Henrik Madsen

Henrik Madsen

Professor, Head of section

DTU COMPUTE
Department of Applied Mathematics and Computer Science

Technical University of Denmark

Asmussens Allé

Building 303B, room 004

2800 Kgs. Lyngby

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Fax +45 45 88 26 73
E-mail hmad@dtu.dk
ORCID 0000-0003-0690-3713
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2018
 

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

Alvarez-Mendoza, Fernanda ; Angeles-Camacho, César ; Bacher, Peder ; Madsen, Henrik
in: Electric Power Systems Research, vol: 165, pages: 60-67, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1016/j.epsr.2018.08.021

  PDF

Electricity consumption clustering using smart meter data

Tureczek, Alexander ; Nielsen, Per Sieverts ; Madsen, Henrik
in: Energies, vol: 11, issue: 4, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.3390/en11040859

 

A cross-disciplinary path to healthy and energy efficient buildings

Lex, Simon Westergaard ; Cali, Davide ; Koed Rasmussen, Morten ; Bacher, Peder ; Bachalarz, Magnus ; Madsen, Henrik
in: Technological Forecasting and Social Change, 2011

Type: Journal article (Peer reviewed)

Status: Accepted/In press     |    Year: 2018     |    DOI: https://doi.org/10.1016/j.techfore.2018.07.023

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

De Zotti, Giulia ; Pourmousavi, S. Ali ; Madsen, Henrik ; Poulsen, Niels Kjølstad
in: IEEE Access, vol: 6, pages: 11694-11706

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1109/ACCESS.2018.2805330

  PDF

Characterizing the energy flexibility of buildings and districts

Junker, Rune Grønborg ; Azar, Armin Ghasem ; Lopes, Rui Amaral ; Lindberg, Karen Byskov ; Reynders, Glenn ; Relan, Rishi ; Madsen, Henrik
in: Applied Energy, vol: 225, pages: 175-82, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1016/j.apenergy.2018.05.037

 

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

Nystrup, Peter ; Hansen, Bo William ; Larsen, Henrik Olejasz ; Madsen, Henrik ; Lindström, Erik
in: The Journal of Portfolio Management, vol: 44, issue: 2, pages: 62-73

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.3905/jpm.2018.44.2.062

 

Estimation of a stochastic spatio-temporal model of the flow-front dynamics with varying parameters

Nauheimer, Michael ; Relan, Rishi ; Thygesen, Uffe Høgsbro ; Madsen, Henrik
in: Aip Conference Proceedings, vol: 1981, issue: 1, 2011
Presented at:
9th International Conference on “Times of Polymers and Composites

Type: Conference article (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1063/1.5045960

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Integration of different CHP steam extraction modes in the stochastic unit commitment problem

Blanco, Ignacio ; Song, Hyoung-Yong ; Guericke, Daniela ; Morales González, Juan Miguel ; Park, Jong-Bae ; Madsen, Henrik
in: IEEE Transactions on Power Systems, 2011

Type: Journal article (Peer reviewed)

Status: Submitted     |    Year: 2018

 

Multi-period portfolio selection with drawdown control

Nystrup, Peter ; Boyd, Stephen ; Lindström, Erik ; Madsen, Henrik
in: Annals of Operations Research, pages: 1–27, 2011

Type: Journal article (Peer reviewed)

Status: Accepted/In press     |    Year: 2018     |    DOI: https://doi.org/10.1007/s10479-018-2947-3

 

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

Vardanyan, Yelena ; Banis, Frederik ; Pourmousavi, S. Ali ; Madsen, Henrik
part of: Proceedings of the 2018 IEEE International Energy Conference (ENERGYCON), pages: 1-6, 2018, IEEE
Presented at:
2018 IEEE International Energy Conference

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1109/ENERGYCON.2018.8398821

 

Overnight glucose control in people with type 1 diabetes

Boiroux, Dimitri ; Duun-Henriksen, Anne Katrine ; Schmidt, Signe ; Nørgaard, Kirsten ; Madsbad, Sten ; Poulsen, Niels Kjølstad ; Madsen, Henrik ; Jørgensen, John Bagterp
in: Biomedical Signal Processing and Control, vol: 39, pages: 503-512, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1016/j.bspc.2017.08.005

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Physical-stochastic (greybox) modeling of slugging

Møller, Jan Kloppenborg ; Goranović, Goran ; Poulsen, Niels Kjølstad ; Madsen, Henrik
in: IFAC-PapersOnLine, vol: 51, issue: 8, pages: 197-202

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1016/j.ifacol.2018.06.377

 

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

Mahmoudi, Zeinab ; Cameron, Faye ; Poulsen, Niels Kjølstad ; Madsen, Henrik ; Bequette, B. Wayne ; Jørgensen, John Bagterp
in: Biomedical Signal Processing and Control, 2011

Type: Journal article (Peer reviewed)

Status: Accepted/In press     |    Year: 2018     |    DOI: https://doi.org/10.1016/j.bspc.2018.09.012

  PDF

Smart grids innovation challenge

Østergaard, Jacob ; Weckesser, Johannes Tilman Gabriel ; Bondy, Daniel Esteban Morales ; Nørgård, Per Bromand ; Pinson, Pierre ; Martini, Luciano ; Madsen, Henrik
Publisher: Technical University of Denmark (DTU), Report name: Smart grids innovation challenge, (ISBN: 978-87-93458-57-4), pages: 37-46

Type: Report chapter (Peer reviewed)

Status: Published     |    Year: 2018

 

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

De Zotti, Giulia ; Pourmousavi, S. Ali ; Madsen, Henrik ; Poulsen, Niels Kjølstad
part of: Proceedings of 2018 IEEE International Energy Conference, 2018, IEEE
Presented at:
2018 IEEE International Energy Conference

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1109/ENERGYCON.2018.8398773

  PDF

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

López, Erick ; Allende, Héctor ; Gil, Esteban ; Madsen, Henrik
in: Energies, vol: 11, issue: 3, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.3390/en11030526

2017
 

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

Vogler-Finck, P. J.C. ; Bacher, P. ; Madsen, Henrik
in: Applied Energy, vol: 205, pages: 1298-1310, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: https://doi.org/10.1016/j.apenergy.2017.08.013

 

Evaluation of pharmacokinetic model designs for subcutaneous infusion of insulin aspart

Mansell, Erin J. ; Schmidt, Signe ; Docherty, Paul D. ; Nørgaard, Kirsten ; Jørgensen, John Bagterp ; Madsen, Henrik
in: Journal of Pharmacokinetics and Pharmacodynamics, vol: 44, issue: 5, pages: 477-489, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: https://doi.org/10.1007/s10928-017-9535-z

 

Inhomogeneous Markov Models for Describing Driving Patterns

Iversen, Emil Banning ; Møller, Jan K. ; Morales, Juan Miguel ; Madsen, Henrik
in: IEEE Transactions on Smart Grid, vol: 8, issue: 2, pages: 581-588, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: https://doi.org/10.1109/TSG.2016.2520661

 

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

Nauheimer, Michael ; Relan, Rishi ; Madsen, Henrik ; Thygesen, Uffe Høgsbro ; Olesen, B. ; Kirkeby, K.
part of: Proceedings of LIMAS 2017, pages: 28-35, 2018
Presented at:
Second International Conference on Lightweight Materials

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2017

 

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

Boiroux, Dimitri ; Duun-Henriksen, Anne Katrine ; Schmidt, Signe ; Nørgaard, Kirsten ; Poulsen, Niels Kjølstad ; Madsen, Henrik ; Jørgensen, John Bagterp
in: Control Engineering Practice, vol: 58, pages: 332–342, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: https://doi.org/10.1016/j.conengprac.2016.01.003

  PDF

Adaptive Unscented Kalman Filter using Maximum Likelihood Estimation

Mahmoudi, Zeinab ; Poulsen, Niels Kjølstad ; Madsen, Henrik ; Jørgensen, John Bagterp
in: IFAC-PapersOnLine, vol: 50, issue: 1, pages: 3859-3864
Presented at:
20th IFAC World Congress 2017

Type: Conference article (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: https://doi.org/10.1016/j.ifacol.2017.08.356

  PDF

A Dynamic Characterization of Energy Flexibility

Junker, Rune Grønborg ; Relan, Rishi ; Azar, Armin Ghasem ; Lopes, R. A. ; Madsen, Henrik
part of: Book of Abstracts, Sustain 2017, 2017, Technical University of Denmark (DTU)
Presented at:
Sustain 2017

Type: Conference abstract in proceedings (Peer reviewed)

Status: Published     |    Year: 2017

 

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

Boiroux, Dimitri ; Aradóttir, Tinna Björk ; Nørgaard, Kirsten ; Poulsen, Niels Kjølstad ; Madsen, Henrik ; Jørgensen, John Bagterp
in: Journal of Diabetes Science and Technology, vol: 11, issue: 1, pages: 29-36, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: https://doi.org/10.1177/1932296816666295

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Annex 67: Energy Flexible Buildings - Energy Flexibility as a key asset in a smart building future

Jensen, Søren Østergaard ; Madsen, Henrik ; Lopes, Rui ; Junker, Rune Grønborg ; Aelenei, Daniel ; Li, Rongling ; Metzger, Susanne ; Lindberg, Karen Byskov ; Marszal, Anna Joanna ; Kummert, Michaël ; Bayles, Bart ; Mlecnik, Erwin ; Lollini, Roberto ; Pasut, Wilmer

Type: Report

Status: Published     |    Year: 2017

 

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

Stentoft, Peter Alexander ; Munk-Nielsen, Thomas ; Mikkelsen, Peter Steen ; Madsen, Henrik
part of: Proceedings of the 12th IWA Specialized Conference on Instrumentation, Control & Automation, 2017
Presented at:
12th IWA Specialized Conference on Instrumentation, Control & Automation

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2017

  PDF

Biomass Supply Planning for Combined Heat and Power Plants using Stochastic Programming

Guericke, Daniela ; Blanco, Ignacio ; Morales González, Juan Miguel ; Madsen, Henrik
Presented at:
International Conference on Operations Research 2017

Type: Conference abstract for conference (Peer reviewed)

Status: Published     |    Year: 2017

  PDF

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

Wendt, Sabrina Lyngbye ; Ranjan, Ajenthen ; Møller, Jan Kloppenborg ; Schmidt, Signe ; Boye Knudsen, Carsten ; Holst, Jens Juul ; Madsbad, Sten ; Madsen, Henrik ; Nørgaard, Kirsten ; Jørgensen, John Bagterp
in: Journal of Diabetes Science and Technology, vol: 11, issue: 6, pages: 1101-1111, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: https://doi.org/10.1177/1932296817693254

  PDF

Dynamic portfolio optimization across hidden market regimes

Nystrup, Peter ; Madsen, Henrik ; Lindström, Erik
in: Quantitative Finance, vol: 18, issue: 1, pages: 83-95, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: https://doi.org/10.1080/14697688.2017.1342857

 

Economic MPC based on LPV model for thermostatically controlled loads

Zemtsov, Nikita ; Hlava, Jaroslav ; Frantsuzova, Galina ; Madsen, Henrik ; Junker, Rune Grønborg ; Jørgensen, John Bagterp
part of: Proceedings of 2017 International Siberian Conference on Control and Communications (SIBCON), 2017, IEEE
Presented at:
2017 International Siberian Conference on Control and Communications

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: https://doi.org/10.1109/SIBCON.2017.7998560

 

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

Mahmoudi, Zeinab ; Nørgaard, Kirsten ; Poulsen, Niels Kjølstad ; Madsen, Henrik ; Jørgensen, John Bagterp
in: Biomedical Signal Processing and Control, vol: 38, pages: 86-99, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: https://doi.org/10.1016/j.bspc.2017.05.004

 

Harnessing Flexibility from Hot and Cold

Kiviluoma, Juha ; Heinen, Steve ; Qazi, Hassan ; Madsen, Henrik ; Strbac, Goran ; Kang, Chongqing ; Zhang, Ning ; Patteeuw, Dieter ; Naegler , Tobias
in: IEEE Power & Energy Magazine, vol: 15, issue: 1, pages: 25-33, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: https://doi.org/10.1109/MPE.2016.2626618

 

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

Iversen, Jan Emil Banning ; Morales González, Juan Miguel ; Møller, Jan Kloppenborg ; Trombe, Pierre-Julien ; Madsen, Henrik
in: Wind Energy, vol: 20, issue: 1, pages: 33–44, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: https://doi.org/10.1002/we.1988

 

Multi-site solar power forecasting using gradient boosted regression trees

Persson, Caroline Stougård ; Bacher, Peder ; Shiga, Takahiro ; Madsen, Henrik
in: Solar Energy, vol: 150, pages: 423-436, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: https://doi.org/10.1016/j.solener.2017.04.066

 

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, Staf ; Bacher, Peder ; Bauwens, Geert ; Castaño, Sergio ; Jiménez, María José ; Madsen, Henrik
in: Energy and Buildings, vol: 153, pages: 179-189, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: https://doi.org/10.1016/j.enbuild.2017.08.006

 

Relationship between Optimum Mini-doses of Glucagon and Insulin Levels when Treating Mild Hypoglycaemia in Patients with Type 1 Diabetes - A Simulation Study

Ranjan, Ajenthen ; Wendt, Sabrina Lyngbye ; Schmidt, Signe ; Madsbad, Sten ; Holst, Jens J ; Madsen, Henrik ; Knudsen, Carsten B ; Jørgensen, John Bagterp ; Nørgaard, Kirsten
in: Basic & Clinical Pharmacology & Toxicology, pages: n/a-n/a, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: https://doi.org/10.1111/bcpt.12907

  PDF

Simulating clinical studies of the glucoregulatory system: in vivo meets in silico

Wendt, Sabrina Lyngbye ; Ranjan, Ajenthen ; Møller, Jan Kloppenborg ; Boye Knudsen, Carsten ; Holst, Jens Juul ; Madsbad, Sten ; Madsen, Henrik ; Nørgaard, Kirsten ; Jørgensen, John Bagterp

Type: Report

Status: Published     |    Year: 2017

  PDF

skoleklima.dk – A platform to monitor air quality and thermal comfort in classrooms, developed for teachers and students

Cali, Davide ; Bachalarz, Magnus ; Bacher, Peder ; Madsen, Henrik ; Lex, Simon Westergaard ; Koed Rasmussen, Morten
part of: Book of Abstracts, Sustain 2017, 2017, Technical University of Denmark (DTU)
Presented at:
Sustain 2017

Type: Conference abstract in proceedings (Peer reviewed)

Status: Published     |    Year: 2017

  PDF

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

Pedersen, Jonas Wied ; Courdent, Vianney Augustin Thomas ; Vezzaro, Luca ; Vedel, Henrik ; Madsen, Henrik ; Mikkelsen, Peter Steen
part of: Proceedings of the 14th IWA/IAHR International Conference on Urban Drainage, pages: 168-171, 2017, IWA Publishing, Prague, Czech Republic
Presented at:
14th IWA/IAHR International Conference on Urban Drainage 2017

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2017

  PDF

Stochastic Greybox Modeling for Control of an Alternating Activated Sludge Process

Halvgaard, Rasmus Fogtmann ; Vezzaro, Luca ; Grum, M. ; Munk-Nielsen, Thomas ; Tychsen, Peter ; Madsen, Henrik

Type: Report

Status: Published     |    Year: 2017

 

Stochastic model of wind-fuel cell for a semi-dispatchable power generation

Alvarez-Mendoza, Fernanda ; Bacher, Peder ; Madsen, Henrik ; Angeles-Camacho, César
in: Applied Energy, vol: 193, pages: 139–148, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: https://doi.org/10.1016/j.apenergy.2017.02.033

  PDF

Stochastic Programming for Fuel Supply Planning of Combined Heat and Power Plants

Guericke, Daniela ; Blanco, Ignacio ; Morales González, Juan Miguel ; Madsen, Henrik
Presented at:
INFORMS Annual Meeting 2017

Type: Conference abstract for conference (Peer reviewed)

Status: Published     |    Year: 2017

 

Synergies between energy supply networks

Wu, Jianzhnog ; Yan, Jinyue ; Desideri, Umberto ; Deconinck, Geert ; Madsen, Henrik ; Huitema, George ; Kolb, Thomas
in: Applied Energy, vol: 192, pages: 263-267, 2011

Type: Editorial (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: https://doi.org/10.1016/j.apenergy.2017.02.038

  PDF

Urban runoff forecasting with ensemble weather predictions

Pedersen, Jonas Wied ; Courdent, Vianney Augustin Thomas ; Vezzaro, Luca ; Madsen, Henrik ; Mikkelsen, Peter Steen
Presented at:
15th Nordic Wastewater Conference

Type: Conference abstract for conference (Peer reviewed)

Status: Published     |    Year: 2017

  PDF

Validation of a Simulation Model Describing the Glucose-Insulin-Glucagon Pharmacodynamics in Patients with Type 1 Diabetes

Wendt, Sabrina Lyngbye ; Ranjan, Ajenthen ; Møller, Jan Kloppenborg ; Schmidt, Signe ; Boye Knudsen, Carsten ; Holst, Jens Juul ; Madsbad, Sten ; Madsen, Henrik ; Nørgaard, Kirsten ; Jørgensen, John Bagterp
Presented at:
Advanced Technology and Treatments for Diabetes 2017

Type: Poster

Status: Published     |    Year: 2017

  PDF

Validation of the dynamic wake meander model with focus on tower loads

Larsen, Torben J. ; Larsen, Gunner Chr. ; Pedersen, Mads Mølgaard ; Enevoldsen, Karen ; Madsen, H. A.
Presented at:
Wake Conference 2017

Type: Sound/Visual production (digital)

Status: Published     |    Year: 2017

2016
  PDF

A Data-Driven Bidding Model for a Cluster of Price-Responsive Consumers of Electricity

Saez Gallego, Javier ; Morales González, Juan Miguel ; Zugno, Marco ; Madsen, Henrik
in: I E E E Transactions on Power Systems, vol: 31, issue: 6, pages: 5001-5011, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2016     |    DOI: https://doi.org/10.1109/TPWRS.2016.2530843

 

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

Boiroux, Dimitri ; Juhl, Rune ; Madsen, Henrik ; Jørgensen, John Bagterp
part of: Proceedings of the 55th IEEE Conference on Decision and Control (CDC 2016), pages: 3048-3053, 2016, IEEE
Presented at:
55th IEEE Conference on Decision and Control

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2016

 

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

Boiroux, Dimitri ; Hagdrup, Morten ; Mahmoudi, Zeinab ; Poulsen, Niels Kjølstad ; Madsen, Henrik ; Jørgensen, John Bagterp
part of: Proceedings of the 15th annual European Control Conference (ECC '16), pages: 2115-2120, 2016, IEEE
Presented at:
15th European Control Conference (ECC16)

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2016

 

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

Mahmoudi, Zeinab ; Boiroux, Dimitri ; Hagdrup, Morten ; Nørgaard, Kirsten ; Poulsen, Niels Kjølstad ; Madsen, Henrik ; Jørgensen, John Bagterp
part of: Proceedings of the 15th annual European Control Conference (ECC '16), pages: 714-719, 2016, IEEE
Presented at:
15th European Control Conference (ECC16)

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2016

  PDF

Commitment and dispatch of heat and power units via affinely adjustable robust optimization

Zugno, Marco ; Morales González, Juan Miguel ; Madsen, Henrik
in: Computers & Operations Research, vol: 75, pages: 191-201, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2016     |    DOI: https://doi.org/10.1016/j.cor.2016.06.002

 

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

Mahmoudi, Zeinab ; Wendt, Sabrina Lyngbye ; Boiroux, Dimitri ; Hagdrup, Morten ; Nørgaard, Kirsten ; Poulsen, Niels Kjølstad ; Madsen, Henrik ; Jørgensen, John Bagterp
part of: Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’2016), pages: 3507-3510, 2016, IEEE
Presented at:
38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’16)

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2016

  PDF

Detecting change points in VIX and S&P 500: A new approach to dynamic asset allocation

Nystrup, Peter ; Hansen, Bo William ; Madsen, Henrik ; Lindström, Erik
in: Journal of Asset Management, vol: 17, issue: 5, pages: 361-374

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2016     |    DOI: https://doi.org/10.1057/jam.2016.12

 

Distributed Model Predictive Control for Smart Energy Systems

Halvgaard, Rasmus Fogtmann ; Vandenberghe, Lieven ; Poulsen, Niels Kjølstad ; Madsen, Henrik ; Jørgensen, John Bagterp
in: IEEE Transactions on Smart Grid, vol: 7, issue: 3, pages: 1675-1682, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2016     |    DOI: https://doi.org/10.1109/TSG.2016.2526077

 

Economic MPC for a linear stochastic system of energy units

Jørgensen, John Bagterp ; Sokoler, Leo Emil ; Standardi, Laura ; Halvgaard, Rasmus Fogtmann ; Hovgaard, Tobias Gybel ; Frison, Gianluca ; Poulsen, Niels Kjølstad ; Madsen, Henrik
part of: Proceedings of the 15th European Control Conference (ECC16) , pages: 903-909, 2017, IEEE
Presented at:
15th European Control Conference (ECC16)

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2016     |    DOI: https://doi.org/10.1109/ECC.2016.7810404

 

Economic valuation of heat pumps and electric boilers in the Danish energy system

Nielsen, Maria Grønnegaard ; Morales González, Juan Miguel ; Zugno, Marco ; Pedersen, Thomas Engberg ; Madsen, Henrik
in: Applied Energy, vol: 167, pages: 189–200, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2016     |    DOI: https://doi.org/10.1016/j.apenergy.2015.08.115

  PDF

Hidden Markov Models for indirect classification of occupant behaviour

Liisberg, Jon Anders Reichert ; Møller, Jan Kloppenborg ; Bloem, H. ; Cipriano, J. ; Mor, G. ; Madsen, Henrik
in: Sustainable Cities and Society, vol: 27, pages: 83-98

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2016     |    DOI: https://doi.org/10.1016/j.scs.2016.07.001

 

Learning from nature: Nature-inspired algorithms

Albeanu, Grigore ; Madsen, Henrik ; Popentiu-Vladicescu, Florin
part of: eLearning Vision 2020! Proceedings of the 12th International Scientific Conference "eLearning and Software for Education", pages: 477-482, 2017, Carol I National Defence University Publishing House
Presented at:
12th International Scientific Conference on eLearning and Software for Education

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2016     |    DOI: https://doi.org/10.12753/2066-026X-16-158

  PDF

Load forecasting of supermarket refrigeration

Rasmussen, Lisa Buth ; Bacher, Peder ; Madsen, Henrik ; Nielsen, Henrik Aalborg ; Heerup, Christian ; Green, Torben
in: Applied Energy, vol: 163, issue: Februar 2016, pages: 32-40, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2016     |    DOI: https://doi.org/10.1016/j.apenergy.2015.10.046

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Long Memory of Financial Time Series and Hidden Markov Models with Time-Varying Parameters

Nystrup, Peter ; Madsen, Henrik ; Lindström, Erik
in: Journal of Forecasting, vol: 36, issue: 8, pages: 989–1002, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2016     |    DOI: https://doi.org/10.1002/for.2447

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Methodologies for managing the Energy-Water-Food nexus at different scales

Drews, Martin ; Mikkelsen, Peter Steen ; Bauer-Gottwein, Peter ; Vezzaro, Luca ; Davidsen, Claus ; Madsen, Henrik ; Christiansen, Lasse Engbo ; Larsen, Morten Andreas Dahl
Publisher: Technical University of Denmark (DTU), Report name: Methodologies for managing the Energy-Water-Food nexus at different scales, pages: 73-82

Type: Report chapter (Peer reviewed)

Status: Published     |    Year: 2016

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Model Identification using Continuous Glucose Monitoring Data for Type 1 Diabetes

Boiroux, Dimitri ; Hagdrup, Morten ; Mahmoudi, Zeinab ; Poulsen, Niels Kjølstad ; Madsen, Henrik ; Jørgensen, John Bagterp
in: IFAC-PapersOnLine, vol: 49, issue: 7, pages: 759-764
Presented at:
11th IFAC Symposium on Dynamics and Control of Process Systems Including Biosystems DYCOPS-CAB 2016

Type: Conference article (Peer reviewed)

Status: Published     |    Year: 2016     |    DOI: https://doi.org/10.1016/j.ifacol.2016.07.279

 

Modeling and Prediction Using Stochastic Differential Equations

Juhl, Rune ; Møller, Jan Kloppenborg ; Jørgensen, John Bagterp ; Madsen, Henrik
part of: Prediction Methods for Blood Glucose Concentration, pages: 183-209, 2016, Springer

Type: Book chapter (Peer reviewed)

Status: Published     |    Year: 2016     |    DOI: https://doi.org/10.1007/978-3-319-25913-0_10

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Modelling of glucose-insulin-glucagon pharmacodynamics in man

Wendt, Sabrina Lyngbye ; Møller, Jan Kloppenborg ; Haidar, A. ; Knudsen, C. B. ; Madsen, Henrik ; Jørgensen, John Bagterp
Presented at:
38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’16)

Type: Paper (Peer reviewed)

Status: Published     |    Year: 2016

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Modelling the glucose-insulin-glucagon dynamics after subcutaneous administration of native glucagon and a novel glucagon analogue in dogs

Wendt, Sabrina Lyngbye ; Boye Knudsen, Carsten ; Jørgensen, John Bagterp ; Madsen, Henrik ; Haidar, Ahmad
Presented at:
9th International Conference on Advanced Technol​ogies and Treatments for Diabetes (ATTD 2016)

Type: Poster (Peer reviewed)

Status: Published     |    Year: 2016

  PDF

Modelling the glucose-insulin-glucagon dynamics after subcutaneous administration of native glucagon and a novel glucagon analogue in dogs

Wendt, Sabrina Lyngbye ; Boye Knudsen, Carsten ; Jørgensen, John Bagterp ; Madsen, Henrik ; Haidar, Ahmad
Presented at:
9th International Conference on Advanced Technol​ogies and Treatments for Diabetes (ATTD 2016)

Type: Conference abstract for conference (Peer reviewed)

Status: Published     |    Year: 2016

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Model of the Glucose-Insulin-Glucagon Dynamics after Subcutaneous Administration of a Glucagon Rescue Bolus in Healthy Humans

Wendt, Sabrina Lyngbye ; Møller, Jan Kloppenborg ; Haidar, Ahmad ; Bysted, Britta V. ; Knudsen, Carsten B. ; Madsen, Henrik ; Jørgensen, John Bagterp
Presented at:
The American Diabetes Association's 76th Scientific Sessions (ADA 2016)

Type: Poster

Status: Published     |    Year: 2016

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Model of the Glucose-Insulin-Glucagon Dynamics after Subcutaneous Administration of a Glucagon Rescue Bolus in Healthy Humans

Wendt, Sabrina Lyngbye ; Møller, Jan Kloppenborg ; Haidar, Ahmad ; Bysted, Britta Væver ; Knudsen, Carsten Boye ; Madsen, Henrik ; Jørgensen, John Bagterp
Presented at:
The American Diabetes Association's 76th Scientific Sessions (ADA 2016)

Type: Conference abstract for conference

Status: Published     |    Year: 2016

  PDF

Non-parametric method for separating domestic hot water heating spikes and space heating

Bacher, Peder ; de Saint-Aubain, Philip Anton ; Christiansen, Lasse Engbo ; Madsen, Henrik
in: Energy and Buildings, vol: 130, pages: 107-112, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2016     |    DOI: https://doi.org/10.1016/j.enbuild.2016.08.037

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Objective Classification of Rainfall in Northern Europe for Online Operation of Urban Water Systems Based on Clustering Techniques

Löwe, Roland ; Madsen, Henrik ; McSharry, Patrick
in: Water, vol: 8, issue: 3, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2016     |    DOI: https://doi.org/10.3390/w8030087

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

Hagdrup, Morten ; Boiroux, Dimitri ; Mahmoudi, Zeinab ; Madsen, Henrik ; Poulsen, Niels Kjølstad ; Poulsen, Bjarne ; Jørgensen, John Bagterp
part of: IFAC-PapersOnLine, pages: 171-176, 2016, Elsevier
Presented at:
11th IFAC Symposium on Dynamics and Control of Process Systems Including Biosystems DYCOPS-CAB 2016

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2016     |    DOI: https://doi.org/10.1016/j.ifacol.2016.07.241

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Probabilistic Forecasts of Wind Power Generation by Stochastic Differential Equation Models

Møller, Jan Kloppenborg ; Zugno, Marco ; Madsen, Henrik
in: Journal of Forecasting, vol: 35, issue: April, pages: 189-205, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2016     |    DOI: https://doi.org/10.1002/for.2367

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Probabilistic runoff volume forecasting in risk-based optimization for RTC of urban drainage systems

Löwe, Roland ; Vezzaro, Luca ; Mikkelsen, Peter Steen ; Grum, Morten ; Madsen, Henrik
in: Environmental Modelling & Software, vol: 80, pages: 143-158, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2016     |    DOI: https://doi.org/10.1016/j.envsoft.2016.02.027

 

Short-term Probabilistic Forecasting of Wind Speed Using Stochastic Differential Equations

Iversen, Jan Emil Banning ; Morales González, Juan Miguel ; Møller, Jan Kloppenborg ; Madsen, Henrik
in: International Journal of Forecasting, vol: 32, issue: 3, pages: 981-990, 2011

Type: Journal article (Peer reviewed)

Status: Submitted     |    Year: 2016     |    DOI: https://doi.org/10.1016/j.ijforecast.2015.03.001

 

Smart-Energy Operating-System - A Framework for Implementing Flexible Electric Energy Systems in Smart Cities

Madsen, Henrik ; Parvizi, Jacopo ; Bacher, Peder
Presented at:
Sustain-ATV Conference 2016

Type: Conference abstract for conference (Peer reviewed)

Status: Published     |    Year: 2016

 

Statistical modelling using CTSM-R

Juhl, Rune ; Madsen, Henrik ; Møller, Jan Kloppenborg

Type: Ph.D. thesis

Status: Submitted     |    Year: 2016

2015
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A Bolus Calculator Based on Continuous-Discrete Unscented Kalman Filtering for Type 1 Diabetics

Boiroux, Dimitri ; Aradóttir, Tinna Björk ; Hagdrup, Morten ; Poulsen, Niels Kjølstad ; Madsen, Henrik ; Jørgensen, John Bagterp
in: I F A C Workshop Series, vol: 48, issue: 20, pages: 159-164, 2013
Presented at:
9th IFAC Symposium on Biological and Medical Systems (BMS 2015)

Type: Conference article (Peer reviewed)

Status: Published     |    Year: 2015     |    DOI: https://doi.org/10.1016/j.ifacol.2015.10.132

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A Continuous-Discrete Extended Kalman Filter for State and Parameter Estimation in People with Type 1 Diabetes

Boiroux, Dimitri ; Bátora, Vladimír ; Hagdrup, Morten ; Aradóttir, Tina Björk ; Johannsen, Caroline ; Tárnik, Marían ; Murgaš, Ján ; Schmidt, Signe ; Nørgaard, Kirsten ; Poulsen, Niels Kjølstad ; Madsen, Henrik ; Jørgensen, John Bagterp
Presented at:
19th Nordic Process Control Workshop

Type: Conference abstract for conference (Peer reviewed)

Status: Published     |    Year: 2015

 

An artificial pancreas for automated blood glucose control in patients with Type 1 diabetes

Schmidt, Signe ; Boiroux, Dimitri ; Ranjan, Ajenthen ; Jørgensen, John Bagterp ; Madsen, Henrik ; Nørgaard, Kirsten
in: Therapeutic Delivery, vol: 6, issue: 5, pages: 211-221

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2015     |    DOI: https://doi.org/10.4155/tde.15.12

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A Non-linear Stochastic Model for an Office Building with Air Infiltration

Thavlov, Anders ; Madsen, Henrik
in: International Journal of Sustainable Energy Planning and Management, vol: 7, pages: 59-70

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2015     |    DOI: https://doi.org/10.5278/ijsepm.2015.7.5

 

Bi-hormonal Closed-loop Control of Blood Glucose for People With Type 1 Diabetes - the Diacon Project

Boiroux, Dimitri ; Bátora, V. ; Hagdrup, Morten ; Wendt, Sabrina Lyngbye ; Schmidt, S. ; Nørgaard, K. ; Poulsen, Niels Kjølstad ; Madsen, Henrik ; Jørgensen, John Bagterp
in: Diabetes Technology & Therapeutics, vol: 17, issue: S1, pages: A107 - A108, 2011
Presented at:
The 8th International Conference on Advanced Technologies and Treatments for Diabetes (ATTD 2015)

Type: Conference abstract in journal (Peer reviewed)

Status: Published     |    Year: 2015     |    DOI: https://doi.org/10.1089/dia.2015.1525

 

Bihormonal control of blood glucose in people with type 1 diabetes

Batora, Vladimir ; Tárnik, Marían ; Murgaš, Ján ; Schmidt, Signe ; Nørgaard, Kirsten ; Poulsen, Niels Kjølstad ; Madsen, Henrik ; Jørgensen, John Bagterp
part of: Proceedings of the 14th European Control Conference (ECC 2015) , pages: 25-30, 2015, IEEE
Presented at:
14th European Control Conference (ECC 2015)

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2015     |    DOI: https://doi.org/10.1109/ECC.2015.7330520

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Characterising the Actual Thermal Performance of Buildings: Current Results of Common Exercises Performed in the Framework of the IEA EBC Annex 58-Project

Roels, Staf ; Bacher, Peder ; Bauwens, Geert ; Madsen, Henrik ; Jiménez, María José
in: Energy Procedia, vol: 78, issue: November, pages: 3282-3287, 2011
Presented at:
6th International Building Physics Conference (IBPC 2015)

Type: Conference article (Peer reviewed)

Status: Published     |    Year: 2015     |    DOI: https://doi.org/10.1016/j.egypro.2015.11.726

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Comparison of Prediction Models for a Dual-Hormone Artificial Pancreas

Boiroux, Dimitri ; Bátora, Vladimír ; Hagdrup, Morten ; Tárnik, Marían ; Murgaš, Ján ; Schmidt, Signe ; Nørgaard, Kirsten ; Poulsen, Niels Kjølstad ; Madsen, Henrik ; Jørgensen, John Bagterp
in: I F A C Workshop Series, vol: 48, issue: 20, pages: 7-12, 2013
Presented at:
9th IFAC Symposium on Biological and Medical Systems (BMS 2015)

Type: Conference article (Peer reviewed)

Status: Published     |    Year: 2015     |    DOI: https://doi.org/10.1016/j.ifacol.2015.10.106

  PDF

Comparison of two stochastic techniques for reliable urban runoff prediction by modeling systematic errors

Del Giudice, Dario ; Löwe, Roland ; Madsen, Henrik ; Mikkelsen, Peter Steen ; Rieckermann, Jörg
in: Water Resources Research, vol: 51, issue: 7, pages: 5004-5022, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2015     |    DOI: https://doi.org/10.1002/2014WR016678

 

Consumption management in the Nord Pool region: A stability analysis

Lindström, Erik ; Madsen, Henrik ; Norén, Vicke
in: Applied Energy, vol: 146, pages: 239-246, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2015     |    DOI: https://doi.org/10.1016/j.apenergy.2015.01.113

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Control of Electricity Load in Future Smart Cities

Madsen, Henrik ; Parvizi, Jacopo ; Halvgaard, Rasmus ; Jørgensen, John Bagterp
part of: Book of Abstracts. DTU's Sustain Conference 2015, 2015, Technical University of Denmark (DTU), Lyngby
Presented at:
DTU Sustain Conference 2015

Type: Conference abstract in proceedings (Peer reviewed)

Status: Published     |    Year: 2015

 

Control of Electricity Loads in Future Electric Energy Systems

Madsen, Henrik ; Parvizi, Jacopo ; Halvgaard, Rasmus Fogtmann ; Sokoler, Leo Emil ; Jørgensen, John Bagterp ; Hansen, Lars Henrik ; Hilger, Klaus Baggesen
part of: Handbook of Clean Energy Systems, 2015, Wiley

Type: Book chapter (Peer reviewed)

Status: Published     |    Year: 2015

  PDF

Decision Support Tools for Electricity Retailers, Wind Power and CHP Plants Using Probabilistic Forecasts

Zugno, Marco ; Morales González, Juan Miguel ; Madsen, Henrik
in: International Journal of Sustainable Energy Planning and Management, vol: 7, pages: 19-36

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2015     |    DOI: https://doi.org/10.5278/ijsepm.2015.7.3

 

Economic Dispatch of Demand Response Balancing through Asymmetric Block Offers

O'Connell, Niamh ; Pinson, Pierre ; Madsen, Henrik ; O’Malley, Mark
in: I E E E Transactions on Power Systems, vol: 31, issue: 4, pages: 2999-3007, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2015     |    DOI: https://doi.org/10.1109/TPWRS.2015.2475175

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Integrated energy systems; aggregation, forecasting, and control

Madsen, Henrik ; Parvizi, Jacopo ; Sempreviva, Anna Maria ; Bindner, Henrik W. ; Dent, Chris ; Mackensen, Reinhard
part of: DTU International Energy Report 2015, pages: 34-40, 2015, Technical University of Denmark (DTU)

Type: Book chapter

Status: Published     |    Year: 2015