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
- 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] , & (2017):
- 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] , & (2016):
Articles in conference proceedings
- Proceeding of The 26th IEEE International Symposium on Industrial Electronics, pp. 1465-1470 , , , , & (2017): A Novel Smart Meter Controlling System with Dynamic IP Addresses,
- 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):
- Proceedings of the 12th Conference on Sustainable Development of Energy, Water and Environment Systems (SWEDES) , , & (2017): Modelling of electricity consumption in one of the Asia’s most populous cities – Jakarta, Indonesia,
- 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):
- Proceedings of the 12th Conference on Sustainable Development of Energy, Water and Environment Systems (SWEDES) , & (2017): An ICT-based Anomaly Detection Method for Smart Meter Data,
- 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] , , & (2016):
- 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] , , , & (2015):
Presentations and poster presentations
- 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 (2016):
- Cloud-Based Software Platform for Smart Meter Data Management, Presentation at 10th Conference on Sustainable Development of Energy, Water and Environment Systems & (2015):
- Presentation at 1st General Consortium Meeting of CITIES project (2014): Energy demand and services,
WP2 – Energy Supply, Transmission, Storage and Conversion
Journal articles
- 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):
- Renewable and Sustainable Energy Reviews 82(Part 2), pp. 1823-1838 [DOI] , , & (2017): The future of transportation in sustainable energy systems: Opportunities and barriers in a clean energy transition,
- Potential of district cooling in hot and humid climates, Applied Energy 208, pp. 49-61 [PDF] [DOI] , , , , , & (2017):
- 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] , , & (2016):
Articles in conference proceedings
- 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):
- 11th 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,
- Low Carbon Energy Supply for South East Europe, 10th Conference on Sustainable Development of Energy, Water and Environment System, pp. 660-660 , , , , , & (2015):
Presentations and poster presentations
- 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] , & (2017):
- 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 (2016):
- 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):
- 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,
WP3 – Intelligent Energy System Integration
Journal articles
- 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] , & (2017):
- Energy flexibility of residential buildings using short term heat storage in the thermal mass, Energy 111, pp. 991-1002 [DOI] & (2016):
- The Sensing Internet: A Discussion on Its Impact on Rural Areas, Future Internet 7, pp. 363-371 [PDF] [DOI] (2015):
Articles in conference proceedings
- 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] , & (2018):
- 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):
- Proceedings of the 12th Conference on Sustainable Development of Energy, Water and Environment Systems (SWEDES) , & (2017): An ICT-based Anomaly Detection Method for Smart Meter Data,
- 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):
- 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 , , , & (2015):
- 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] , , , & (2014):
Presentations and poster presentations
- Impact of Prosumers and their Clusters on the Energy System, Poster presented at Fourth General CITIES Consortium Meeting [PDF] , & (2017):
- 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 , & (2016):
- 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) , , & (2014):
Book chapters
- 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] (2015):
Scientific reports
- 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):
- Smart Buildings: Combining energy efficiency, flexibility and comfort (title translated from Chinese), State of Green [PDF] , , , , , , , , , , , , , , , & (2016):
- Smart Buildings: Combining energy efficiency, flexibility and comfort, State of Green [PDF] , , , , , , , , , , , , , , , & (2015):
- Building for the future smart energy cities, Technical University of Denmark, Department of Civil Engineering (2014):
WP4 – Intelligent Aggregation and Markets
Journal articles
- Correlation-Constrained and Sparsity-Controlled Vector Autoregressive Model for Spatio-Temporal Wind Power Forecasting, IEEE Transactions on Power Systems [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):
- 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] , , , & (2017):
- 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] , & (2016):
- 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] , , & (2015):
Articles in conference proceedings
- 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] & (2017):
- Impact of Renewable Energy Forecast Imperfections on Market-Clearing Outcomes, Proceedings of IEEE International Energy Conference 2016, pp. 1-6 [PDF] [DOI] & (2016):
- 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] , , & (2015):
- Regulating Power from Supermarket Refrigeration, Proceedings of the IEEE ISGT Europe 2014, pp. 1-6 [DOI] , , , & (2014):
Presentations and poster presentations
- 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 (2016):
Book chapters
- 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] , & (2015):
- 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] , , , , & (2014):
Scientific reports
- Model Identification for Control of Display Units in Supermarket Refrigeration Systems, DTU Compute Technical Report 2014-02, Technical University of Denmark [PDF] , , , & (2014):
Ph.D. theses
- Approaches for Accommodating Demand Response in Operational Problems and Assessing its Value, Technical University of Denmark, Ph.D. dissertation [PDF] (2016):
WP5 – Forecasting and Control
Journal articles
- Wind Power Forecasting Based on Echo State Networks and Long Short-Term Memory, Energies 11(3) [PDF] [DOI] , , & (2018):
- Computer Science – Research and Development 33(1), pp. 157-167 [DOI] , , , & (2018): Economic nonlinear MPC for a population of thermostatically controlled loads,
- 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):
- 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] , , & (2017):
- 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] , & (2016):
- 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] , & (2015):
- 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] , , , , & (2014):
Articles in conference proceedings
- 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] , & (2017):
- 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] , & (2016):
- 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] & (2015):
- 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] , , & (2014):
Presentations and poster presentations
- Biomass Supply Planning for Combined Heat and Power Plants using Stochastic Programming, Presentation at International Conference on Operations Research 2017 [PDF] , , & (2017):
- Presentation at INFORMS Annual Meeting 2017, Houston, United States [PDF] , , & (2017): Stochastic Programming for Fuel Supply Planning of Combined Heat and Power Plants,
- Presentation at European Conference on Stochastic Optimization, Rome, Italy , , & (2017): Decision-making Under Uncertainty for Fuel Contracting of Combined Heat and Power Plants,
- Presentation at 21st Conference of the International Federation of Operational Research Societies , , & (2017): Decision-making under uncertainty to support the planning of biomass supply,
- Smart-Energy Operating-System – A Framework for Implementing Flexible Electric Energy Systems in Smart Cities, Presentation at DTU ATV Sustain Conference 2016 , & (2016):
- Limited area forecasting for wind energy scheduling, Poster presented at UCD Energy Institute and Electricity Research Centre Annual Symposium , , , , , & (2015):
- CITIES: Centre for IT-Intelligent Energy Systems in Cities, Presentation at European Meetings on Cybernetics and Systems Research 2014 (EMCSR 2014) , , & (2014):
Book chapters
- 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] , & (2015):
- 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] , , , , & (2014):
Scientific reports
- 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] , , & (2017):
- An open-source thermodynamic software library, Technical University of Denmark (DTU Compute-Technical Report-2016; No. 12), Technical University of Denmark (DTU) [PDF] , , & (2016):
- Model Identification for Control of Display Units in Supermarket Refrigeration Systems, DTU Compute Technical Report 2014-02, Technical University of Denmark [PDF] , , , & (2014):
- Inhomogeneous Markov Models for Describing Driving Patterns, Technical University of Denmark [PDF] , , & (2013):
Ph.D. theses
- 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] (2016):
- Economic Model Predictive Control for Large-Scale and Distributed Energy Systems, Technical University of Denmark, Ph.D. dissertation [PDF] (2015):
WP6 – Simulation and Planning
Journal articles
- 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] , , , , , & (2017):
- Roles of local and national energy systems in the integration of renewable energy, Applied Energy 183, pp. 419-429 [DOI] & (2016):
- Energy saving synergies in national energy systems, Energy Conversion and Management 103, pp. 259-265 [DOI] & (2015):
- Heat Saving Strategies in Sustainable Smart Energy Systems, International Journal of Sustainable Energy Planning and Management 4, pp. 1-15 [PDF] [DOI] , , , , , & (2014):
Articles in conference proceedings
- Proceedings of the 10th Dubrovnik Conference for Sustainable Development of Energy, Water and Environment Systems , , , & (2015): Heat Roadmap Europe: Balancing heat supply and heat savings for various European countries,
- 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] (2014):
Presentations and poster presentations
- 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] (2015):
Scientific reports
- Future Green Buildings: A Key to Cost-Effective Sustainable Energy Systems, Department of Development and Planning, Aalborg University [PDF] , , , , , , & (2016):
- IDA´s Energy Vision 2050: A Smart Energy System strategy for 100% renewable Denmark, Department of Development and Planning, Aalborg University [PDF] , , , , , , , , , , , & (2015):
- Heat Saving Strategies in Sustainable Smart Energy Systems, Department of Development and Planning, Aalborg Universitet [PDF] , , , , , & (2014):
Ph.D. theses
- Contextual Aspects of Smart City Energy Systems Analysis: Methodology and Tools, Aalborg University, Ph.D. dissertation [PDF] (2017):
WP7 – Decision-making and Support Systems
Journal articles
- 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] & (2017):
- 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] , , , , & (2016):
- 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] , & (2015):
Articles in conference proceedings
- Stochastic Unit Commitment via Progressive Hedging – Extensive Analysis of Solution Methods, Proceedings of the IEEE PowerTech Conference 2015, pp. 1-6 [DOI] , , & (2015):
- 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):
Presentations and poster presentations
- Biomass Supply Planning for Combined Heat and Power Plants using Stochastic Programming, Presentation at International Conference on Operations Research 2017 [PDF] , , & (2017):
- Presentation at INFORMS Annual Meeting 2017, Houston, United States [PDF] , , & (2017): Stochastic Programming for Fuel Supply Planning of Combined Heat and Power Plants,
- Presentation at European Conference on Stochastic Optimization, Rome, Italy , , & (2017): Decision-making Under Uncertainty for Fuel Contracting of Combined Heat and Power Plants,
- 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):
- Presentation at 21st Conference of the International Federation of Operational Research Societies , , & (2017): Decision-making under uncertainty to support the planning of biomass supply,
- Stochastic Integrated Market for Electric Power and Natural Gas Systems, Poster presented at 3rd General Consortium Meeting of CITIES project , & (2016):
Book chapters
- 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] , , , , & (2014):
Scientific reports
- Inhomogeneous Markov Models for Describing Driving Patterns, Technical University of Denmark [PDF] , , & (2013):
Partner publications
Journal articles
- Energy 109, pp. 906-919 [DOI] , & (2016): Electricity, gas, heat integration via residential hybrid heating technologies – An investment model assessment,
Presentations and poster presentations
- Presentation at Energy Centre Research Seminar, University of Auckland (2016): Residential Space Heat Electrification in a System with High Penetration of Wind – A Planning Analysis,
- Presentation at Energy Centre Research Symposium, 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 3rd General Consortium Meeting of CITIES project (2016): Planning tools for integrated energy systems – New energy paradigms, modelling challenges & personal endeavours,
- Poster presented at 3rd General Consortium Meeting of CITIES project (2016): Electricity, gas, heat integration via residential hybrid heating technologies,
- Presentation 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,
- 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 (2014):
Scientific reports
- 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] , , , , , , & (2015):