1985 …2020

Research output per year

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Research Output

2020

A Control-based Method to Meet TSO and DSO Ancillary Services Needs by Flexible End-Users

De Zotti, G., Kani, S. A. P., Morales, J. M., Madsen, H. & Poulsen, N. K., 2020, In : IEEE Transactions on Power Systems. 35, 3, p. 1868 - 1880

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
195 Downloads (Pure)

A two-phase stochastic programming approach to biomass supply planning for combined heat and power plants

Guericke, D., Blanco, I., Morales, J. M. & Madsen, H., 2020, In : OR Spectrum. 38 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
14 Downloads (Pure)

Computational Intelligence Approaches for Software Quality Improvement

Albeanu, G., Madsen, H. & Popențiu-Vlădicescu, F., 2020, Reliability and Statistical Computing. Springer, p. 305-317 (Springer Series in Reliability Engineering).

Research output: Chapter in Book/Report/Conference proceedingBook chapterResearchpeer-review

Control of heat pumps with CO2 emission intensity forecasts

Leerbeck, K., Bacher, P., Junker, R. G., Tveit, A., Corradi, O. & Madsen, H., Jun 2020, In : Energies. 13, 11, 19 p., 2851.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
15 Downloads (Pure)

Data-driven Nonlinear Prediction Model for Price Signals in Demand Response Programs

De Zotti, G., Binder, H., Hansen, A. B., Madsen, H. & Relan, R., 2020, Proceedings of Probabilistic Methods Applied to Power Systems 2020. IEEE, 6 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
File
19 Downloads (Pure)

Learning hidden Markov models with persistent states by penalizing jumps

Nystrup, P., Lindström, E. & Madsen, H., 15 Jul 2020, In : Expert Systems with Applications. 150, 14 p., 113307.

Research output: Contribution to journalJournal articleResearchpeer-review

Principles of Energy Flexible Buildings: Energy in Buildings and Communities Programme Annex 67 Energy Flexible Buildings

Marszal-Pomianowska, A. J., Johra, H., Knotzer, A., Salom, J., Péan, T., Jensen, S. Ø., Mlecnik, E., Kazmi, H., Pernetti, R., Klein, K., Frison, L., Engelmann, P., Parker, J., Aelenei, L., Lopes, R. A., Aelenei, D., Junker, R. G., Madsen, H., Santos, A. Q., Jørgensen, B. N. & 1 others, Ma, Z., 2020, International Energy Agency. 118 p.

Research output: Book/ReportReportResearch

Open Access
File
27 Downloads (Pure)

Semi-parametric modelling of sun position dependent solar gain using Bsplines in grey-box models

Rasmussen, C., Frölke, L., Bacher, P., Madsen, H. & Rode, C., 2020, In : Solar Energy. 195, p. 249-258

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
96 Downloads (Pure)

Stochastic nonlinear modelling and application of price-based energy flexibility

Junker, R. G., Kallesøe, C. S., Real, J. P., Howard, B., Lopes, R. A. & Madsen, H., 1 Oct 2020, In : Applied Energy. 275, 10 p., 115096.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
13 Downloads (Pure)

Technical, economic and environmental optimization of district heating expansion in an urban agglomeration

Dominković, D. F., Stunjek, G., Blanco, I., Madsen, H. & Krajačić, G., 15 Apr 2020, In : Energy. 197, 10 p., 117243.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
49 Downloads (Pure)

Temporal hierarchies with autocorrelation for load forecasting

Nystrup, P., Lindström, E., Pinson, P. & Madsen, H., 1 Jan 2020, In : European Journal of Operational Research. 280, p. 876-888

Research output: Contribution to journalJournal articleResearchpeer-review

2019

A Markov-Switching model for building occupant activity estimation

Wolf, S., Møller, J. K., Bitsch, M. A., Krogstie, J. & Madsen, H., 2019, In : Energy and Buildings. 183, p. 672-683 12 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Analysis of rebound effect modelling for flexible electrical consumers

De Zotti, G., Guericke, D., Kani, S. A. P., Morales, J. M., Madsen, H. & Poulsen, N. K., 2019, In : I F A C Workshop Series. 52, 4, p. 6-11

Research output: Contribution to journalConference articleResearchpeer-review

Open Access
File
92 Downloads (Pure)

A novel bidding method for combined heat and power units in district heating systems

Blanco, I., Andersen, A. N., Guericke, D. & Madsen, H., 1 Jan 2019, In : Energy Systems. 20 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Benefits of the Inclusion of Occupant Behaviour Profiles in the Simulation of the Energy Performance of Buildings

Cali, D., Müller, D. & Madsen, H., 2019, Proceedings of 16th IBPSA International Conference & Exhibition Building Simulation 2019. 8 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
File
74 Downloads (Pure)

Capturing the Random Changes in Process Parameters in the Stochastic Grey-box Model of the Flow-Front Dynamics

Relan, R., Nauheimer, M. & Madsen, H., 1 Jan 2019, In : IFAC-PapersOnLine. 52, 10, p. 31-36 6 p.

Research output: Contribution to journalConference articleResearchpeer-review

Open Access
File
46 Downloads (Pure)

Carbon dioxide-based occupancy estimation using stochastic differential equations

Wolf, S., Calı̀, D., Krogstie, J. & Madsen, H., 2019, In : Applied Energy. 236, p. 32-41 10 p.

Research output: Contribution to journalJournal articleResearchpeer-review

climify.org: an online solution for easy control and monitoring of the indoor environment

Cali, D., Kindler, E., Ebrahimy, R., Bacher, P., Hu, K. S., Østrup, M. L., Bachalarz, M. & Madsen, H., 2019, In : E3S Web of Conferences. 111, 8 p.

Research output: Contribution to journalConference articleResearchpeer-review

Open Access
File
164 Downloads (Pure)

Clustering district heat exchange stations using smart meter consumption data

Tureczek, A. M., Nielsen, P. S., Madsen, H. & Brun, A., 2019, In : Energy and Buildings. 182, p. 144-158

Research output: Contribution to journalJournal articleResearchpeer-review

CO2-based grey-box model to estimate airflow rate and room occupancy

Wolf, S., Alonso, M. J., Cali, D., Krogstie, J., Mathisen, H. M. & Madsen, H., 2019, In : E3S Web of Conferences. 111, 7 p.

Research output: Contribution to journalConference articleResearchpeer-review

Open Access
File
87 Downloads (Pure)

Demand response in district heating systems: on operational and capital savings potential

Dominkovic, D. F., Junker, R. G., Blanco, I., Lindberg, K. B., Krajačić, G. & Madsen, H., 2019, p. 223.

Research output: Contribution to conferenceConference abstract for conferenceResearchpeer-review

Open Access
File
33 Downloads (Pure)

Designing Individual Penalty Signals for Improved Energy Flexibility Utilisation

Junker, R. G., Relan, R. & Madsen, H., 2019, In : IFAC-PapersOnLine. 52, 4, p. 123-128

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
11 Downloads (Pure)

Detailed spatio-temporal modelling of renewable energy islands: the case of the island of Krk, Croatia

Dominkovic, D. F., Mimica, M., Krajačić, G. & Madsen, H., 2019.

Research output: Contribution to conferenceConference abstract for conferenceResearchpeer-review

Open Access
File
24 Downloads (Pure)

Economic Model Predictive Control for Energy Systems in Smart Homes

Schlüter, H. A., Boiroux, D., Poulsen, N. K., Madsen, H. & Jørgensen, J. B., 2019, Proceedings of 2019 IEEE Conference on Control Technology and Applications. IEEE, p. 598-604

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Efficient Computation of the Continuous-Discrete Extended Kalman Filter Sensitivities Applied to Maximum Likelihood Estimation

Boiroux, D., Ritschel, T. K. S., Poulsen, N. K., Madsen, H. & Jørgensen, J. B., 2019, Proceedings of 2019 IEEE 58th Conference on Decision and Control. IEEE, p. 6983-6988

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Evaluation method for the hourly average CO2eq. Intensity of the electricity mix and its application to the demand response of residential heating

Clauß, J., Stinner, S., Solli, C., Lindberg, K. B., Madsen, H. & Georges, L., 8 Apr 2019, In : Energies. 12, 7, 25 p., 1345.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
234 Downloads (Pure)

Flexible Control of Wastewater Aeration for Cost-Efficient, Sustainable Treatment

Brok, N. B., Stentoft, P. A., Munk-Nielsen, T. & Madsen, H., 2019, In : IFAC-PapersOnLine. p. 494-499

Research output: Contribution to journalConference articleResearchpeer-review

Open Access
File
126 Downloads (Pure)

Improving software quality by new computational intelligence approaches

Popentiu-Vladicescu, F., Albeanu, G. & Madsen, H., 2019, Proceedings of 25th ISSAT International Conference on Reliability & Quality in Design. p. 152-156 RQD25-152

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Load Frequency Control in Microgrids using target adjusted Model Predictive Control

Banis, F., Guericke, D., Madsen, H. & Poulsen, N., 2019, In : IET Renewable Power Generation. 14, 1, 9 p., 118.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
88 Downloads (Pure)

Long-term electricity load forecasting: Current and future trends

Lindberg, K. B., Seljom, P., Madsen, H., Fischer, D. & Korpås, M., 1 Jun 2019, In : Utilities Policy. 58, p. 102-119 18 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Model Predictive Control of Stochastic Wastewater Treatment Process for Smart Power, Cost-Effective Aeration

Stentoft, P. A., Guericke, D., Munk-Nielsen, T., Mikkelsen, P. S., Madsen, H., Vezzaro, L. & Møller, J. K., 2019, In : IFAC-PapersOnLine. 52, 1, p. 622-627

Research output: Contribution to journalConference articleResearchpeer-review

Open Access
File
185 Downloads (Pure)

Multi-period portfolio selection with drawdown control

Nystrup, P., Boyd, S., Lindström, E. & Madsen, H., 2019, In : Annals of Operations Research. 282, 1-2, p. 245-271 27 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
244 Downloads (Pure)

Optimal coordinated bidding of a profit maximizing, risk-averse EV aggregator in three-settlement markets under uncertainty

Vardanyan, Y. & Madsen, H., 2019, In : Energies. 12, 9, 19 p., 1755.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
167 Downloads (Pure)

Recent Methodological and Conceptual Issues in Software Reliability Engineering

Vladicescu, F. P., Albeanu, G. & Madsen, H., 2019, Proceedings of the 15th International Scientific Conference "eLearning and Software for Education". Carol I National Defence University Publishing House, p. 66-71 (Elearning Challenges and New Horizons, Vol. 4).

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Reliability of Modern Engineering Systems - Towards a Safer World

Popentiu-Vladicescu, F., Albeanu, G. & Madesn, H., 2019, 2019 2nd International Conference on Computing, Mathematics and Engineering Technologies (iCoMET). IEEE, 5 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Stochastic bilevel program for optimal coordinated energy trading of an EV aggregator

Vardanyan, Y. & Madsen, H., 9 Oct 2019, In : Energies. 12, 20, 3813.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
50 Downloads (Pure)

Supporting power balance in Microgrids with Uncertain Production using Electric Vehicles and Indirect Control

Banis, F., Guericke, D., Madsen, H. & Poulsen, N. K., 2019, In : IFAC-PapersOnLine. 52, 4, p. 371-376

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
96 Downloads (Pure)

Technologies and Protocols: The Experience of the Three SmartNet Pilots

Madina, C., Jimeno, J., Ortolano, L., Palleschi, M., Ebrahimy, R., Madsen, H., Pardo, M., Corchero, C. & Migliavacca, G., 2019, TSO-DSO Interactions and Ancillary Services in Electricity Transmission and Distribution Networks.. Springer, p. 141-183

Research output: Chapter in Book/Report/Conference proceedingBook chapterResearchpeer-review

The assessment of a micro-grid operation under optimal planning of Electric Energy Storage units: RSE’s case study

Vardanyan, Y., Verga, M., Lazzari, R., Pendieu, M. K. & Madsen, H., 2019, Proceedings of 2019 IEEE PES Asia-Pacific Power and Energy Engineering Conference,. IEEE, p. 1-5 5 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
File
23 Downloads (Pure)

Towards model predictive control: Online predictions of ammonium and nitrate removal by using a stochastic ASM

Stentoft, P. A., Munk-Nielsen, T., Vezzaro, L., Madsen, H., Mikkelsen, P. S. & Møller, J. K., 2019, In : Water Science and Technology. 79, 1, p. 51-62

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
55 Downloads (Pure)

Validation, optimisation and comparison of carbon dioxide-based occupancy estimation algorithms

Nienaber, F., Wolf, S., Cali, D., Müller, D. & Madsen, H., 2019, In : Indoor and Built Environment. Special Issue – RoomVent 2018, 15 p.

Research output: Contribution to journalJournal articleResearchpeer-review

“Green MPC” – an approach towards predictive control for minimimal environmental impact of activated sludge processes

Stentoft, P. A., Munk-Nielsen, T., Møller, J. K., Madsen, H., Vezzaro, L., Mikkelsen, P. S. & Vangsgaard, A. K., 2019, Proceedings of 10th IWA Symposium on Modelling and Integrated Assessment . IWA - International Water Association, 6 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
File
85 Downloads (Pure)
2018

A cross-disciplinary path to healthy and energy efficient buildings

Lex, S. W., Cali, D., Koed Rasmussen, M., Bacher, P., Bachalarz, M. & Madsen, H., 2018, In : Technological Forecasting and Social Change. 142, p. 273-284

Research output: Contribution to journalJournal articleResearchpeer-review

Ancillary Services 4.0: A Top-To-Bottom Control-Based Approach for Solving Ancillary Services Problems in Smart Grids

De Zotti, G., Pourmousavi, S. A., Madsen, H. & Poulsen, N. K., 2018, In : IEEE Access. 6, p. 11694-11706

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
541 Downloads (Pure)

A novel optimization-based bidding method for combined heat and power units in district heating systems

Guericke, D., Andersen, A. N., Blanco, I. & Madsen, H., 2018, p. 1.

Research output: Contribution to conferenceConference abstract for conferenceResearchpeer-review

Open Access
File
48 Downloads (Pure)

A novel optimization-based bidding method for combined heat and power units in district heating systems

Guericke, D., Andersen, A. N., Blanco, I. & Madsen, H., 2018, p. 1.

Research output: Contribution to conferenceConference abstract for conferenceResearchpeer-review

Open Access
File
53 Downloads (Pure)

A Stochastic Spatio-Temporal Model of the Flow-Front Dynamics in a Vacuum Assisted Resin Transfer Moulding Process

Nauheimer, M., Relan, R., Thygesen, U. H., Madsen, H., Olesen, B. & Kirkeby, K., 1 Jan 2018, In : I F A C Workshop Series. 51, 15, p. 383-388

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
236 Downloads (Pure)

Characterizing the energy flexibility of buildings and districts

Junker, R. G., Azar, A. G., Lopes, R. A., Lindberg, K. B., Reynders, G., Relan, R. & Madsen, H., 2018, In : Applied Energy. 225, p. 175-82

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
362 Downloads (Pure)