[HTML][HTML] Building energy simulation and its application for building performance optimization: A review of methods, tools, and case studies
As one of the most important and advanced technology for carbon-mitigation in the building
sector, building performance simulation (BPS) has played an increasingly important role …
sector, building performance simulation (BPS) has played an increasingly important role …
A review of optimization approaches for controlling water-cooled central cooling systems
Buildings consume a large amount of energy across all sectors of society, and a large
proportion of building energy is used by HVAC systems to provide a comfortable and healthy …
proportion of building energy is used by HVAC systems to provide a comfortable and healthy …
Optimal control method of HVAC based on multi-agent deep reinforcement learning
Q Fu, X Chen, S Ma, N Fang, B Xing, J Chen - Energy and Buildings, 2022 - Elsevier
In HVAC control problems, model-based optimal control methods have been extensively
studied and verified by many researchers, but they highly depend on the accuracy of the …
studied and verified by many researchers, but they highly depend on the accuracy of the …
Model-based predictive control optimization of chiller plants with water-side economizer system
C Fan, X Zhou - Energy and Buildings, 2023 - Elsevier
A chiller plant with a water-side economizer (WSE) system is an environmental technology
that utilizes the low-grade natural cooling source to optimize the cooling supply and reduce …
that utilizes the low-grade natural cooling source to optimize the cooling supply and reduce …
Simulation-based performance evaluation of model predictive control for building energy systems
The performance of model predictive control can be significantly affected by different choices
of controller parameters such as the time intervals for model discretization and control …
of controller parameters such as the time intervals for model discretization and control …
Data mining approach for improving the optimal control of HVAC systems: An event-driven strategy
Heating, ventilation and air conditioning (HVAC) systems contribute to a major portion of
energy consumption in buildings. Real-time optimal control is an efficient tool to improve the …
energy consumption in buildings. Real-time optimal control is an efficient tool to improve the …
Model-free control method based on reinforcement learning for building cooling water systems: Validation by measured data-based simulation
S Qiu, Z Li, Z Li, J Li, S Long, X Li - Energy and Buildings, 2020 - Elsevier
In the domain of optimal control for building HVAC systems, the performance of model-
based control has been widely investigated and validated. However, the performance of …
based control has been widely investigated and validated. However, the performance of …
Energy-saving potential analysis for a 24-hour operating chiller plant using the model-based global optimization method
J Niu, R Zhou, Z Tian, J Zhu, Y Lu, J Ma - Journal of Building Engineering, 2023 - Elsevier
Various studies have been conducted to develop energy efficient measures for chiller plants.
In these studies, much attention has been paid to equipment retrofits and various optimal …
In these studies, much attention has been paid to equipment retrofits and various optimal …
Modelica-based modeling and simulation of district cooling systems: A case study
While equation-based object-oriented modeling language Modelica can evaluate practical
energy improvements for district cooling systems, few have adopted Modelica for this type of …
energy improvements for district cooling systems, few have adopted Modelica for this type of …
Open-source Modelica models for the control performance simulation of chiller plants with water-side economizer
There are several cooling mode control sequences for chiller plants with water-side
economizers adopted in industry and academia, and it is widely known that this supervisory …
economizers adopted in industry and academia, and it is widely known that this supervisory …