Model predictive controller presented in the article combines weather forecast and thermal model of a building and predicts trends of inside temperature. By this, it can utilize thermal capacity of …

Nov 15, 2022 · These studies have established that Model Predictive Control (MPC) algorithms are an effective way off increasing the energy efficiency of buildings. MPC is a well …

Nov 16, 2023 · Model predictive control (MPC) is promising for optimizing building's operation but high hardware, software and know-how requirements impede its commercialization. Therefore, …

Mar 12, 2018 · MPC has found successful implementation in building thermal regulation, fully exploiting the potential of building thermal mass. Moreover, MPC has been positively applied …

In this paper, we propose a nonlinear economic model predictive control to determine the optimal share for a hybrid DH-HP heating system. A resistor-capacitor thermal building model is …

This paper deals with a first-principle modeling and model predictive control strategy of heating process. The first principle model based on energy conservation is proposed, the model …

A improved model predictive control (MPC) strategy, combining with the annealing algorithm, was proposed for heat load shift and cost optimization of the heating system.

Jan 29, 2025 · In this paper, we propose an economic nonlinear model predictive control (MPC) algorithm for district heating networks (DHNs). The proposed method features prosumers, …

Apr 1, 2025 · To quantify the impact of thermal history, 36 participants with different thermal histories were exposed to 20°C, 16°C, and 12°C. A predictive model for adaptive neutral …

In our work, we focus on an application of scenario-based MPC in a building heating system, in collaboration with 3E. We use a greybox model of the system obtained through Modelica, …