Publications 2012

Journal articles


  • Halvgaard, Rasmus; Bacher, Peder; Perers, Bengt; Andersen, Elsa; Furbo, Simon; Jørgensen, John Bagterp; Poulsen, Niels Kjølstad; Madsen, Henrik. Model predictive control for a smart solar tank based on weather and consumption forecasts. In: Energy Procedia, Vol. 30, 2012, p. 270-278.(pdf)
  • Madsen, Henrik; Grigore, Albeanu; Popenţiuvlǎdicescu, Florin. An Intuitionistic Fuzzy Methodology for Component-Based Software Reliability Optimization. In: International Journal of Performability Engineering, Vol. 8, No. 1, 2012, p. 67-76. (pdf unavailable at this time)
  • Thordarson, Fannar Ørn; Breinholt, Anders; Møller, Jan Kloppenborg; Mikkelsen, Peter Steen; Grum, M.; Madsen, Henrik. Evaluation of probabilistic flow predictions in sewer systems using grey box models and a skill score criterion. In: Stochastic Environmental Research and Risk Assessment, Vol. 26, No. 8, 2012, p. 1151-1162. (pdf)
  • Trombe, Pierre-Julien ; Pinson, Pierre; Madsen, Henrik. A General Probabilistic Forecasting Framework for Offshore Wind Power Fluctuations. In: Energies, Vol. 5, No. 3, 2012, p. 621-657. (pdf)
  • Breinholt, Anders; Møller, Jan Kloppenborg; Madsen, Henrik; Mikkelsen, Peter Steen. A formal statistical approach to representing uncertainty in rainfall-runoff modelling with focus on residual analysis and probabilistic output evaluation – Distinguishing simulation and prediction. In: Journal of Hydrology, Vol. 472-473, 2012, p. 36-52. (pdf)
  • Sørup, Hjalte Jomo Danielsen; Madsen, Henrik; Arnbjerg-Nielsen, Karsten. Descriptive and predictive evaluation of high resolution Markov chain precipitation models. In: Environmetrics, Vol. 23, No. 7, 2012, p. 623-635. (pdf)
  • Dorini, Gianluca Fabio ; Thordarson, Fannar Ørn; Bauer-Gottwein, Peter; Madsen, H.; Rosbjerg, Dan; Madsen, Henrik. A convex programming framework for optimal and bounded suboptimal well field management. In: Water Resources Research, Vol. 48, 2012, p. W06525. (pdf)
  • Lodi, C.; Bacher, Peder; Cipriano, J.; Madsen, Henrik. Modelling the heat dynamics of a monitored Test Reference Environment for Building Integrated Photovoltaic systems using stochastic differential equations. In: Energy and Buildings, Vol. 50, 2012, p. 273-281. (pdf)
  • Morales González, Juan Miguel; Pinson, Pierre; Madsen, Henrik. A Transmission-Cost-Based Model to Estimate the Amount of Market-Integrable Wind Resources. In: I E E E Transactions on Power Systems, Vol. 27, No. 2, 2012, p. 1060-1069 . (pdf)
  • Pinson, Pierre; Madsen, Henrik. Adaptive modelling and forecasting of offshore wind power fluctuations with Markov-switching autoregressive models. In: Journal of Forecasting, Vol. 31, No. 4, 2012, p. 281–313. (pdf)
  • Møller, Jan Kloppenborg; Philipsen, Kirsten Riber; Christiansen, Lasse Engbo; Madsen, Henrik. Development of a restricted state space stochastic differential equation model for bacterial growth in rich media. In: Journal of Theoretical Biology, Vol. 305, 2012, p. 78-87. (pdf)

Article in proceedings

  • Madsen, Henrik; Albu, Razvan-Daniel; Felea, Ioan; Popentiu-Vladicescu, Florin. A new ensemble model for short term wind power prediction. 11th International Probabilistic Safety Assessment and Management Conference and the Annual European Safety and Reliability Conference 2012 (PSAM11 ESREL 2012) . Vol. 2 Curran Associates, 2012. p. 1505-1514.
  • Madsen, Henrik; Albeanu, Grigore; Popentiu-Vladicescu, Florin; Albu, Razvan-Daniel; Popentiu-Vladicescu, Florin. Optimal reliability allocation for large software projects through soft computing techniques. 11th International Probabilistic Safety Assessment and Management Conference and the Annual European Safety and Reliability Conference 2012 (PSAM11 ESREL 2012) . Vol. 3 Curran Associates, 2012. p. 1879-1886.
  • Pinson, Pierre (Invited author); Jónsson, Tryggvi (Invited author); Zugno, Marco (Invited author); Morales González, Juan Miguel (Invited author); Madsen, Henrik (Invited author). Statistical Analysis of the Impact of Wind Power on Market Quantities and Power Flows. 2012 IEEE Power and Energy Society General Meeting. IEEE, 2012.
  • Duun-Henriksen, Anne Katrine; Boiroux, Dimitri; Schmidt, Signe; Skyggebjerg, Ole; Madsbad, Sten; Jensen, Peter Ruhdal; Jørgensen, John Bagterp; Poulsen, Niels Kjølstad; Nørgaard, Kirsten; Madsen, Henrik. Tuning of Controller for Type 1 Diabetes Treatment with Stochastic Differential Equations. Biological and Medical Systems. Vol. 8 2012. p. 46-51 (IFAC Proceedings Volumes (IFAC-PapersOnline) ). (pdf)
  • Boiroux, Dimitri; Duun-Henriksen, Anne Katrine; Schmidt, Signe; Nørgaard, Kirsten; Madsbad, Sten; Skyggebjerg, Ole; Jensen, Peter Ruhdal; Poulsen, Niels Kjølstad; Madsen, Henrik; Jørgensen, John Bagterp. Overnight Control of Blood Glucose in People with Type 1 Diabetes. Biological and Medical Systems. Vol. 8 2012. p. 73-78 (IFAC Proceedings Volumes (IFAC-PapersOnline) ). (pdf)
  • Löwe, Roland; Mikkelsen, Peter Steen; Rasmussen, Michael R.; Madsen, Henrik. State-space adjustment of radar rainfall and stochastic flow forecasting for use in real-time control of urban drainage systems. Urban Drainage Modelling: Proceedings of the Ninth International Conference on Urban Drainage Modelling, Belgrade, Serbia, 4-6 September 2012. University of Belgrade, 2012. (pdf)
  • Löwe, Roland; Mikkelsen, Peter Steen; Madsen, Henrik. Forecast generation for real-time control of urban drainage systems using greybox modelling and radar rainfall. Proceedings of the 10th International Conference on Hydroinformatics. 2012. (pdf)
  • Cha, Seung-Tae; Zhao, Haoran; Wu, Qiuwei; Østergaard, Jacob; Nielsen, Torben Skov; Madsen, Henrik. Evaluation of Energy Storage System to Support Danish Island of Bornholm Power Grid. Proceedings of 10th International Power and Energy Conference. IEEE, 2012. (pdf)
  • Halvgaard, Rasmus; Poulsen, Niels K.; Madsen, Henrik; Jørgensen, John Bagterp; Marra, Francesco; Bondy, Daniel Esteban Morales. Electric vehicle charge planning using Economic Model Predictive Control. 2012 IEEE International Electric Vehicle Conference (IEVC). IEEE, 2012. (pdf)
  • Madsen, Henrik; Albu, Rǎzvan-Daniel; Popentiu, Florin; Ţarcǎ, Radu Catalin; Grigore, Albeanu. Designing a reliable protocol for web services based robots interconnection. Advances in Safety, Reliability and Risk Management: Proceedings Of The European Safety And Reliability Conference, Esrel 2011, Troyes, France, 18–22 September 2011. ed. / Christopher Bérenguer; Antoine Grall; C. Guedes Soares. London : Taylor & Francis, 2012. p. 435-436.
  • Madsen, Henrik; Albu, Rǎzvan-Daniel; Felea, Ioan; Grigore, Albeanu; Popentiu, Florin; Ţarcǎ, Radu Catalin. Web server’s reliability improvements using recurrent neural networks. Advances in Safety, Reliability and Risk Management: Proceedings Of The European Safety And Reliability Conference, Esrel 2011, Troyes, France, 18–22 September 2011. ed. / Christophe Bérenguer; Antoine Grall; C. Guedes Soares. London : Taylor & Francis, 2012. p. 441-444.
  • Boiroux, Dimitri; Schmidt, Signe; Duun-Henriksen, Anne Katrine; Frøssing, Laurits; Nørgaard, Kirsten; Madsbad, Sten; Skyggebjerg, Ole; Poulsen, Niels Kjølstad; Madsen, Henrik; Jørgensen, John Bagterp. Control of Blood Glucose for People with Type 1 Diabetes: an in Vivo Study. Proceedings of the 17th Nordic Process Control Workshop. ed. / John Bagterp Jørgensen; Jakob Kjøbsted Huusom; Gürkan Sin. Kogens Lyngby : Technical University of Denmark, 2012. p. 133-140. (pdf)
  • Halvgaard, Rasmus; Poulsen, Niels Kjølstad; Madsen, Henrik; Jørgensen, John Bagterp. Economic Model Predictive Control for Building Climate Control in a Smart Grid. 2012 IEEE PES Innovative Smart Grid Technologies (ISGT). IEEE, 2012. p. 6175631. (pdf)
  • Andersen, Philip Hvidthøft Delff; Rode, Carsten; Madsen, Henrik. Studies of Heat Dynamics in an Arctic Low-energy House. Proceedings of the 5th International Building Physics Conference. 2012. (pdf)

Conference abstracts in journals

  • Rosgaard, M. H.; Giebel, Gregor; Nielsen, T. S. ; Hahmann, Andrea N.; Sørensen, Poul Ejnar; Madsen, Henrik. Integrated Wind Power Planning Tool. In: Geophysical Research Abstracts, Vol. 14, 2012, p. EGU2012-13636. (pdf)

Conference abstracts in proceedings

  • Lindström, Erik; Ionides, Edward; Frydendall, Jan; Madsen, Henrik. Efficient Iterated Filtering. System Identification. Vol. 16 International Federation of Automatic Control, 2012. p. 1785-1790 (IFAC Proceedings Volumes (IFAC-PapersOnline) ).
  • Sokoler, Leo Emil; Edlund, Kristian; Mølbak, Tommy; Poulsen, Niels Kjølstad; Madsen, Henrik; Jørgensen, John Bagterp. Stochastic Model Predictive Control with Applications in Smart Energy Systems. Proceedings of the 17th Nordic Process Control Workshop. ed. / John Bagterp Jørgensen; Jakob Kjøbsted Huusom; Gürkan Sin. Kogens Lyngby : Technical University of Denmark, 2012. p. 206. (pdf)
  • Halvgaard, Rasmus; Poulsen, Niels Kjølstad; Madsen, Henrik; Jørgensen, John Bagterp. Modeling Smart Energy Systems for Model Predictive Control. Proceedings of the 17th Nordic Process Control Workshop. ed. / John Bagterp Jørgensen; Jakob Kjøbsted Huusom; Gürkan Sin. Kogens Lyngby : Technical University of Denmark, 2012. p. 175. (pdf)

Papers

  • Zugno, Marco; Morales González, Juan Miguel; Pinson, Pierre; Madsen, Henrik. Modeling Demand Response in Electricity Retail Markets as a Stackelberg Game. 2012. Paper presented at 12th IAEE European Energy Conference: Energy challenge and environmental sustainability , Venice, Italy. (pdf)

Ph.D. theses

  • Boiroux, Dimitri; Jørgensen, John Bagterp (Main supervisor); Poulsen, Niels Kjølstad (Supervisor); Madsen, Henrik (Supervisor). Model Predictive Control Algorithms for Pen and Pump Insulin Administration. Kgs. Lyngby : Technical University of Denmark, 2012. 239 p. (IMM-PHD-2012; No. 283). (pdf)
  • Bacher, Peder; Madsen, Henrik (Main supervisor); Nielsen, Henrik Aalborg (Supervisor). Models for efficient integration of solar energy. Kgs. Lyngby, Denmark : Technical University of Denmark, 2012. 188 p. (IMM-PhD-2012; No. 272). (pdf)
  • Breinholt, Anders; Mikkelsen, Peter Steen (Supervisor); Madsen, Henrik (Supervisor); Grum, Morten (Supervisor). Uncertainty in prediction and simulation of flow in sewer systems. Kgs. Lyngby : DTU Environment, 2012. 77 p. (pdf)
  • Møller, Jonas Bech; Madsen, Henrik (Supervisor). Model Based Analysis of Ethnic Differences in Type 2 Diabetes. Kgs. Lyngby, Denmark : Technical University of Denmark (DTU), 2012. 82 p. (IMM-PHD-2012; No. 268). (pdf)

Posters

  • Rosgaard, M. H.; Hahmann, Andrea N.; Nielsen, T. S. ; Madsen, Henrik; Giebel, Gregor; Sørensen, Poul Ejnar. Integrated Wind Power Planning Tool. 2012. Poster session presented at European Geosciences Union General Assembly 2012, Vienna, Austria. (pdf)
  • Trombe, Pierre-Julien ; Pinson, Pierre; Vincent, Claire Louise; Madsen, Henrik; Jensen, Niels E.; Bøvith, Thomas; Le, Nina F.; Sommer, Anders. Weather radars – A new pair of eyes for offshore wind farms?. 2012. Poster session presented at EWEA 2012 – European Wind Energy Conference & Exhibition, Copenhagen, Denmark. (pdf)
  • Rosgaard, Martin H.; Hahmann, Andrea N.; Nielsen, Torben S.; Madsen, Henrik; Giebel, Gregor; Sørensen, Poul Ejnar. Integrated Wind Power Planning Tool. 2012. Poster session presented at EWEA 2012 – European Wind Energy Conference & Exhibition, Copenhagen, Denmark. (pdf)

Reports

  • Bacher, Peder (Editor); Madsen, Henrik (Editor); Nielsen, Henrik Aalborg (Editor); Perers, Bengt (Editor). Load Forecasting for Households. iPower Consortium, 2012.
  • Löwe, Roland; Mikkelsen, Peter Steen; Madsen, Henrik. Stochastic flow forecasting with calibrated radar rainfall input. Technical University of Denmark, DTU Informatics, Building 321, 2012. 15 p. (IMM-Technical Report-2012-4). (pdf)
  • Petersen, Lars Norbert; Madsen, Henrik; Heerup, Christian. ESO2 Optimization of Supermarket Refrigeration Systems : Mixed Integer MPC and System Performance. Kgs. Lyngby, Denmark : Technical University of Denmark, DTU Informatics, Building 321, 2012. 77 p. (IMM-Technical Report-2012; No. 1). (pdf)

Sound/Visual presentations (digital)

  • Boiroux, Dimitri (Author); Schmidt, Signe (Author); Duun-Henriksen, Anne Katrine (Author); Frøssing, Laurits (Author); Nørgaard, Kirsten (Author); Madsbad, Sten (Author); Skyggebjerg, Ole (Author); Poulsen, Niels Kjølstad (Author); Madsen, Henrik (Author); Jørgensen, John Bagterp (Author). Control of Blood Glucose for People with Type 1 Diabetes: an in Vivo Study. 2012. 17th Nordic Process Control Workshop, Kongens Lyngby, Denmark, 25/01/12. (pdf)