean Energy Ministerial (CEM8), Bejing, China

Emission/Cost Saving by Data Intelligent Control of Motor Systems

01-06-2017Henrik MadsenDoctor Honoris Causa Lecture

Statistics and Crystall Ball Techniques - ... on the use of Hidden Markov Models

24-05-2017Henrik MadsenREBUS Workshop at Saint-Gobain

Statistical Models and Methods; Thermal performance and Occupant behavior

11-05-2017Henrik MadsenNIRAS, EWII, Danfoss, Grundfos, ENFOR, EMD workshop on intelligent and integrated energy systems in Kolding, Denmark

Intelligent and Integrated Energy Systems

10-05-2017Henrik MadsenDanish Energy Association Event on Intelligent Nets at Balslev, Copenhagen

A Control-Based Approach for Solving Ancillary Service Problems in Smart Grids

27-04-2017Henrik MadsenIEA Annex 71 Meeting (key note lecture) at Loughborough University

Inventory of Identification Techniques

25-04-2017Henrik MadsenIEA Annex 73 Preparation Meeting at Rambøll Head Office (Copenhagen)

Centre for IT-Intelligent Energy Systems in Cities (CITIES)

05-04-2017Henrik MadsenMeeting with Danish Ministry for Energy, Utilities and Climate

Brug af Data i Fremtidens Intelligente og Integrerede Energisystemer

30-03-2017Henrik MadsenConference 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

29-03-2017Giulia De ZottiConference 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

28-03-2017Henrik MadsenMeeting on ESS and Kraftringen related to District Heating Intelligence at Kraftringen, Lund, Sweden

Data Intelligent Temperature Optimization in DH Systems

07-03-2017Henrik MadsenInvited Talk at KU Leuven

Methodologies for Controlling the Electricity Load in Future Intelligent and Integrated Energy Systems

06-03-2017Henrik MadsenDanish Strategy Meeting on DH Related Focus Areas at Niras, Aarhus

Intelligent and Integrated Energy Systems

08-02-2017Henrik MadsenVisitors from Croatian Government and World Bank at DTU Compute

Methodologies for Operating Future Intelligent Power and Energy Systems

06-02-2017Henrik MadsenSmart Greater Copenhagen - Kick-off Event at Copenhagen (Region H)

Technological Possibilites and Challenges for Smart Cities

16-12-2016Brian Vad MathiesenSmartEnCity Network webinar

Strategic Energy Planning in countries and cities

13-12-2016Steve HeinenEnergy Centre, University of Auckland, New Zealand

Residential space heat electrification in a system with high penetration of wind - A Planning Analysis

30-11-2016Henrik MadsenCLEAN - Flexible Power Consumption in Companies at Hindsgavl, Middelfart

Smart-Energy Operating-System; A Framework for Implementing Flexible Energy Systems

30-11-2016Peder BacherSustain ATV Conference 2016; Creating Technology for a Sustainable Society at DTU

Smart-Energy Operating-System; A Framework for Implementing Flexible Electric Energy Systems in Smart Cities

29-11-2016Henrik MadsenVisit from Korean Government

CITIES - Center for IT-Intelligent Energy Systems in cities; Energy Strategy Meeting

24-11-2016Steven 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

A review of tools, methods, and approaches for smart cities: the experience of EERA JP Smart Cities Taskforce on Simulation Platform Development

22-11-2016Erik LindströmCITIES Seminar on Electricity Markets

A Stability Analysis of the Nord Pool System using Hourly Spot Price Data

22-11-2016Stein-Erik Fleten, Marius Johansen, Alois Pichler, Carl J UllrichCITIES Seminar on Electricity Markets

Policy Uncertainty and Real Options in Switching of Peak Generators

21-11-2016Alfred HellerEERA Conference in Birmingham

The City of Knowledge - A Triple Helix Organization - Methods for an alternative value chain

21-11-2016Henrik MadsenCASHPump Kick-off meeting (EUDP project using tools from CITIES)

A Framework for Implementing Flexible Electric Energy Systems using IoT - With a focus on thermal flexibility

14-11-2016Alfred HellerATV meeting

Integrated and Intelligent Energy Systems

03-11-2016Henrik MadsenEERA JP Energy Systems Integration Workshop at DTU

Methodologies for Operating Future Intelligent and Integrated Energy Systems

02-11-2016Henrik MadsenChinese Mayors Training - DTU and Grundfos

Energy Systems Integration in Cities - Chinese Mayors Training Program

31-10-2016Henrik MadsenNTNU-DTU Workshop on Smart Cities at NTNU, Trondheim, Norway

Methodologies for Operating Future Intelligent Wastewater Systems

31-10-2016Henrik MadsenNTNU-DTU Workshop on Smart Cities at NTNU, Trondheim, Norway

Cyber Physical Models for Smart Cities

20-10-2016Henrik MadsenNTU-DTU Smart Cities Workshop in Singapore

Methodologies for Operating Future Intelligent and Integrated Energy Systems

13-10-2016Henrik MadsenSmart Cities Accelerator Project Kick-off Meeting in Copenhagen

Præsentation af CITIES projektet - med fokus på SCA (in Danish)

13-10-2016Xiufeng Liu, Per Sieverts Nielsen, Alfred Heller, Alexander TureczSmart Cities Accelerator Kick-off Meeting in Copenhagen

Smart CITIES Data Management System

11-10-2016Henrik MadsenCESI invited keynote presentation at the University of Newcastle

Methodologies for Operating Future Intelligent Energy Systems

10-10-2016Henrik MadsenVKR-Holding, Arcon-Sunmark, DTU

A Framework for Implementing Flexible Electric Energy Systems - With a focus on thermal storage solutions

04-10-2016Henrik MadsenIDA Conference on Smart and Sustainable Cities at IDA Copenhagen

Methodologies for Implementing Energy Related Smart Cities Solutions

22-09-2016Henrik MadsenSiemens CKI Event at DTU

Towards Low Carbon Societies - A Framework for Controlling the Power Load in Future Electric Energy Systems

12-09-2016Henrik MadsenEU JRC Workshop on Location Data at JRC Ispra, Italy

Methods for using online and spatial data for energy systems

08-09-2016Henrik MadsenNTVA Nordic Smart Cities and Communities Conf. in Trondheim

Smart-Energy OS

19-08-2016Henrik MadsenChina Architecture Design Group - 60 Smart Cities from China at DTU Compute

CITIES - Center for IT-Intelligent Energy Systems in Cities

11-08-2016Henrik MadsenVIP visit (Villum Christensen) visit at DTU

CITIES - Center for IT-Intelligent Energy Systems in cities

03-08-2016Henrik MadsenOB-16 Symposium and 4th IEA EBC Annex 66 Experts’ Meeting in Ottawa, Canada

Use of CO2 measurements for indirect classification of presence and occupancy behavior in summerhouses

21-07-2016Juan Miguel Morales GonzálezIEEE PES GM in Boston

Operational Strategies for a Portfolio of Wind Farms in a Two-Price Balancing Market

20-07-2016Juan Miguel Morales GonzálezIEEE PES GM in Boston

The Danish Experience and View on Energy System Development

06-07-2016Henrik MadsenH2020 SmartNet Consortium Meeting at DTU

Smart-Energy Operating-System - A system for controlling and operating flexibility in electric energy systems

01-07-2016Henrik MadsenEERA JP Smart Cities workshop in Prague

CITIES - A Framework for Implementing Energy Flexible Solutions in Smart Cities

29-06-2016Henrik MadsenThe 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

20-06-2016Henrik MadsenISF2016 (International Symposium on Forecasting) invited keynote talk in Santander, Spain

State-of-the-art in Probabilistic Forecasting of Wind and Solar Power Generation

20-06-2016Juan Miguel Morales GonzálezPSCC conference in Genoa, Italy

Mechanisms to Increase the Efficiency of Two-stage Electricity Markets with Uncertain Supply

19-06-2016Henrik MadsenBoston Climate Bridge - Women Leading Change - Visit in Copenhagen

CITIES - Center for IT-Intelligent Energy Systems in cities

07-06-2016Henrik MadsenGreater Copenhagen Smart Solutions - Living Labs for Liveable Cities - Halvandet, Copenhagen

CITIES - Center for IT-Intelligent Energy Systems in Cities

02-06-2016John Bagterp JørgensenEnergy Lab Nordhavn Workshop on Model Predictive Control

Model Predictive Control for Smart Energy Systems

30-05-2016Henrik Madsen2nd International Conference of Skoltech Center for Energy - Skoltech (Skolkovo Institute of Science and Technology), Moscow

Flexibility Potentials in Combined Power and Thermal Systems

24-05-2016Mark O'MalleyCentre for IT-Intelligent Energy Systems in Cities Third General Consortium Meeting in Copenhagen, DenmarkStatus of European Energy Research Alliance Joint Programme in Energy Systems Integration and International Institute of Energy Systems Integration
24-05-2016Steve HeinenCentre for IT-Intelligent Energy Systems in Cities Third General Consortium Meeting in Copenhagen, Denmark

Planning tools for integrated energy systems

12-05-2016Henrik MadsenCLEAN Annual Meeting - Sønderborg Castle

Energy Systems Integration

10-05-2016Henrik MadsenEERA JP Energy Systems Integration, UCD, Dublin

Smart-Energy Operating-System - A framework for implementing solutions for smart, flexible and integrated energy systems

20-04-2016Henrik MadsenSiemens Research Center, Munich

Smart-Energy Operating-System - A framework for implementing Intelligent and integrated energy systems

14-04-2016Hans Joachim FerreauWorkshop on MPC

Embedded Model Predictive Control in Industrial Applications

13-04-2016Gianluca FrisonWorkshop on MPC

Algorithms and Methods for Fast Model Predictive Control

07-04-2016Juan Migual Morales GonzálezEnergyCon 2016, IEEE International Energy Conference, Leuven, Belgium

A Data-driven Bidding Model for a Cluster of Price-responsive Consumers of Electricity

29-03-2016Audun BotterudVisit from Argonne National Laboratory

Electricity Markets and Renewable Energy: United States vs. Europe

18-03-2016Henrik Madsen and Peder BacherWorkshop at BBRI, Bruxelles

Some perspectives for the use of smart meter data

17-03-2016Henrik MadsenIEA Annex 67 Meeting, SINTEF, Trondheim

Models and methods for facilitating energy flexibility in buildings and districts

17-03-2016Steve HeinenEnergy Centre, University of Auckland, New Zealand

Smart Integration of future domestic heaters in energy systems with high shares of variable renewables - an investment model assessment

14-03-2016Henrik MadsenVisitors from NTU Singapore - PowerLab.dk, DTU

Smart Water and Intelligent Energy Systems

26-02-2016Henrik Madsen and Rasmus HalvgaardWorkshop on Energy Flexibility at iEnergy

Wastewater Treatment and Energy Flexibility, CITIES and Kolding WWTP

25-02-2016Henrik MadsenSmart City Accelerator Meeting, Hotel Hilton, Copenhagen

CITIES solutions for smart cities - some exampels - INTERREG V - Smart City Accelerator

28-01-2016Henrik MadsenAlan Turing Workshop, Dept. of Mathematics, University of Edinburgh

Probabilistic forecasting and its importance for energy systems

22-01-2016Henrik MadsenMeeting with EU Commission and DG Energy in Bruxelles

The Energy System in 2020, Data Analytics and ICT

18-01-2016Henrik MadsenGrøn Energi / Danish District Heating Org. - Workshop on use of data in DH systems, Kolding

Styring af fremløbstemperatur under brug af prognoser og data

13-01-2016Henrik MadsenVisit by Nanyang Technical University, Singapore

Intelligent Energy Systems Integration and CITIES

17-12-2015Henrik MadsenSustain DTU Annual Conference at DTU

Control of Electricity Load in Future Smart Cities

07-12-2015Henrik MadsenSmart City Exchange; TUB-DTU-NTNU Strategic Meeting at TU-Berlin, Germany

Intelligent use of (smart) meter data

02-12-2015Henrik MadsenVESTAS - DTU Strategic Meeting at VESTAS, Aarhus

Integration of Renewable Energy Theoretical and Practical Aspects

23-11-2015Henrik Madsen2015 Energy Institute / ERC Annual Symposium at UCD - Energy Institute, Dublin

Probabilistic Forecasting of Wind and Solar Power Generation

11-11-2015Henrik MadsenPresentation of DTU Annual Energy Report 2015 at DTU Oticon

Integrated Energy Systems Aggregation, Forecasting and Control

09-11-2015Henrik MadseniEnergy / DEHA Meeting on Risø

Price-based Control of Buildings; Examples from CITIES

06-11-2015Henrik MadsenTotalFlex - CITIES Workshop at NOVI - Aalborg

CITIES and TotalFlex Possibilities for joint activities

01/02-11-2015Henrik MadsenNTNU - DTU Smart Cities Dialog and Rectors Meeting at DTU

NTNU - DTU Smart Cities Dialog

28-10-2015Henrik MadsenSmart Nation Initiative, Singapore

Intelligent Energy Systems Integration in Smart Cities

27-10-2015Henrik MadseniiESI Workshop, KIER, Daejeon, South Korea

The role of ICT based methods in enabling thermal energy systems flexibility in Denmark

20-10-2015Henrik MadsenInvited talk; Toyota Research and Development, Nagoya, Japan

Integration of Renewable Energy; Theoretical and Practical Aspects

20-10-2015Alfred HellerSmart Cities Live konference in Stockholm

Sustainability by certification

01-10-2015Henrik MadsenIEA EBC Annex 67 Meeting, FCT-UNL, Portugal

Aggregators, Modelling, Forecasting and Control for Flexible Buildings and Districts

29-09-2015Henrik Madsen2nd Net Zero Energy Buildings Conference (Invited), Lisbon

Strategies of Energy Flexible Buildings and Districts

28-09-2015Henrik MadsenUniversity of Sydney, Powerlab.dk, DTU Elektro

Intelligent Energy Systems Integration

24-09-2015Henrik MadsenMathematical Sciences Collaboration in Energy Systems Integration, Durham-UCD-DTU

Grey-Box Modeling; An approach to combined physical and statistical model building

11-09-2015Henrik MadsenVisit by Minister Alex White TD, Ireland

Energy Projects in Cooperation between UCD and DTU

27-08-2015Henrik MadsenSiemens CKI Workshop, DTU

Intelligent Energy Systems Integration

20-08-2015Henrik MadsenA delegation from the Embassy of Ireland with lead by the Ambassador Cliona Manahan has visited CITIES

Collaboration between UCD and DTU

18-08-2015Jon Anders Reichert LiisbergCITIES Kamstrup Meeting

Hidden Markov models for indirect classification of occupancy behaviour

07-08-2015Henrik MadsenKamstrup-AVA-CITIES meeting

What can we learn from meter data?

28-07-2015Henrik MadsenPES General Meeting, Session on Energy Systems Integration, Denver, Colorado

ESI in Denmark: A Solution with More than 40 pct Wind Power

27-07-2015Henrik MadsenPES General Meeting, Session on Virtual Storage, Denver, Colorado

Co-Optimization of Heat and Electricity in the Danish Energy System

17-07-2015Juan Miguel Morales GonzálezISMP 2015

A Data-driven Bidding Model for a Cluster of Price-responsive Consumers of Electricity

09-07-2015Henrik MadsenDTU GDSI (Global Decision Support Initiative)

Energy Systems Integration; Smart Cities

17-06-2015Henrik MadsenLithuanian Energy Institute, Kaunas, Lithuania

Energy Systems Integration Research Challenges

22-05-2015Alfred HellerCLEAN Årsmøde 2015

CITIES præsentation

14-04-2015

IEA EBC Annex 58 Expert Meeting, CTU, Prague

Guideline for data analysis from dynamical experimental campaigns. Statistical Methods

26-03-2015Henrik MadsenDepartment for Mathematical Statistics, Iowa State University

Methods for Probabilistic Forecasting of Wind and Solar Power Generation (Invited Talk)

25-03-2015Henrik MadsenIowa State University, Department for Industrial Design

Centre for IT-Intelligent Energy Systems

19-03-2015Henrik MadsenIDA-IT og Energi, Mere data - bedre energisystem?

Anvendelse af forbrugsdata i et smart energisystem, København og Aarhus

10-03-2015Alfred HellerArup University

From Grid To Society

04-03-2015Alfred HellerEnergiforum Denmark

Bygninger – en aktiv del af fremtidens energiforsyning

16-02-2015Henrik MadsenUniversidad Nacional Autónoma de México (UNAM), Department of Mathematics

Energy Systems Integration; Research Challenges

11-02-2015Henrik MadsenEuroTech PhD School, EPFL, Lausanne

What can we learn from data?

09-02-2015Henrik MadsenEuroTech PhD School, EPFL, Lausanne

Stochastic Modelling of Energy Systems in Cities

06-01-2015Henrik MadsenPerspektiver for anvendelse af data i fjernvarmesystemer

Præsentation (Danish)

17-12-2014Henrik MadsenSiemens Workshop, Technical University of Denmark

Forecasting, Aggregation and Control for Future Electric Energy Systems

03-12-2014Henrik MadsenEERA JP Smart Cities, Espoo, Finland

An Introduction to Energy Systems Integration

01-12-2014Henrik MadsenSmart Cities Workshop, NTNU, Trondheim, Norway.

Integration of Energy Systems; Research Challenges

27-11-2014Henrik Madsen and Alfred HellerBid Data som værktøj til at styre byens energi - IDA IT

Præsentation (Danish)

26-11-2014Henrik MadsenIDA IT - Big Data and Energy Systems

Big Data and Energy Systems Integration, Copenhagen

25-11-2014Niamh O'ConnellInnovationsFonden, Annual Meeting, Copenhagen

Energy Systems Integration in Cities (Invited talk)

12-11-2014Henrik MadsenForecasting, Control and Optimisation for Future Electric Energy Systems

henrik_madsen_talk

04-11-2014Henrik MadsenNERA, TU-Delft and TU-Eindhoven research coordination meeting

NERA_ESI_workshop_TU_Delft

08-10-2014Alfred HellerWater DTU Workshop, DTU, Denmark - How can Cities work with the Energy-Water Nexus?

Presentation.

08-10-2014Henrik MadsenERC/UCD Symposium, Dublin, Irland

Presentation.

06-10-2014Henrik MadsenForeign Ministry of Denmark

Presentation (in Danish)

01-10-2014Henrik MadsenDanish presentation at a meeting at the District Heating Association (Dansk Fjernvarme/Grøn Energi)

Perspektiver for anvendelse af data i fjernvarmesystemer

25-09-2014Juan M. M. GonzálezWorkshop on Mathematical Models and Methods for Energy Optimization, Budapest, Hungary

Forecast errors on Generation and Transmission Expansion Planning

19-09-2014Juan M. M. GonzálezSiemens event at DTU, Denmark
Sept. 2014Henrik MadsenIEA EBC Annex 58 meeting at the Lawrence Berkeley Lab, USA

Advanced Data Analysis Methods

23-08-2014Alfred HellerThird Workshop on Design in Civil and Environmental Engineering 2014 in Copenhagen, Denmark - title 'Change in design targets for building energy towards smart cities'

Download presentation

23/24-06-2014Henrik MadsenJRC‐IET Ispra

Program

06-2014Henrik MadsenCOST Wire and CITIES workshop in Roskilde, Denmark

Intelligent Energy Systems in CITIES and Solar Power Forecasting

14-05-2014Carsten RodeInformation Technology for Intelligent Energy Systems

Boersen event

CITIES Børsen IT-Value BellaCenter Carsten Rode 14-05-2014

12/14-05-2014Henrik MadsenEnergy, Cities, and the Control of Complex Systems, Erice, Sicily, Italy

erice_talk_henrik_madsen

05-2014Herik MadsenUrban Workshop, Athens

Video from workshop - Highlights

28-04-2014Henrik MadsenGeneral Assembly by the Vidensby Lyngby

Præsentation (in Danish)

28-04-2014Alfred HellerGeneral Assembly by the Vidensby Lyngby

'Hvordan kan Vidensby Lyngby blivet inspireret af andre Smart Cites projekter?': Præsentation (in Danish)