Publications 2014

Books

  • Morales González, Juan Miguel; Conejo, Antonio J.; Madsen, Henrik; Pinson, Pierre; Zugno, Marco. Integrating Renewables in Electricity Markets : Operational Problems. Springer, 2014. 429 p. (International Series in Operations Research and Management Science, Vol. 205).

Book chapters

  • Madsen, H, Morales, JM, Trombe, P-J, Giebel, G, Ejsing Jørgensen, H & Pinson, P 2014, 'Wind resource assessment and wind power forecasting'. in H Hvidtfeldt Larsen & L Sønderberg Petersen (eds), DTU International Energy Report 2014: Wind energy — drivers and barriers for higher shares of wind in the global power generation mix. Technical University of Denmark, pp. 72-78.

Journal articles


  • M. Zugno, J.M. Morales Gonzales, P. Pinson, H. Madsen: A bilevel model for the electricity retailers’ participation in a demand response market, Energy Economics, Vol 36, pp. 182-197, 2014.
  • A.K. Duun-Henriksen, S. Schmidt, R.Røge, J.Bech, K. Nørgaard, J.B. Jørgensen, H. Madsen, Model identification using stochastic differential equation grey-box models in diabetes, Journal of Diabetes Science and Technology, Vol. 7, pp. 431-440, 2014
  • Iversen, Jan Emil Banning ; Morales González, Juan Miguel ; Møller, Jan Kloppenborg ; Madsen, Henrik. Probabilistic Forecasts of Solar Irradiance by Stochastic Differential Equations. In: Environmetrics, Vol. 25, No. 3, 2014, p. 152-164. (pdf)
  • Andersen, Philip Hvidthøft Delff ; Jiménez, María José ; Madsen, Henrik ; Rode, Carsten. Characterization of heat dynamics of an arctic low-energy house with floor heating. In: Building Simulation, Vol. 7, No. 6, 2014, p. 595-614.
  • Sokoler, Leo Emil ; Standardi, Laura ; Edlund, Kristian ; Poulsen, Niels Kjølstad ; Madsen, Henrik ; Jørgensen, John Bagterp. A Dantzig-Wolfe decomposition algorithm for linear economic model predictive control of dynamically decoupled subsystems. In: Journal of Process Control, Vol. 24, No. 8, 2014, p. 1225-1236.
  • Hansen, Alexander Hildenbrand ; Duun-Henriksen, Anne Katrine ; Juhl, Rune ; Schmidt, Signe ; Nørgaard, Kirsten ; Jørgensen, John Bagterp ; Madsen, Henrik. Predicting Plasma Glucose From Interstitial Glucose Observations Using Bayesian Methods. In: Journal of Diabetes Science and Technology, Vol. 8, No. 2, 2014, p. 321-330.
  • O’Connell, Niamh ; Pinson, Pierre ; Madsen, Henrik ; O׳Malley, Mark. Benefits and challenges of electrical demand response: A critical review. In: Renewable and Sustainable Energy Reviews, Vol. 39, 2014, p.686-699. (pdf)
  • Jónsson, Tryggvi ; Pinson, Pierre ; Madsen, Henrik ; Nielsen, Henrik Aalborg. Predictive densities for day-ahead electricity prices using time-adaptive quantile regression. In: Energies, Vol. 9, No. 9, 2014, p. 5523-5547. (pdf)
  • Jónsson, Tryggvi ; Pinson, Pierre ; Nielsen, Henrik Aalborg ; Madsen, Henrik. Exponential smoothing approaches for prediction in real-time electricity markets. In: Energies, Vol. 7, No. 6, 2014, p. 3710-3732. (pdf)
  • Sossan, Fabrizio ; Bindner, Henrik W. ; Madsen, Henrik ; Torregrossa, Dimitri ; Reyes Chamorro, Lorenzo ; Paolone, Mario. A model predictive control strategy for the space heating of a smart building including cogeneration of a fuel cell-electrolyzer system. In: International Journal of Electrical Power & Energy Systems, Vol. 62, 2014, p. 879-889. (pdf)
  • Naveros, I.; Bacher, Peder; Ruiz, D. P.; Jiménez, M. J.; Madsen, Henrik. Setting up and validating a complex model for a simple homogeneous wall. In: Energy and Buildings, Vol. 70, 2014, p. 303-317. (pdf)
  • Iversen, Jan Emil Banning; Morales González, Juan Miguel; Madsen, Henrik. Optimal charging of an electric vehicle using a Markov decision process. In: Applied Energy, Vol. 123, 2014, p. 1-12. (pdf)
  • Löwe, Roland; Thorndahl, Søren; Mikkelsen, Peter Steen; Rasmussen, Michael R.; Madsen, Henrik. Probabilistic online runoff forecasting for urban catchments using inputs from rain gauges as well as statically and dynamically adjusted weather radar. In: Journal of Hydrology, 2014. (pdf)
  • Andersen, Philip Hvidthøft Delff; Iversen, Anne; Madsen, Henrik; Rode, Carsten. Dynamic modeling of presence of occupants using inhomogeneous Markov chains. In: Energy and Buildings, Vol. 69, 2014, p. 213-223. (pdf)
  • Trombe, Pierre-Julien ; Pinson, Pierre; Madsen, Henrik. Automatic Classification of Offshore Wind Regimes With Weather Radar Observations. In: I E E E Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 7, No. 1, 2014, p. 116-125. (pdf)
  • Tastu, Julija; Pinson, Pierre; Trombe, Pierre-Julien ; Madsen, Henrik. Probabilistic forecasts of wind power generation accounting for geographically dispersed information. In: I E E E Transactions on Smart Grid, Vol. 5, No. 1, 2014, p. 480-489. (pdf)
  • Trombe, Pierre-Julien ; Pinson, Pierre; Vincent, Claire Louise; Bøvith, Thomas; Cutululis, Nicolaos Antonio; Draxl, Caroline; Giebel, Gregor; Hahmann, Andrea N.; Jensen, Niels E.; Jensen, Bo P.; Le, Nina F.; Madsen, Henrik; Pedersen, Lisbeth B.; Sommer, Anders. Weather radars – the new eyes for offshore wind farms?. In: Wind Energy, 2013. (pdf)
  • Löwe, Roland; Mikkelsen, Peter Steen; Madsen, Henrik. Stochastic rainfall-runoff forecasting: parameter estimation, multi-step prediction, and evaluation of overflow risk. In: Stochastic Environmental Research and Risk Assessment, Vol. 28, No. 3, 2014, p. 505-516. (pdf)

Article in proceedings

  • Madsen, H, Albeanu, G, Burtschy, B & Popentiu-Vladicescu, F 2014, Bio Inspired Algorithms in Single and Multiobjective Reliability Optimization. in Proceedings of the 20th ISSAT International Conference on Reliability and Quality in Design (RQD 2014)., 2001, pp. 1-5.
  • Madsen, H, Albeanu, G, Burtschy, B & Popentiu-Vladicescu, F 2014, Neutrosophic Logic Applied to Decision Making. in Proceedings of the Intelligent Computing, Communication and Devices (ICCD 2014). vol. 1, Springer, pp. 1-7. Advances in Intelligent Systems and Computing, vol. 308, , 10.1007/978-81-322-2012-1_1
  • Boiroux, D, Duun-Henriksen, AK, Schmidt, S, Nørgaard, K, Poulsen, NK, Madsen, H & Jørgensen, JB 2014, 'Assessment of Model Predictive and Adaptive Glucose Control Strategies for People with Type 1 Diabetes'. in Preprints of the 19th World Congress The International Federation of Automatic Control (IFAC 2014). pp. 231-236.
  • Batora, V, Tarnik, M, Murgas, J, Schmidt, S, Nørgaard, K, Poulsen, NK, Madsen, H & Jørgensen, JB 2014, 'Bihormonal model predictive control of blood glucose in people with type 1 diabetes'. in Proceedings of the IEEE Conference on Control Applications (CCA), 2014 . IEEE, pp. 1693-1698., 10.1109/CCA.2014.6981556
  • Sokoler, LE, Dammann, B, Madsen, H & Jørgensen, JB 2014, 'A Mean-Variance Criterion for Economic Model Predictive Control of Stochastic Linear Systems'. in Proceedings of the 53rd IEEE Conference on Decision and Control. IEEE, pp. 5907 – 5914., 10.1109/CDC.2014.7040314
  • Sokoler, LE, Dammann, B, Madsen, H & Jørgensen, JB 2014, 'A Decomposition Algorithm for Mean-Variance Economic Model Predictive Control of Stochastic Linear Systems'. in Proceedings of the IEEE International Symposium on Intelligent Control (ISIC) 2014, Part of 2014 IEEE Multi-conference on Systems and Control. IEEE, pp. 1086-1093., 10.1109/ISIC.2014.6967612
  • Zugno, M, Morales González, JM & Madsen, H 2014, 'Robust Management of Combined Heat and Power Systems via Linear Decision Rules'. in 2014 IEEE International Energy Conference (ENERGYCON). IEEE, pp. 479-486.
  • O'Connell, N, Madsen, H, Pinson, P, O'Malley, M & Green, T 2014, 'Regulating Power from Supermarket Refrigeration'. in Proceedings of the IEEE ISGT Europe 2014., 0414, IEEE., 10.1109/ISGTEurope.2014.7028781
  • Vezzaro, L, Löwe, R, Madsen, H, Grum, M & Mikkelsen, PS 2014, 'Risk -Based Model Predictive Control of Urban Drainage Networks: When Uncertainty matters'. in Proceedings of the 13th International Conference on Urban Drainage.

Conference abstracts in proceedings

  • Rosgaard, MH, Hahmann, AN, Nielsen, TS, Giebel, G, Sørensen, PE & Madsen, H 2014, Evaluation of Dynamical Downscaling Resolution Effect on Wind Energy Forecast Value for a Wind Farm in Central Sweden. in Proceedings of the 3rd International Lund Regional-Scale Climate Modelling Workshop: 21st Century Challenges in Regional Climate Modelling. pp. 282-283. International Baltic Earth Secretariat Publications, no. 3
  • Halvgaard, R, Tychsen, P, Munk-Nielsen, T, Grum, M & Madsen, H 2014, 'Waste Water Treatment Plants and the Smart Grid'. in Abstract Book – DTU Sustain Conference 2014. Technical University of Denmark, Kgs. Lyngby.
  • Herrmann, Ivan Tengbjerg ; O’Connell, Niamh ; Heller, Alfred ; Madsen, Henrik. CITIES: Centre for IT-Intelligent Energy Systems in Cities. EMCSR 2014, 2014, p. 1-8.

Conference articles

  • Saez Gallego, J, Morales González, JM, Madsen, H & Jonsson, T 2014, 'Determining reserve requirements in DK1 area of Nord Pool using a probabilistic approach' Energy, vol 74, pp. 682-693., 10.1016/j.energy.2014.07.034 (pdf)

Papers

  • Löwe, R, Del Giudice, D, Mikkelsen, PS, Rieckermann, J & Madsen, H 2014, 'Probabilistic modelling in urban drainage – two approaches that explicitly account for temporal variation of model errors' Paper presented at 13th International Conference on Urban Drainage, Sarawak, Malaysia, 07/09/2014 – 12/09/2014

Ph.D. theses

  • Löwe, Roland ; Madsen, Henrik (Main supervisor) ; Mikkelsen, Peter Steen (Supervisor). Probabilistic Forecasting for On-line Operation of Urban Drainage Systems. Technical University of Denmark, p. 316. (pdf)
  • Halvgaard, Rasmus; Jørgensen, John Bagterp (Main supervisor); Poulsen, Niels Kjølstad (Supervisor); Madsen, Henrik (Supervisor). Model Predictive Control for Smart Energy Systems. Kgs. Lyngby : Technical University of Denmark, 2014. 162 p. (DTU Compute PHD-2014; No. 327). (pdf)

Posters

  • Rosgaard, MH, Hahmann, AN, Nielsen, TS, Giebel, G, Sørensen, PE & Madsen, H 2014, Evaluation of Dynamical Downscaling Resolution Effect on Wind Energy Forecast Value for a Wind Farm in Central Sweden Centre for IT-Intelligent Energy Systems general Consortium Meeting 2014, Lyngby, Denmark, 26/05/2014 – 27/05/2014
  • Rosgaard, MH, Hahmann, AN, Nielsen, TS, Giebel, G, Sørensen, PE & Madsen, H 2014, Evaluation of Dynamical Downscaling Resolution Effect on Wind Energy Forecast Value for a Wind Farm in Central Sweden European Geosciences Union General Assembly 2014, Vienna, Austria, 27/04/2014 – 02/05/2014
  • Rosgaard, MH, Hahmann, AN, Nielsen, TS, Sørensen, PE, Madsen, H & Giebel, G 2014, Evaluation of Dynamical Downscaling Resolution Effect on Wind Energy Forecast Value for a Wind Farm in Central Sweden 3rd International Lund Regional-Scale Climate Modelling Workshop, Lund, Sweden, 16/06/2014 – 19/06/2014

Reports

  • O'Connell, N, Madsen, H, Andersen, PHD, Pinson, P & O'Malley, M 2014, Model Identification for Control of Display Units in Supermarket Refrigeration Systems. Technical University of Denmark (DTU), Kgs. Lyngby. DTU Compute-Technical Report-2014, no. 2
  • O’Connell, Niamh ; Madsen, Henrik ; Pinson, Pierre ; O’Malley, Mark. Modelling and Assessment of the Capabilities of a Supermarket Refrigeration System for the Provision of Regulating Power. Technical University of Denmark. p. 34. (pdf)