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Henrik Madsen
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- affiliation: Technical University of Denmark, Lyngby, Denmark
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2020 – today
- 2024
- [j34]Seyed Shahabaldin Tohidi
, Davide Calì, Henrik Madsen
:
Adaptive Model Predictive Controller for Building Thermal Dynamics. IEEE Control. Syst. Lett. 8: 1325-1330 (2024) - [c33]Seyed Shahabaldin Tohidi, Henrik Madsen, Georgios Tsaousoglou, Tobias K. S. Ritschel:
Adaptive Flexibility Function in Smart Energy Systems: A Linearized Price-Demand Mapping Approach. ECC 2024: 1315-1320 - [i14]Mohsen Banaei, Razgar Ebrahimy, Henrik Madsen:
A Lightweight Energy Management Method for Hybrid PV/Battery/Load Systems. CoRR abs/2401.05894 (2024) - [i13]Seyed Shahabaldin Tohidi, Tobias K. S. Ritschel, Georgios Tsaousoglou, Uffe Høgsbro Thygesen, Henrik Madsen:
Stability analysis of nonlinear stochastic flexibility function in smart energy systems. CoRR abs/2405.15099 (2024) - [i12]Seyed Shahabaldin Tohidi, Henrik Madsen, Davide Calì, Tobias K. S. Ritschel:
Optimal price signal generation for demand-side energy management. CoRR abs/2407.21759 (2024) - 2023
- [j33]Peder Bacher
, Hjörleifur G. Bergsteinsson, Linde Frölke, Mikkel L. Sørensen, Julian Lemos-Vinasco, Jon A. R. Liisberg, Jan Kloppenborg Møller
, Henrik Aalborg Nielsen, Henrik Madsen
:
Onlineforecast: An R Package for Adaptive and Recursive Forecasting. R J. 15(1): 173-194 (2023) - [c32]Nicola Cantisani, Tobias K. S. Ritschel, Christian A. Thilker, Henrik Madsen, John Bagterp Jørgensen:
Modeling, scientific computing and optimal control for renewable energy systems with storage. ECC 2023: 1-7 - [i11]Julien Leprince, Henrik Madsen, Jan Kloppenborg Møller, Wim Zeiler:
Hierarchical learning, forecasting coherent spatio-temporal individual and aggregated building loads. CoRR abs/2301.12967 (2023) - [i10]Julien Leprince, Waqas Khan, Henrik Madsen, Jan Kloppenborg Møller, Wim Zeiler:
Structural hierarchical learning for energy networks. CoRR abs/2302.03978 (2023) - [i9]Julien Leprince, Amos Schledorn, Daniela Guericke, Dominik Franjo Dominkovic, Henrik Madsen, Wim Zeiler:
Can occupant behaviors affect urban energy planning? Distributed stochastic optimization for energy communities. CoRR abs/2303.03006 (2023) - [i8]Mohsen Banaei, Majid Oloomi Buygi, Hani Raouf Sheybani, Razgar Ebrahimy, Henrik Madsen:
Nash Equilibrium of Joint Day-ahead Electricity Markets and Forward Contracts in Congested Power Systems. CoRR abs/2310.08712 (2023) - [i7]Seyed Shahabaldin Tohidi, Henrik Madsen, Georgios Tsaousoglou, Tobias K. S. Ritschel:
Adaptive flexibility function in smart energy systems: A linearized price-demand mapping approach. CoRR abs/2312.03422 (2023) - 2022
- [j32]Zheng Ma
, Birte Holst Jørgensen
, Guangchao Chen, Henrik Madsen
, Hongbo Duan, Luiz Carlos Pereira da Silva, Bo Nørregaard Jørgensen
:
Summary of Energy Informatics.Academy Conference 2022. Energy Inform. 5 (2022) - [c31]Julien Leprince
, Clayton Miller, Henrik Madsen
, Kaustav Basu, Rik van der Vlist, Wim Zeiler:
Grey-Brick Buildings, an Open Data Set of Calibrated RC Models of Dutch Residential Building Heat Dynamics. SenSys 2022: 1067-1071 - [i6]Kenneth Leerbeck, Peder Bacher, Christian Heerup, Henrik Madsen:
Estimation of Evaporator Valve Sizes in Supermarket Refrigeration Cabinets. CoRR abs/2202.10348 (2022) - [i5]Nicola Cantisani, Tobias K. S. Ritschel, Christian A. Thilker, Henrik Madsen, John Bagterp Jørgensen:
Modeling, scientific computing and optimal control for renewable energy systems with storage. CoRR abs/2212.08842 (2022) - 2021
- [c30]Mohsen Banaei
, Jalil Boudjadar, Razgar Ebrahimy
, Henrik Madsen
:
Optimal Control Strategies of Fuel cell/Battery Based Zero-Emission Ships: A Survey. IECON 2021: 1-6 - [c29]Mohsen Banaei
, Francesco D'Ettorre, Razgar Ebrahimy
, Emma M. V. Blomgren, Henrik Madsen
:
Mutual Impacts of Procuring Energy Flexibility and Equipment Degradation at the Residential Consumers Level. ISGT-Europe 2021: 1-6 - [c28]Emma M. V. Blomgren, Razgar Ebrahimy
, Ali Pourmousavi Kani, Jan Kloppenborg Møller
, Francesco D'Ettorre, Mohsen Banaei
, Henrik Madsen
:
Behind-the-Meter Energy Flexibility Modelling for Aggregator Operation with a Focus on Uncertainty. ISGT-Europe 2021: 1-6 - [c27]Julien Leprince
, Clayton Miller, Mario Frei, Henrik Madsen
, Wim Zeiler:
Fifty shades of black: uncovering physical models from symbolic regressions for scalable building heat dynamics identification. BuildSys@SenSys 2021: 345-348 - 2020
- [j31]Peter Nystrup
, Erik Lindström
, Pierre Pinson
, Henrik Madsen
:
Temporal hierarchies with autocorrelation for load forecasting. Eur. J. Oper. Res. 280(3): 876-888 (2020) - [j30]Peter Nystrup
, Erik Lindström
, Henrik Madsen
:
Learning hidden Markov models with persistent states by penalizing jumps. Expert Syst. Appl. 150: 113307 (2020) - [j29]Daniela Guericke
, Ignacio Blanco
, Juan M. Morales, Henrik Madsen
:
A two-phase stochastic programming approach to biomass supply planning for combined heat and power plants. OR Spectr. 42(4): 863-900 (2020) - [i4]Kenneth Leerbeck, Peder Bacher, Rune Junker, Goran Goranovic, Olivier Corradi, Razgar Ebrahimy, Anna Tveit, Henrik Madsen:
Short-Term Forecasting of CO2 Emission Intensity in Power Grids by Machine Learning. CoRR abs/2003.05740 (2020) - [i3]Kenneth Leerbeck, Peder Bacher, Rune Grønborg, Anna Tveit, Olivier Corradi, Henrik Madsen:
Control of heat pumps with CO2 emission intensity forecasts. CoRR abs/2005.05017 (2020)
2010 – 2019
- 2019
- [j28]Peter Nystrup
, Stephen P. Boyd, Erik Lindström
, Henrik Madsen
:
Multi-period portfolio selection with drawdown control. Ann. Oper. Res. 282(1-2): 245-271 (2019) - [j27]Zeinab Mahmoudi
, Faye Cameron, Niels Kjølstad Poulsen
, Henrik Madsen
, B. Wayne Bequette, John Bagterp Jørgensen
:
Sensor-based detection and estimation of meal carbohydrates for people with diabetes. Biomed. Signal Process. Control. 48: 12-25 (2019) - [c26]Hjørdis Amanda Schlüter
, Dimitri Boiroux
, Niels Kjølstad Poulsen
, Henrik Madsen
, John Bagterp Jørgensen
:
Economic Model Predictive Control for Energy Systems in Smart Homes. CCTA 2019: 598-604 - [c25]Dimitri Boiroux
, Tobias K. S. Ritschel
, Niels Kjølstad Poulsen
, Henrik Madsen
, John Bagterp Jørgensen
:
Efficient Computation of the Continuous-Discrete Extended Kalman Filter Sensitivities Applied to Maximum Likelihood Estimation. CDC 2019: 6983-6988 - [i2]Michael Nauheimer, Rishi Relan, Uffe Høgsbro Thygesen, Erik Lindström, Henrik Madsen:
Stochastic Modelling of the Flow-Front Evolution in a Vacuum Assisted Resin Transfer Moulding Process with Missing Data. CoRR abs/1902.09595 (2019) - 2018
- [j26]Giulia De Zotti
, S. Ali Pourmousavi
, Henrik Madsen
, Niels Kjølstad Poulsen
:
Ancillary Services 4.0: A Top-to-Bottom Control-Based Approach for Solving Ancillary Services Problems in Smart Grids. IEEE Access 6: 11694-11706 (2018) - [j25]Dimitri Boiroux
, Anne Katrine Duun-Henriksen, Signe Schmidt
, Kirsten Nørgaard
, Sten Madsbad, Niels Kjølstad Poulsen
, Henrik Madsen
, John Bagterp Jørgensen
:
Overnight glucose control in people with type 1 diabetes. Biomed. Signal Process. Control. 39: 503-512 (2018) - [j24]Nikita Zemtsov
, Jaroslav Hlava
, Galina Frantsuzova, Henrik Madsen
, John Bagterp Jørgensen
:
Economic nonlinear MPC for a population of thermostatically controlled loads. Comput. Sci. Res. Dev. 33(1-2): 157-167 (2018) - [c24]Christoffer Rasmussen
, Rishi Relan, Henrik Madsen
:
Identification of Occupancy Status by Statistical Change Point Detection of CO2Concentration. CCTA 2018: 1761-1766 - [c23]Rishi Relan, Michael Nauheimer, Henrik Madsen
:
Mixed-Effect Model of the Fluid Viscosity for Virtual Sensing of the Flow-Front Dynamics. IEEE SENSORS 2018: 1-4 - [c22]Jacopo Parvizi, John Bagterp Jørgensen
, Henrik Madsen
:
Robust Model Predictive Control with Scenarios for Aggregators in Grids with High Penetration of Renewable Energy Sources. SmartGridComm 2018: 1-7 - 2017
- [j23]Zeinab Mahmoudi
, Kirsten Nørgaard
, Niels Kjølstad Poulsen
, Henrik Madsen
, John Bagterp Jørgensen
:
Fault and meal detection by redundant continuous glucose monitors and the unscented Kalman filter. Biomed. Signal Process. Control. 38: 86-99 (2017) - [j22]Emil Banning Iversen, Jan Kloppenborg Møller
, Juan Miguel Morales
, Henrik Madsen
:
Inhomogeneous Markov Models for Describing Driving Patterns. IEEE Trans. Smart Grid 8(2): 581-588 (2017) - 2016
- [j21]Marco Zugno, Juan M. Morales
, Henrik Madsen
:
Commitment and dispatch of heat and power units via affinely adjustable robust optimization. Comput. Oper. Res. 75: 191-201 (2016) - [j20]Roland Löwe
, Luca Vezzaro
, Peter Steen Mikkelsen
, Morten Grum, Henrik Madsen
:
Probabilistic runoff volume forecasting in risk-based optimization for RTC of urban drainage systems. Environ. Model. Softw. 80: 143-158 (2016) - [j19]Rasmus Halvgaard
, Lieven Vandenberghe, Niels Kjølstad Poulsen
, Henrik Madsen
, John Bagterp Jørgensen
:
Distributed Model Predictive Control for Smart Energy Systems. IEEE Trans. Smart Grid 7(3): 1675-1682 (2016) - [c21]Dimitri Boiroux
, Rune Juhl, Henrik Madsen, John Bagterp Jørgensen:
An efficient UD-based algorithm for the computation of maximum likelihood sensitivity of continuous-discrete systems. CDC 2016: 3048-3053 - [c20]Zeinab Mahmoudi, Sabrina Lyngbye Wendt
, Dimitri Boiroux, Morten Hagdrup, Kirsten Nørgaard
, Niels Kjølstad Poulsen, Henrik Madsen, John Bagterp Jørgensen:
Comparison of three nonlinear filters for fault detection in continuous glucose monitors. EMBC 2016: 3507-3510 - [c19]Zeinab Mahmoudi, Dimitri Boiroux, Morten Hagdrup, Kirsten Nørgaard
, Niels Kjølstad Poulsen, Henrik Madsen, John Bagterp Jørgensen:
Application of the continuous-discrete extended Kalman filter for fault detection in continuous glucose monitors for type 1 diabetes. ECC 2016: 714-719 - [c18]John Bagterp Jørgensen
, Leo Emil Sokoler, Laura Standardi, Rasmus Halvgaard, Tobias Gybel Hovgaard, Gianluca Frison, Niels Kjølstad Poulsen
, Henrik Madsen
:
Economic MPC for a linear stochastic system of energy units. ECC 2016: 903-909 - [c17]Dimitri Boiroux, Morten Hagdrup, Zeinab Mahmoudi, Niels Kjølstad Poulsen, Henrik Madsen, John Bagterp Jørgensen:
An ensemble nonlinear model predictive control algorithm in an artificial pancreas for people with type 1 diabetes. ECC 2016: 2115-2120 - 2015
- [c16]Vladimir Batora, Marián Tárník
, Jan Murgas, Signe Schmidt
, Kirsten Nørgaard
, Niels Kjølstad Poulsen
, Henrik Madsen
, Dimitri Boiroux
, John Bagterp Jørgensen
:
The contribution of glucagon in an Artificial Pancreas for people with type 1 diabetes. ACC 2015: 5097-5102 - [c15]Vladimir Batora, Marián Tárník
, Jan Murgas, Signe Schmidt
, Kirsten Nørgaard
, Niels Kjølstad Poulsen
, Henrik Madsen
:
Bihormonal control of blood glucose in people with type 1 diabetes. ECC 2015: 25-30 - 2014
- [j18]Marc E. Ridler, Nils van Velzen, Stef Hummel, Inge Sandholt
, Anne Katrine Falk, Arnold W. Heemink, Henrik Madsen:
Data assimilation framework: Linking an open data assimilation library (OpenDA) to a widely adopted model interface (OpenMI). Environ. Model. Softw. 57: 76-89 (2014) - [j17]Pierre-Julien Trombe, Pierre Pinson
, Henrik Madsen
:
Automatic Classification of Offshore Wind Regimes With Weather Radar Observations. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(1): 116-125 (2014) - [j16]Julija Tastu, Pierre Pinson
, Pierre-Julien Trombe, Henrik Madsen
:
Probabilistic Forecasts of Wind Power Generation Accounting for Geographically Dispersed Information. IEEE Trans. Smart Grid 5(1): 480-489 (2014) - [c14]Vladimir Batora, Marián Tárník
, Jan Murgas, Signe Schmidt
, Kirsten Nørgaard
, Niels Kjølstad Poulsen
, Henrik Madsen
, John Bagterp Jørgensen
:
Bihormonal model predictive control of blood glucose in people with type 1 diabetes. CCA 2014: 1693-1698 - [c13]Leo Emil Sokoler, Bernd Dammann
, Henrik Madsen
, John Bagterp Jørgensen
:
A decomposition algorithm for Mean-Variance Economic Model Predictive Control of stochastic linear systems. ISIC 2014: 1086-1093 - [c12]Leo Emil Sokoler, Bernd Dammann
, Henrik Madsen
, John Bagterp Jørgensen
:
A mean-variance criterion for economic model predictive control of stochastic linear systems. CDC 2014: 5907-5914 - 2013
- [j15]Gianluca Dorini, Pierre Pinson
, Henrik Madsen
:
Chance-Constrained Optimization of Demand Response to Price Signals. IEEE Trans. Smart Grid 4(4): 2072-2080 (2013) - [c11]Rasmus Halvgaard, Niels Kjølstad Poulsen, Henrik Madsen, John Bagterp Jørgensen:
Thermal storage power balancing with model predictive control. ECC 2013: 2567-2572 - [c10]Peder Bacher
, Henrik Madsen
, Henrik Aalborg Nielsen:
Online short-term heat load forecasting for single family houses. IECON 2013: 5741-5746 - [c9]Peder Bacher
, Henrik Madsen
, Henrik Aalborg Nielsen:
Online load forecasting for supermarket refrigeration. ISGT Europe 2013: 1-5 - [c8]Giuseppe Tommaso Costanzo
, Oliver Gehrke
, Daniel Esteban Morales Bondy
, Fabrizio Sossan
, Henrik W. Bindner
, Jacopo Parvizi, Henrik Madsen
:
A coordination scheme for distributed model predictive control: Integration of flexible DERs. ISGT Europe 2013: 1-5 - [c7]Rasmus Halvgaard
, John Bagterp Jørgensen
, Niels Kjølstad Poulsen
, Henrik Madsen
, Lieven Vandenberghe:
Decentralized large-scale power balancing. ISGT Europe 2013: 1-5 - [i1]Pierre Pinson, Henrik Madsen:
Forecasting the Conditional Dynamic Elasticity of Electricity Consumers. ERCIM News 2013(92) (2013) - 2012
- [c6]Seung Tae Cha, Haoran Zhao, Qiuwei Wu, Jacob Østergaard
, Torben S. Nielsen, Henrik Madsen:
Evaluation of energy storage system to support Danish island of Bornholm power grid. A-SSCC 2012: 242-247 - [c5]Rasmus Halvgaard
, Niels Kjølstad Poulsen
, Henrik Madsen
, John Bagterp Jørgensen
:
Economic Model Predictive Control for building climate control in a Smart Grid. ISGT 2012: 1-6 - 2011
- [j14]Morten With Pedersen, Uffe Høgsbro Thygesen
, Henrik Madsen
:
Nonlinear tracking in a diffusion process with a Bayesian filter and the finite element method. Comput. Stat. Data Anal. 55(1): 280-290 (2011) - 2010
- [c4]Daniel A. Finan, John Bagterp Jørgensen, Niels Kjølstad Poulsen, Henrik Madsen:
Robust model identification applied to type 1 diabetes. ACC 2010: 2021-2026
2000 – 2009
- 2009
- [j13]Søren Klim, Stig Bousgaard Mortensen, Niels Rode Kristensen, Rune Viig Overgaard, Henrik Madsen
:
Population stochastic modelling (PSM) - An R package for mixed-effects models based on stochastic differential equations. Comput. Methods Programs Biomed. 94(3): 279-289 (2009) - [j12]Pierre Pinson
, Torben S. Nielsen, Henrik Aalborg Nielsen, Niels Kjølstad Poulsen
, Henrik Madsen
:
Temperature prediction at critical points in district heating systems. Eur. J. Oper. Res. 194(1): 163-176 (2009) - 2008
- [j11]Jan Kloppenborg Møller
, Henrik Aalborg Nielsen, Henrik Madsen
:
Time-adaptive quantile regression. Comput. Stat. Data Anal. 52(3): 1292-1303 (2008) - [j10]Matti Pastell
, Henrik Madsen
:
Application of CUSUM charts to detect lameness in a milking robot. Expert Syst. Appl. 35(4): 2032-2040 (2008) - [j9]Pierre Pinson
, Henrik Aalborg Nielsen, Henrik Madsen
, Torben S. Nielsen:
Local linear regression with adaptive orthogonal fitting for the wind power application. Stat. Comput. 18(1): 59-71 (2008) - 2007
- [c3]John Bagterp Jørgensen
, Per Grove Thomsen, Henrik Madsen
, Morten Rode Kristensen:
A Computationally Efficient and Robust Implementation of the Continuous-Discrete Extended Kalman Filter. ACC 2007: 3706-3712 - 2005
- [j8]Dimitri Treebushny, Henrik Madsen:
On the construction of a reduced rank square-root Kalman filter for efficient uncertainty propagation. Future Gener. Comput. Syst. 21(7): 1047-1055 (2005) - 2004
- [j7]Niels Rode Kristensen, Henrik Madsen
, Sten Bay Jørgensen
:
Parameter estimation in stochastic grey-box models. Autom. 40(2): 225-237 (2004) - [j6]Niels Rode Kristensen, Henrik Madsen
, Sten Bay Jørgensen
:
A method for systematic improvement of stochastic grey-box models. Comput. Chem. Eng. 28(8): 1431-1449 (2004) - [j5]Christoffer W. Tornøe, Henrik Agersø, E. Niclas Jonsson
, Henrik Madsen
, Henrik Aalborg Nielsen:
Non-linear mixed-effects pharmacokinetic/pharmacodynamic modelling in NLME using differential equations. Comput. Methods Programs Biomed. 76(1): 31-40 (2004) - 2003
- [c2]Dimitri Treebushny, Henrik Madsen:
A New Reduced Rank Square Root Kalman Filter for Data Assimilation in Mathematical Models. International Conference on Computational Science 2003: 482-491 - 2002
- [j4]Henrik Øjelund, Philip J. Brown
, Henrik Madsen
, Poul Thyregod:
Prediction Based on Mean Subset. Technometrics 44(4): 369-378 (2002) - [c1]Henrik Aalborg Nielsen, Torben Skov Nielsen, Henrik Madsen:
On On-line Systems for Short-term Forecasting for Energy Systems. OR 2002: 265-271 - 2001
- [j3]Jan Nygaard Nielsen, Henrik Madsen:
Applying the EKF to stochastic differential equations with level effects. Autom. 37(1): 107-112 (2001) - 2000
- [j2]Alfred Joensen, Henrik Madsen
, Henrik Aalborg Nielsen, Torben S. Nielsen:
Tracking time-varying parameters with local regression. Autom. 36(8): 1199-1204 (2000)
1990 – 1999
- 1994
- [j1]Olafur P. Palsson
, Henrik Madsen
, Henning T. Søgaard:
Generalized predictive control for non-stationary systems. Autom. 30(12): 1991-1997 (1994)
Coauthor Index
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