1985 …2020

Research output per year

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Article in proceedings
2020

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)
2019

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)

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

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

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

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
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23 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
File
85 Downloads (Pure)
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

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
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35 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

1 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
File
95 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
File
145 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
File
83 Downloads (Pure)

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

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

6 Downloads (Pure)

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

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
File
190 Downloads (Pure)
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

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
File
364 Downloads (Pure)
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

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

2 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

1 Downloads (Pure)
2013

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
645 Downloads (Pure)

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

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

File
1003 Downloads (Pure)

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

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
File
240 Downloads (Pure)
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

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
File
660 Downloads (Pure)

Designing a reliable protocol for web services based robots interconnection

Madsen, H., Albu, R-D., Popentiu, F., Ţarcǎ, R. C. & Grigore, A., 2012, Advances in Safety, Reliability and Risk Management: Proceedings Of The European Safety And Reliability Conference, Esrel 2011, Troyes, France, 18–22 September 2011. Bérenguer, C., Grall, A. & Guedes Soares, C. (eds.). London: Taylor & Francis, p. 435-436

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