List of publications

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.

CITIES task force and white papers

WP1 – Energy Services and Demand

Journal articles

Articles in conference proceedings

  • Xiufeng Liu, Simon Bolwig & Per Sieverts Nielsen (2019): SmartM: A Non-intrusive Load Monitoring Platform, International Conference on Business Information Systems, pp. 424-434 [DOI]
  • Pinrolinvic Manembu, Angreine Kewo, Per Sieverts Nielsen, Xiufeng Liu, Brammy Welang & Aditya Lapu (2018): Architecture Design of Smart Meter Controlling System for Dynamic IP Environments, 2018 International Conference on Intelligent Autonomous Systems (ICoIAS), pp. 175-179 [DOI]
  • Xiufeng Liu, Rongling Li & Per Sieverts Nielsen (2018): User Activity Simulation for Residential Buildings, Proceedings of the 13th Conference on Sustainable Development of Energy, Water and Environment Systems (SDEWES)
  • Pinrolinvic Manembu, Brammy Welang, Aditya Kalua Lapu, Angreine Kewo, Per Sieverts Nielsen & Xiufeng Liu (2017): A Novel Smart Meter Controlling System with Dynamic IP Addresses, Proceeding of The 26th IEEE International Symposium on Industrial Electronics, pp. 1465-1470
  • Xiufeng Liu, Per Sieverts Nielsen, Alfred Heller & Panagiota Gianniou (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]
  • Angreine Kewo, Pinrolinvic Manembu, Per Sieverts Nielsen & Xiufeng Liu (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)
  • Nadeem Iftikhar, Xiufeng Liu, Sergiu Danalachi, Finn Ebertsen Nordbjerg & Jens Henrik Vollesen (2017): A Scalable Smart Meter Data Generator Using Spark, On the Move to Meaningful Internet Systems. OTM 2017 Conferences, pp. 21-36 [DOI]
  • Xiufeng Liu & Per Sieverts Nielsen (2017): Air Quality Monitoring System and Benchmarking, Proceedings of 19th International Conference on Big Data Analytics and Knowledge Discovery, pp. 459-470 [DOI]
  • Xiufeng Liu, Per Sieverts Nielsen & Alfred Heller (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)
  • Xiufeng Liu, Nadeem Iftikhar, Per Sieverts Nielsen & Alfred Heller (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]
  • Panagiota Gianniou, Alfred Heller, Per Sieverts Nielsen & Carsten Rode (2016): Identification of Parameters Affecting the Variability of Energy Use in Residential Buildings, Proceedings of the 12th REHVA World Congress (CLIMA 2016) [PDF]
  • Nadeem Iftikhar, Xiufeng Liu, Finn Ebertsen Nordbjerg & Sergiu Danalachi (2016): A Prediction-based Smart Meter Data Generator, Proceedings 19th International Conference on Network-Based Information Systems (NBiS), pp. 173-180 [DOI]
  • Xiufeng Liu & Per Sieverts Nielsen (2015): Streamlining Smart Meter Data Analytics, Proceedings of the 10th Conference on Sustainable Development of Energy, Water and Environment Systems [PDF]
  • Panagiota Gianniou, Alfred Heller, Per Sieverts Nielsen, Kristoffer Negendahl & Carsten Rode (2015): Aggregation of building energy demands for city-scale models, Proceedings of Building Simulation 2015 [PDF]

Presentations and poster presentations

Ph.D. theses

  • Alexander Martin Tureczek (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

Articles in conference proceedings

  • Alessia Falcone, Dominik Franjo Dominković & Allan Schrøder Pedersen (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
  • T. Tomić, Dominik Franjo Dominkovic, A. Pfeifer & D.R. Schneider (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
  • Dominik Franjo Dominkovic, I. Bačeković, B. Ćosić, G. Krajačić, Tomislav Pukšec, N. Duić & N. Markovska (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

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. Jørgensen, T.K.S. Ritschel, D. Boiroux, E. Schroll-Fleischer, M.R. Wahlgreen, M.K. Nielsen, H. Wu & J.K. Huusom (2020): Simulation of NMPC for a Laboratory Adiabatic CSTR with an Exothermic Reaction, Presentation at European Control Conference (ECC 2020)
  • M.R. Wahlgreen, E. Schroll-Fleischer, D. Boiroux, T.K.S. Ritschel, H. Wu, J.K. Huusom & J.B. Jørgensen (2020): Nonlinear Model Predictive Control for an Exothermic Reaction in an Adiabatic CSTR, Presentation at 2020 Advances in Control & Optimization of Dynamical Systems (ACODS 2020)
  • Dominik Franjo Dominkovic, Rune Grønborg Junker, Ignacio Blanco, Karen Byskov Lindberg, Goran Krajačić & Henrik Madsen (2019): Demand response in district heating systems: on operational and capital savings potential, Presentation at 5th International Conference on Smart Energy Systems
  • Daniela Guericke, Ignacio Blanco, Juan Miguel Morales González & Henrik Madsen (2017): Biomass Supply Planning for Combined Heat and Power Plants using Stochastic Programming, Presentation at International Conference on Operations Research 2017 [PDF]
  • Daniela Guericke, Ignacio Blanco, Juan Miguel Morales González & Henrik Madsen (2017): Stochastic Programming for Fuel Supply Planning of Combined Heat and Power Plants, Presentation at INFORMS Annual Meeting 2017, Houston, United States [PDF]
  • Ignacio Blanco, Daniela Guericke, Juan Miguel Morales González & Henrik Madsen (2017): Decision-making Under Uncertainty for Fuel Contracting of Combined Heat and Power Plants, Presentation at European Conference on Stochastic Optimization, Rome, Italy
  • Ignacio Blanco, Daniela Guericke, Juan Miguel Morales González & Henrik Madsen (2017): Decision-making under uncertainty to support the planning of biomass supply, Presentation at 21st Conference of the International Federation of Operational Research Societies
  • Henrik Madsen, Jacopo Parvizi & Peder Bacher (2016): Smart-Energy Operating-System – A Framework for Implementing Flexible Electric Energy Systems in Smart Cities, Presentation at DTU ATV Sustain Conference 2016
  • Martin Haubjerg Rosgaard, Andrea N. Hahmann, Henrik Madsen, Gregor Giebel, Poul Ejnar Sørensen, Henrik Aalborg Nielsen & Torben Skov Nielsen (2015): Limited area forecasting for wind energy scheduling, Poster presented at UCD Energy Institute and Electricity Research Centre Annual Symposium
  • Ivan Tengbjerg Hermann, Niamh O´Connell, Alfred Heller & Henrik Madsen (2014): CITIES: Centre for IT-Intelligent Energy Systems in Cities, Presentation at European Meetings on Cybernetics and Systems Research 2014 (EMCSR 2014)

Book chapters

  • Peter Steen Mikkelsen, Karsten Arnbjerg-Nielsen, Poul Løgstrup Bjerg, Peter Bauer-Gottwein, Hans-Jørgen Albrechtsen, Henrik Rasmus Andersen, Luca Vezzaro, Morten Borup, Lisbeth Truelstrup Hansen, Martin Drews, Kristian Mølhave, Krist V. Gernaey, Colin Stedmon, Patrizio Mariani, Severine Ramousse, Lotte Bjerregaard Jensen, Henrik Madsen, Lasse Engbo Christiansen, Erik Damgaard Christensen, Peter Uhd Jepsen, Jakob Janting, Sarah Renée Ruepp, Christian Pedersen, Line Bekker Poulsen, Thomas Overgaard Jensen, Lars Brückner, Jan Eiersted Molzen, Morten Andersen & Mads H Odgaard (2019): Lad vand og data strømme [PDF]
  • Henrik Madsen, Jacopo Parvizi, Rasmus Fogtmann Halvgaard, Leo Emil Sokoler, John Bagterp Jørgensen, Lars 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 Madsen, Jacopo Parvizi, Anna Maria Sempreviva, Henrik W. Bindner, Chris 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 Tastu, Pierre 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 Madsen, Juan Miguel Morales, Pierre-Julien Trombe, Gregor Giebel, Hans 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 Hansen, David Connolly, Henrik Lund, Dave Drysdale & Jakob Zinck Thellufsen (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
  • Jakob Zinck Thellufsen (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

Scientific reports

Ph.D. theses

WP7 – Decision-making and Support Systems

Journal articles

Articles in conference proceedings

Presentations and poster presentations

  • Daniela Guericke, Anders N. Andersen, Ignacio Blanco & Henrik Madsen (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]
  • Daniela Guericke, Anders N. Andersen, Ignacio Blanco & Henrik Madsen (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
  • Ignacio Blanco, Daniela Guericke, Juan M. Morales, Henrik Madsen & Jong-Bae Park (2018): Optimal Short-term Operation of Combined Heat and Power Plants Using Different Operation Modes, Presentation at INFORMS Annual Meeting 2018
  • Daniela Guericke, Ignacio Blanco, Juan Miguel Morales González & Henrik Madsen (2017): Biomass Supply Planning for Combined Heat and Power Plants using Stochastic Programming, Presentation at International Conference on Operations Research 2017 [PDF]
  • Daniela Guericke, Ignacio Blanco, Juan Miguel Morales González & Henrik Madsen (2017): Stochastic Programming for Fuel Supply Planning of Combined Heat and Power Plants, Presentation at INFORMS Annual Meeting 2017, Houston, United States [PDF]
  • Ignacio Blanco, Daniela Guericke, Juan Miguel Morales González & Henrik Madsen (2017): Decision-making Under Uncertainty for Fuel Contracting of Combined Heat and Power Plants, Presentation 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 Problem, Presentation at Symposia on Mathematical Techniques Applied to Data Analysis and Processing (SMATAD), Málaga, Spain [PDF]
  • Ignacio Blanco, Daniela Guericke, Juan Miguel Morales González & Henrik Madsen (2017): Decision-making under uncertainty to support the planning of biomass supply, Presentation at 21st Conference of the International Federation of Operational Research Societies
  • Christos Ordoudis, Pierre Pinson & Juan Miguel Morales González (2016): Stochastic Integrated Market for Electric Power and Natural Gas Systems, Poster presented at 3rd General Consortium Meeting of CITIES project

Book chapters

  • Henrik Madsen, Juan Miguel Morales, Pierre-Julien Trombe, Gregor Giebel, Hans 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

  • Ignacio Blanco (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

  • Steven Heinen & Mark. J. O’Malley (2019): Complementarities of Supply and Demand Sides in Integrated Energy Systems, IEEE Transactions on Smart Grid 10(1), pp. 1156-1165 [DOI]
  • Steve Heinen, Daniel Burke & Mark O’Malley (2016): Electricity, gas, heat integration via residential hybrid heating technologies – An investment model assessment, Energy 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 Analysis, Presentation 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 assessment, Presentation at Energy Centre Research Symposium, University of Auckland
  • Steve Heinen (2016): Planning tools for integrated energy systems – New energy paradigms, modelling challenges & personal endeavours, Presentation at 3rd General Consortium Meeting of CITIES project
  • Steve Heinen (2016): Electricity, gas, heat integration via residential hybrid heating technologies, Poster 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 Integration, Presentation 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 models, Poster 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

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