Guang Zhou

Publications

209

Citations

H-Index

2020

Active since

Affiliations

Zhongkai University of Agriculture and Engineering(Current)

Guangzhou University

Guangzhou Academy of Building Research (China)

Guang Zhou is an author at Zhongkai University of Agriculture and Engineering specializing in energy management, engineering, and modeling and simulation.

Top concepts

EngineeringEnergy ManagementModeling And SimulationSimulationData MiningData ScienceHeat TransferRefrigerationBuilding EnergyBuilding Science

Publications per year

2020–2022

Publications

An online physical-based multiple linear regression model for building’s hourly cooling load prediction

Sihao Chen, Xiaoqing Zhou, Guang Zhou et al. · Energy and Buildings · 2021 · 90 citations

Engineering, Energy Management, Predictive Analytics +9

Improving cooling load prediction reliability for HVAC system using Monte-Carlo simulation to deal with uncertainties in input variables

Chengliang Fan, Yundan Liao, Guang Zhou et al. · Energy and Buildings · 2020 · 82 citations

Engineering, Monte Carlo Methods, Simulation +16

A training pattern recognition algorithm based on weight clustering for improving cooling load prediction accuracy of HVAC system

Sihao Chen, Liangzhu Wang, Jing Li et al. · Journal of Building Engineering · 2022 · 23 citations

Data Classification, Engineering, Machine Learning +12

Building Cooling load prediction based on LightGBM

Ruochen Zhao, Wei Dong, YiBing Ran et al. · IFAC-PapersOnLine · 2022 · 14 citations · Full text

Engineering, Machine Learning, Energy Efficiency +24

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