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Henrik Madsen

Technical University of Denmark

Lyngby

Denmark

SCHOLARLY PAPERS

8

DOWNLOADS

416

TOTAL CITATIONS

0

Scholarly Papers (8)

Modeling and Nonlinear Predictive Control of Solar Thermal Systems in District Heating

Number of pages: 20 Posted: 13 Feb 2024
Technical University of Denmark, Technical University of Denmark and Technical University of Denmark
Downloads 50 (1,095,444)

Abstract:

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Data-driven modeling, MPC, solar thermal, District heating systems

Modeling and Nonlinear Predictive Control of Solar Thermal Systems in District Heating

Number of pages: 13 Posted: 04 Oct 2023
Technical University of Denmark, Technical University of Denmark and Technical University of Denmark
Downloads 46 (1,170,161)

Abstract:

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Data-driven Modeling, MPC, solar thermal, district heating

2.

Frigg 2.0: Integrating Price-Based Demand Response into Large-Scale Energy System Analysis

Number of pages: 15 Posted: 30 Oct 2023
Technical University of Denmark - DTU Compute, affiliation not provided to SSRN, Technical University of Denmark, University of Twente, Technical University of Denmark and Technical University of Denmark
Downloads 66 (916,100)

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Frigg, plan4EU, Demand response, Energy system optimisation, Power-to-heat

3.

Building-Profet: A Scalable Data-Driven Modelling Approach for Estimating Heat and Electricity Load Profiles of Buildings

Number of pages: 58 Posted: 03 Jul 2025
Technical University of Denmark, SINTEF Community, affiliation not provided to SSRN, SINTEF Community, SINTEF Community and Technical University of Denmark
Downloads 63 (942,565)

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smart grid, Data-driven modeling, Load Forecasting, Demand Flexibility, Smart-meter data, Energy system planning

4.

Dynamic Heat Price: A Promising Approach to Unlock Energy Flexibility of District Heating Networks

Number of pages: 34 Posted: 07 May 2024
Technical University of Denmark, Technical University of Denmark, Technical University of Denmark and Technical University of Denmark
Downloads 50 (1,074,648)

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Energy flexibility, Flexibility function, District heating, Dynamic heat price, Building energy model, Peak load

5.

Estimation of Building Energy Demand Characteristics Using Bayesian Statistics and Energy Signature Models

Number of pages: 47 Posted: 07 Apr 2025
Technical University of Denmark, Technical University of Denmark, Technical University of Denmark, Technical University of Denmark and Technical University of Denmark
Downloads 46 (1,133,231)

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Bayesian modelling, Energy Signature, Uncertainty quantification, Smart meter data, Heat Loss Coefficient, Probabilistic energy assessment

6.

Estimation of Building Energy Demand Characteristics using Bayesian Statistics and Energy Signature Models

Number of pages: 47 Posted: 10 Nov 2025
Technical University of Denmark, University of Copenhagen, Technical University of Denmark, Technical University of Denmark and Technical University of Denmark
Downloads 35 (1,263,436)

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Bayesian modelling, Energy Signature, Uncertainty quantification, Smart meter data, Heat Loss Coefficient, Probabilistic energy assessment

7.

Room-Level Indoor Temperature Forecasting Using a Grey-Box Model with Dynamic Thermostat Offset and TRV-Controlled Heating

Number of pages: 23 Posted: 08 Apr 2026
Technical University of Denmark, Technical University of Denmark, Technical University of Denmark, Technical University of Denmark - DTU Compute, Technical University of Denmark, Technical University of Denmark, Technical University of Denmark and Technical University of Denmark
Downloads 30 (1,491,251)

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non-linear grey-box model, indoor temperature forecasting, dynamic indoor temperature asymmetry, model predictive control, space heating dynamics

8.

A stochastic grey-box model of a solvent-based carbon capture pilot plant

Number of pages: 16 Posted: 16 Feb 2026
Technical University of Denmark, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Technical University of Denmark, Technical University of Denmark - DTU Compute, Technical University of Denmark and Technical University of Denmark
Downloads 30 (1,399,036)

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Solvent-based carbon capture, stochastic grey-box modeling, maximum likelihood parameter estimation, system identification