1985 …2020

Research output per year

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Research Output

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Journal article
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
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196 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)

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
17 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

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
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14 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
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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

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

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

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

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
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11 Downloads (Pure)

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
235 Downloads (Pure)

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
90 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

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
169 Downloads (Pure)

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)

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
56 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

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
545 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
237 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)

Consumers' Flexibility Estimation at the TSO Level for Balancing Services

De Zotti, G., Pourmousavi Kani, S. A., Morales, J. M., Madsen, H. & Poulsen, N. K., 2018, In : IEEE Transactions on Power Systems. 34, 3, p. 1918 - 1930

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
221 Downloads (Pure)

Dynamic Allocation or Diversification: A Regime-Based Approach to Multiple Assets

Nystrup, P., Hansen, B. W., Larsen, H. O., Madsen, H. & Lindström, E., 2018, In : The Journal of Portfolio Management. 44, 2, p. 62-73 12 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Economic nonlinear MPC for a population of thermostatically controlled loads

Zemtsov, N., Hlava, J., Frantsuzova, G., Madsen, H. & Jørgensen, J. B., 1 Feb 2018, In : Computer Science - Research and Development. 33, 1-2, p. 157-167

Research output: Contribution to journalJournal articleResearchpeer-review

Electricity consumption clustering using smart meter data

Tureczek, A., Nielsen, P. S. & Madsen, H., 1 Apr 2018, In : Energies. 11, 4, 859.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
3772 Downloads (Pure)

Estimating the influence of rebound effects on the energy-saving potential in building stocks

Brøgger, M., Bacher, P., Madsen, H. & Wittchen, K. B., 15 Dec 2018, In : Energy and Buildings. 181, p. 62-74

Research output: Contribution to journalJournal articleResearchpeer-review

Nonlinear Model Predictive Control for Stochastic Differential Equation Systems

Brok, N. L., Madsen, H. & Jørgensen, J. B., 2018, In : I F A C Workshop Series. 51, 20, p. 430-435

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
181 Downloads (Pure)

Operational Planning and Bidding for District Heating Systems with Uncertain Renewable Energy Production

Blanco, I., Guericke, D., Andersen, A. N. & Madsen, H., 2018, In : Energies. 11, 3310, 26 p., 3310.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
223 Downloads (Pure)

Overnight glucose control in people with type 1 diabetes

Boiroux, D., Duun-Henriksen, A. K., Schmidt, S., Nørgaard, K., Madsbad, S., Poulsen, N. K., Madsen, H. & Jørgensen, J. B., 2018, In : Biomedical Signal Processing and Control. 39, p. 503-512

Research output: Contribution to journalJournal articleResearchpeer-review

Physical-stochastic (greybox) modeling of slugging

Møller, J. K., Goranović, G., Poulsen, N. K. & Madsen, H., 2018, In : I F A C Workshop Series. 51, 8, p. 197-202

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
234 Downloads (Pure)

Semi-dispatchable generation with wind-photovoltaic-fuel cell hybrid system to mitigate frequency disturbance

Alvarez-Mendoza, F., Angeles-Camacho, C., Bacher, P. & Madsen, H., 1 Dec 2018, In : Electric Power Systems Research. 165, p. 60-67

Research output: Contribution to journalJournal articleResearchpeer-review

1 Downloads (Pure)

Sensor-based detection and estimation of meal carbohydrates for people with diabetes

Mahmoudi, Z., Cameron, F., Poulsen, N. K., Madsen, H., Bequette, B. W. & Jørgensen, J. B., 2018, In : Biomedical Signal Processing and Control. 48, p. 12-25

Research output: Contribution to journalJournal articleResearchpeer-review

Wind Power Forecasting Based on Echo State Networks and Long Short-Term Memory

López, E., Allende, H., Gil, E. & Madsen, H., 2018, In : Energies. 11, 3, 22 p., 526.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
379 Downloads (Pure)
2017

Adaptive control in an artificial pancreas for people with type 1 diabetes

Boiroux, D., Duun-Henriksen, A. K., Schmidt, S., Nørgaard, K., Poulsen, N. K., Madsen, H. & Jørgensen, J. B., 2017, In : Control Engineering Practice. 58, p. 332–342 11 p.

Research output: Contribution to journalJournal articleResearchpeer-review

1 Downloads (Pure)

An Adaptive Nonlinear Basal-Bolus Calculator for Patients With Type 1 Diabetes

Boiroux, D., Aradóttir, T. B., Nørgaard, K., Poulsen, N. K., Madsen, H. & Jørgensen, J. B., 2017, In : Journal of Diabetes Science and Technology. 11, 1, p. 29-36 8 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access

Cross-Validation of a Glucose-Insulin-Glucagon Pharmacodynamics Model for Simulation using Data from Patients with Type 1 Diabetes

Wendt, S. L., Ranjan, A., Møller, J. K., Schmidt, S., Boye Knudsen, C., Holst, J. J., Madsbad, S., Madsbad, S., Madsen, H., Nørgaard, K. & Jørgensen, J. B., 2017, In : Journal of Diabetes Science and Technology. 11, 6, p. 1101-1111

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
509 Downloads (Pure)

Dynamic portfolio optimization across hidden market regimes

Nystrup, P., Madsen, H. & Lindström, E., 2017, In : Quantitative Finance. 18, 1, p. 83-95 20 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
715 Downloads (Pure)

Evaluation of pharmacokinetic model designs for subcutaneous infusion of insulin aspart

Mansell, E. J., Schmidt, S., Docherty, P. D., Nørgaard, K., Jørgensen, J. B. & Madsen, H., 22 Aug 2017, In : Journal of Pharmacokinetics and Pharmacodynamics. 44, 5, p. 477-489

Research output: Contribution to journalJournal articleResearchpeer-review

Fault and meal detection by redundant continuous glucose monitors and the unscented Kalman filter

Mahmoudi, Z., Nørgaard, K., Poulsen, N. K., Madsen, H. & Jørgensen, J. B., 2017, In : Biomedical Signal Processing and Control. 38, p. 86-99

Research output: Contribution to journalJournal articleResearchpeer-review

Harnessing Flexibility from Hot and Cold

Kiviluoma, J., Heinen, S., Qazi, H., Madsen, H., Strbac, G., Kang, C., Zhang, N., Patteeuw, D. & Naegler, T., 2017, In : IEEE Power & Energy Magazine. 15, 1, p. 25-33

Research output: Contribution to journalJournal articleResearchpeer-review

Inhomogeneous Markov Models for Describing Driving Patterns

Iversen, E. B., Møller, J. K., Morales, J. M. & Madsen, H., 1 Mar 2017, In : IEEE Transactions on Smart Grid. 8, 2, p. 581-588 7414468.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
114 Downloads (Pure)

Leveraging stochastic differential equations for probabilistic forecasting of wind power using a dynamic power curve

Iversen, J. E. B., Morales González, J. M., Møller, J. K., Trombe, P-J. & Madsen, H., 2017, In : Wind Energy. 20, 1, p. 33–44

Research output: Contribution to journalJournal articleResearchpeer-review

Multi-site solar power forecasting using gradient boosted regression trees

Persson, C. S., Bacher, P., Shiga, T. & Madsen, H., 2017, In : Solar Energy. 150, p. 423-436 14 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Online short-term forecast of greenhouse heat load using a weather forecast service

Vogler-Finck, P. J. C., Bacher, P. & Madsen, H., 1 Nov 2017, In : Applied Energy. 205, p. 1298-1310

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
115 Downloads (Pure)

On site characterisation of the overall heat loss coefficient: comparison of different assessment methods by a blind validation exercise on a round robin test box

Roels, S., Bacher, P., Bauwens, G., Castaño, S., Jiménez, M. J. & Madsen, H., 2017, In : Energy and Buildings. 153, p. 179-189

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
125 Downloads (Pure)