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Title: Multi-objective optimal control of an air-to-water heat pump for residential heating
Authors: Verhelst, Clara ×
Degrauwe, David
Logist, Filip
Van Impe, Jan
Helsen, Lieve #
Issue Date: Sep-2012
Publisher: Tsinghua University Press
Series Title: Building Simulation vol:5 issue:3 pages:281-291
Conference: 8th Conference on System Simulation in Buildings (SSB) location:Liège, Belgium date:13-15 december 2010
Abstract: The current study investigates the optimal operation of an air-to-water heat pump system. To this end, the control problem is formulated as a classic optimal control or dynamic optimization problem. As conflicting objectives arise, namely minimizing energy cost while maximizing thermal comfort, the optimization problem is tackled from a multi-objective optimization perspective.
The adopted system model incorporates the building dynamics and the heat pump characteristics. Because of the state-dependency of the coefficient of performance (COP), the optimal control problem (OCP) is nonlinear. If the COP is approximated by a constant value, the OCP becomes convex which is easier to solve. The current study investigates how this approximation affects the control performance. The optimal control problems are solved using the freely available Automatic Control And Dynamic Optimization toolkit ACADO.
It is found that the lower the weighting factor for thermal discomfort is, the higher the discrepancy is between the nonlinear and convex OCP formulations. For a weighting factor resulting in a quadratic mean difference of 0.5°C between the zone temperature and its reference temperature, the difference in electricity cost amounts to 4% for a first scenario with fixed electricity price, and up to 6% for a second scenario with a day and night variation in electricity price.
ISSN: 1996-3599
Publication status: published
KU Leuven publication type: IT
Appears in Collections:Applied Mechanics and Energy Conversion Section
Bio- & Chemical Systems Technology, Reactor Engineering and Safety Section
× corresponding author
# (joint) last author

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