Model selection and parameter optimization of model predictive control for building radiant systems

• Published in: Journal of process control Vol. 154; p. 103512
• Main Authors: Chen, Qiong, Wang, Wenjing, Li, Nan
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.10.2025
• Subjects: Model order reduction (MOR); Model predictive control (MPC); Parameter optimization; Performance assessment; Radiant systems; Model predictive control (MPC); Radiant systems; Model order reduction (MOR); Parameter optimization; Performance assessment

In this work, we present a comprehensive parametric investigation quantifying the influence of reduced-order models (ROMs) of varying fidelity on both dynamic and steady-state performance of a Model Predictive Control (MPC) loop for building thermal regulation. Through simulations using the full-ord...