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  • Asmussens Allé, 303B, 004

    2800 Kgs. Lyngby

    Denmark

1985 …2022
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Research Output 1985 2020

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Article in proceedings
2019
45 Downloads (Pure)

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
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102 Downloads (Pure)

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, Proceedings of Clima 2019. 8 p.

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

Open Access
File
42 Downloads (Pure)

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, Proceedings of 13th REHVA World Congress. EDP Sciences, 7 p. 04036. (E3S Web of Conferences, Vol. 111).

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

Open Access
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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

74 Downloads (Pure)

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

Brok, N. B., Stentoft, P. A., Munk-Nielsen, T. & Madsen, H., 2019, IFAC Workshop on Control of Smart Grid and Renewable Energy Systems. International Federation of Automatic Control, 6 p.

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

Open Access
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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

121 Downloads (Pure)

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, Proceedings of Dycops 2019 . 6 p.

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

Open Access
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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

49 Downloads (Pure)

“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
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2018

Identification of Occupancy Status by Statistical Change Point Detection of CO2Concentration

Rasmussen, C., Relan, R. & Madsen, H., 2018, Proceedings of 2018 IEEE Conference on Control Technology and Applications. IEEE, p. 1761-1766

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

2 Downloads (Pure)

Mixed-Effect Model of the Fluid Viscosity for Virtual Sensing of the Flow-Front Dynamics

Relan, R., Nauheimer, M. & Madsen, H., 2018, Proceedings of 2018 IEEE Sensors. IEEE, p. 1-4 4 p. (I E E E Sensors. Proceedings).

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

Open Access
File
1 Downloads (Pure)

Optimal coordinated bidding of a profit-maximizing EV aggregator under uncertainty

Vardanyan, Y., Banis, F., Pourmousavi, S. A. & Madsen, H., 2018, Proceedings of the 2018 IEEE International Energy Conference (ENERGYCON). IEEE, p. 1-6 6 p.

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

1 Downloads (Pure)

Robust Model Predictive Control with Scenarios for Aggregators in Grids with High Penetration of Renewable Energy Sources

Parvizi, J., Jørgensen, J. B. & Madsen, H., 2018, Proceedings of the 2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm). IEEE, 7 p.

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

74 Downloads (Pure)

Smart Power, Cost-Effective MPC of Stochastic Wastewater Treatment Process

Stentoft, P. A., Munk-Nielsen, T., Mikkelsen, P. S., Madsen, H., Vezzaro, L. & Møller, J. K., 2018, Proceedings of 6th IFAC Conference on Nonlinear Model Predictive Control. International Federation of Automatic Control, 2 p. MoAPo1.30

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

Open Access
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97 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., 2018, Proceedings of the 6th IWA/WEF Water Resource Recovery Modelling Seminar. 16 p. wst2018527

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

Open Access
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31 Downloads (Pure)

Utilizing flexibility in Microgrids using Model Predictive Control

Banis, F., Guericke, D., Madsen, H. & Poulsen, N. K., 2018, Proceedings of Mediterranean Conference on Power Generation, Transmission, Distribution and Energy Conversion. Institution of Engineering and Technology, 6 p. (IET Control Theory and Applications).

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

Open Access
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Utilizing flexibility resources in the future power system operation: Alternative approaches

De Zotti, G., Pourmousavi, S. A., Madsen, H. & Poulsen, N. K., 2018, Proceedings of 2018 IEEE International Energy Conference. IEEE, 6 p.

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

2017
6 Downloads (Pure)

A combined experimental and simulation based approach to model the flow-front dynamics in the vacuum assisted resin transfer moulding process.

Nauheimer, M., Relan, R., Madsen, H., Thygesen, U. H., Olesen, B. & Kirkeby, K., 2017, Proceedings of LIMAS 2017. IATED, p. 28-35

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

A Stochastic Method to Manage Delay and Missing Values for In-Situ Sensors in an Alternating Activated Sludge Process

Stentoft, P. A., Munk-Nielsen, T., Mikkelsen, P. S. & Madsen, H., 2017, Proceedings of the 12th IWA Specialized Conference on Instrumentation, Control & Automation. 10 p.

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

Economic MPC based on LPV model for thermostatically controlled loads

Zemtsov, N., Hlava, J., Frantsuzova, G., Madsen, H., Junker, R. G. & Jørgensen, J. B., 2017, Proceedings of 2017 International Siberian Conference on Control and Communications (SIBCON). IEEE, 5 p.

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

160 Downloads (Pure)

Spatial bias and uncertainty in numerical weather predictions for urban runoff forecasts with long time horizons

Pedersen, J. W., Courdent, V. A. T., Vezzaro, L., Vedel, H., Madsen, H. & Mikkelsen, P. S., 2017, Proceedings of the 14th IWA/IAHR International Conference on Urban Drainage. Prague, Czech Republic: IWA Publishing, p. 168-171 5 p.

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

Open Access
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2016

An Efficient UD-Based Algorithm for the Computation of Maximum Likelihood Sensitivity of Continuous-Discrete Systems

Boiroux, D., Juhl, R., Madsen, H. & Jørgensen, J. B., 2016, Proceedings of the 55th IEEE Conference on Decision and Control (CDC 2016). IEEE, p. 3048-3053

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

An Ensemble Nonlinear Model Predictive Control Algorithm in an Artificial Pancreas for People with Type 1 Diabetes

Boiroux, D., Hagdrup, M., Mahmoudi, Z., Poulsen, N. K., Madsen, H. & Jørgensen, J. B., 2016, Proceedings of the 15th annual European Control Conference (ECC '16). IEEE, p. 2115-2120

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

Application of the Continuous-Discrete Extended Kalman Filter for Fault Detection in Continuous Glucose Monitors for Type 1 Diabetes

Mahmoudi, Z., Boiroux, D., Hagdrup, M., Nørgaard, K., Poulsen, N. K., Madsen, H. & Jørgensen, J. B., 2016, Proceedings of the 15th annual European Control Conference (ECC '16). IEEE, p. 714-719

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

Comparison of Three Nonlinear Filters for Fault Detection in Continuous Glucose Monitors

Mahmoudi, Z., Wendt, S. L., Boiroux, D., Hagdrup, M., Nørgaard, K., Poulsen, N. K., Madsen, H. & Jørgensen, J. B., 2016, Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’2016). IEEE, p. 3507-3510

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

Economic MPC for a linear stochastic system of energy units

Jørgensen, J. B., Sokoler, L. E., Standardi, L., Halvgaard, R. F., Hovgaard, T. G., Frison, G., Poulsen, N. K. & Madsen, H., 2016, Proceedings of the 15th European Control Conference (ECC16) . IEEE, p. 903-909

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

Learning from nature: Nature-inspired algorithms

Albeanu, G., Madsen, H. & Popentiu-Vladicescu, F., 2016, eLearning Vision 2020! Proceedings of the 12th International Scientific Conference "eLearning and Software for Education". Roceanu, I. (ed.). Carol I National Defence University Publishing House, Vol. 2. p. 477-482 6 p.

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

266 Downloads (Pure)

On the significance of the noise model for the performance of a linear MPC in closed-loop operation

Hagdrup, M., Boiroux, D., Mahmoudi, Z., Madsen, H., Poulsen, N. K., Poulsen, B. & Jørgensen, J. B., 2016, IFAC-PapersOnLine. Elsevier, Vol. 49. p. 171-176 (IFAC-PapersOnLine).

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

Open Access
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2015

Bihormonal control of blood glucose in people with type 1 diabetes

Batora, V., Tárnik, M., Murgaš, J., Schmidt, S., Nørgaard, K., Poulsen, N. K., Madsen, H. & Jørgensen, J. B., 2015, Proceedings of the 14th European Control Conference (ECC 2015) . IEEE, p. 25-30

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

The contribution of glucagon in an Artificial Pancreas for people with type 1 diabetes

Bátora, V., Tárník, M., Murgas, J., Schmidt, S., Nørgaard, K., Poulsen, N. K., Madsen, H., Boiroux, D. & Jørgensen, J. B., 2015, Proceedings of the 2015 American Control Conference (ACC). IEEE, p. 5097-5102

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

2014

A Decomposition Algorithm for Mean-Variance Economic Model Predictive Control of Stochastic Linear Systems

Sokoler, L. E., Dammann, B., Madsen, H. & Jørgensen, J. B., 2014, Proceedings of the IEEE International Symposium on Intelligent Control (ISIC) 2014, Part of 2014 IEEE Multi-conference on Systems and Control. IEEE, p. 1086-1093

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

A Mean-Variance Criterion for Economic Model Predictive Control of Stochastic Linear Systems

Sokoler, L. E., Dammann, B., Madsen, H. & Jørgensen, J. B., 2014, Proceedings of the 53rd IEEE Conference on Decision and Control. IEEE, p. 5907 - 5914 8 p.

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

Assessment of Model Predictive and Adaptive Glucose Control Strategies for People with Type 1 Diabetes

Boiroux, D., Duun-Henriksen, A. K., Schmidt, S., Nørgaard, K., Poulsen, N. K., Madsen, H. & Jørgensen, J. B., 2014, Preprints of the 19th World Congress The International Federation of Automatic Control (IFAC 2014). p. 231-236

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

Bihormonal model predictive control of blood glucose in people with type 1 diabetes

Batora, V., Tarnik, M., Murgas, J., Schmidt, S., Nørgaard, K., Poulsen, N. K., Madsen, H. & Jørgensen, J. B., 2014, Proceedings of the IEEE Conference on Control Applications (CCA), 2014 . IEEE, p. 1693-1698

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

Bio Inspired Algorithms in Single and Multiobjective Reliability Optimization

Madsen, H., Albeanu, G., Burtschy, B. & Popentiu-Vladicescu, F., 2014, Proceedings of the 20th ISSAT International Conference on Reliability and Quality in Design (RQD 2014). p. 1-5 2001

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

Neutrosophic Logic Applied to Decision Making

Madsen, H., Albeanu, G., Burtschy, B. & Popentiu-Vladicescu, F., 2014, Proceedings of the Intelligent Computing, Communication and Devices (ICCD 2014). Springer, Vol. 1. p. 1-7 (Advances in Intelligent Systems and Computing, Vol. 308).

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

Regulating Power from Supermarket Refrigeration

O'Connell, N., Madsen, H., Pinson, P., O'Malley, M. & Green, T., 2014, Proceedings of the IEEE ISGT Europe 2014. IEEE, 6 p. 0414

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

2 Downloads (Pure)

Risk -Based Model Predictive Control of Urban Drainage Networks: When Uncertainty matters

Vezzaro, L., Löwe, R., Madsen, H., Grum, M. & Mikkelsen, P. S., 2014, Proceedings of the 13th International Conference on Urban Drainage. 9 p.

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

1 Downloads (Pure)

Robust Management of Combined Heat and Power Systems via Linear Decision Rules

Zugno, M., Morales González, J. M. & Madsen, H., 2014, 2014 IEEE International Energy Conference (ENERGYCON). IEEE, p. 479-486

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

2013
582 Downloads (Pure)

A Coordination Scheme for Distributed Model Predictive Control: Integration of Flexible DERs

Costanzo, G. T., Gehrke, O., Bondy, D. E. M., Sossan, F., Bindner, H. W., Parvizi, J. & Madsen, H., 2013, Proceedings of IEEE Innovative Smart Grid Technologies Europe 2013. IEEE, 5 p.

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

File

Decentralized Large-Scale Power Balancing

Halvgaard, R., Jørgensen, J. B., Poulsen, N. K., Madsen, H. & Vandenberghe, L., 2013, 2013 4th IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe). IEEE, 5 p.

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

786 Downloads (Pure)

Grey-box Modeling for System Identification of Household Refrigerators: a Step Toward Smart Appliances

Costanzo, G. T., Sossan, F., Marinelli, M., Bacher, P. & Madsen, H., 2013, Proceedings of IEEE 4th International Youth Conference on Energy. IEEE, 5 p.

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

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Online load forecasting for supermarket refrigeration

Bacher, P., Madsen, H. & Nielsen, H. A., 2013, 2013 4th IEEE/PES Innovative Smart Grid Technologies Europe (ISGT EUROPE). IEEE, 5 p. 6695467

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

Online short-term heat load forecasting for single family houses

Bacher, P., Madsen, H. & Nielsen, H. A., 2013, 39th Annual Conference of the IEEE Industrial Electronics Society, IECON 2013. IEEE, p. 5741-5746 (Proceedings of the Annual Conference of the IEEE Industrial Electronics Society).

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

On the best learning algorithm for web services response time prediction

Madsen, H., Albu, R-D. & Popentiu-Vladicescu, F., 2013, Safety, Reliability and Risk Analysis: Beyond the Horizon. Steenbergen, R. D. J. M., van Gelder, P. H. A. J. M., Miraglia, S. & Vrouwenvelder, A. C. W. M. (eds.). CRC Press, Taylor & Francis Group, p. 3229-3234

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

Reliability in the utility computing era: Towards reliable Fog computing

Madsen, H., Burtschy, B., Albeanu, G. & Popentiu-Vladicescu, F., 2013, 2013 20th International Conference on Systems, Signals and Image Processing (IWSSIP). IEEE, p. 43-46

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

197 Downloads (Pure)

Thermal Storage Power Balancing with Model Predictive Control

Halvgaard, R., Poulsen, N. K., Madsen, H. & Jørgensen, J. B., 2013, 2013 European Control Conference (ECC). IEEE, p. 2567-2572

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

Open Access
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2012

A new ensemble model for short term wind power prediction

Madsen, H., Albu, R-D., Felea, I. & Popentiu-Vladicescu, F., 2012, 11th International Probabilistic Safety Assessment and Management Conference and the Annual European Safety and Reliability Conference 2012 (PSAM11 ESREL 2012) . Curran Associates, Vol. 2. p. 1505-1514

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

637 Downloads (Pure)

Control of Blood Glucose for People with Type 1 Diabetes: an in Vivo Study

Boiroux, D., Schmidt, S., Duun-Henriksen, A. K., Frøssing, L., Nørgaard, K., Madsbad, S., Skyggebjerg, O., Poulsen, N. K., Madsen, H. & Jørgensen, J. B., 2012, Proceedings of the 17th Nordic Process Control Workshop. Jørgensen, J. B., Huusom, J. K. & Sin, G. (eds.). Kogens Lyngby: Technical University of Denmark, p. 133-140

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

Open Access
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