[HTML][HTML] Building energy simulation and its application for building performance optimization: A review of methods, tools, and case studies

Y Pan, M Zhu, Y Lv, Y Yang, Y Liang, R Yin… - Advances in Applied …, 2023 - Elsevier
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 …

A review of optimization approaches for controlling water-cooled central cooling systems

L Jia, S Wei, J Liu - Building and Environment, 2021 - Elsevier
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 …

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 …

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 …

Simulation-based performance evaluation of model predictive control for building energy systems

S Huang, Y Lin, V Chinde, X Ma, J Lian - Applied Energy, 2021 - Elsevier
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 …

Data mining approach for improving the optimal control of HVAC systems: An event-driven strategy

J Wang, J Hou, J Chen, Q Fu, G Huang - Journal of Building Engineering, 2021 - Elsevier
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 …

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 …

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 …

Modelica-based modeling and simulation of district cooling systems: A case study

K Hinkelman, J Wang, W Zuo, A Gautier, M Wetter… - Applied Energy, 2022 - Elsevier
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 …

Open-source Modelica models for the control performance simulation of chiller plants with water-side economizer

C Fan, K Hinkelman, Y Fu, W Zuo, S Huang, C Shi… - Applied Energy, 2021 - Elsevier
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 …