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Lieve Helsen

KU Leuven

Oude Markt 13

Leuven, 3000

Belgium

SCHOLARLY PAPERS

4

DOWNLOADS

197

TOTAL CITATIONS

0

Scholarly Papers (4)

Distributed Optimization of the Stochastic Load of Residential Heat Pumps for Demand Response

Number of pages: 32 Posted: 07 May 2024 Last Revised: 05 May 2025
KU Leuven, KU Leuven, KU Leuven and Delft University of Technology
Downloads 44 (1,157,169)

Abstract:

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demand response, distributed optimization, stochastic model predictive control, Chance constraints, affine disturbance feedback, thermostatically controlled loads

Distributed Optimization of the Stochastic Load of Residential Heat Pumps for Demand Response

Number of pages: 31 Posted: 24 Dec 2024
KU Leuven, KU Leuven, KU Leuven and KU Leuven - Department of Mechanical Engineering
Downloads 27 (1,400,723)

Abstract:

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Demand response, distributed optimization, stochastic model predictive control, chance constraints, affine disturbance feedback, thermostatically controlled loads

2.

Comparative Analysis of Model Predictive Control Performance Using Different Building RC-Models and State Estimation Techniques

Number of pages: 74 Posted: 20 Sep 2025
Jaap Neven, Brida V. Mbuwir and Lieve Helsen
KU Leuven, affiliation not provided to SSRN and KU Leuven
Downloads 69 (883,195)

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Model predictive control, Buildings, RC-modeling, Parameter Estimation, State Estimation, BOPTEST

Abstract:

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Integrated optimal control and sizing, Non-linear optimal control, Borehole thermal energy storage, Multi-energy systems, Hybrid energy systems, Modelica

4.

Upgrade of a Virtual 5th Generation District Heating and Cooling Network through Optimal Control

Number of pages: 21 Posted: 17 Apr 2026
Anna Dell'Isola and Lieve Helsen
KU Leuven and KU Leuven
Downloads 16 (1,491,251)

Abstract:

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5th Generation District Heating and Cooling (5GDHC), Model Predictive Control (MPC), Rule Based Control (RBC), Sizing, Modelica