On this page you find the list of scientific publications and presentations by CITIES researchers.
Further presentations can be found under Communications -> Presentations, PhD and Post Doc Page and on the pages for specific Events.
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WP1 – Energy Services and Demand
Journal articles
- , , & (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
- , , , , & (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)
- , , , , & (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
WP2 – Energy Supply, Transmission, Storage and Conversion
Journal articles
- & (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]
- , , , & (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
- & (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
- , , & (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
- , & (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
- , , & (2019): Exogenous Cost Allocation in Peer-to-Peer Electricity Markets, IEEE Transactions on Power Systems , pp. 1-1 [PDF] [DOI]
- , & (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): 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): A comprehensive framework for strategic energy planning based on Danish and international insights, Energy Strategy Reviews 24, pp. 83 – 93 [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): Online adaptive lasso estimation in vector autoregressive models for high dimensional wind power forecasting, International Journal of Forecasting [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
- , , , , & (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
- (2019): Market-based coordination for integrated electricity and natural gas systems under uncertain supply, Preprint available [PDF]
- , , , & (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
- (2018): Market-based Approaches for the Coordinated Operation of Electricity and Natural gas Systems, DTU Electro, Technical University of Denmark, Ph.D. dissertation
- (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
- , , , & (2019): A Markov-Switching model for building occupant activity estimation, Energy and Buildings 183, pp. 672-683 [DOI]
- , , & (2019): Price-responsive model predictive control of floor heating systems for demand response using building thermal mass, Applied Thermal Engineering [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
- , , & (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
- , , & (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
- , , , , , & (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]
- , , , , , , & (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]
- , , , & (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
- (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
- & (2019): A comprehensive framework for strategic energy planning based on Danish and international insights, Energy Strategy Reviews 24, pp. 83 – 93 [PDF] [DOI]
- , & (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
- (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
- , , & (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
- , , & (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
- , , & (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
- , , & (2018): Biomass supply planning for combined heat and power plants using stochastic programming, Preprint available [PDF]
- , , & (2018): A novel bidding method for co-generation units in district heating companies, Preprint available [PDF]
- , , & (2013): Inhomogeneous Markov Models for Describing Driving Patterns, Technical University of Denmark [PDF]
Ph.D. theses
- (2019): Decision-making Under Uncertainty for the Operation of Integrated Energy Systems, DTU Compute, Technical University of Denmark, Ph.D. dissertation
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