Adrian Chong - Concepedia

Author

Adrian Chong

National University of Singapore ORCID

Also Known As

A. CHONG, A. Chong, Adrian CHONG, Adrian Chong, Adrian Z.M. Chong, Chong Zhun Min Adrian, Chong, Adrian

153

Publications

3.8K

Citations

H-Index

122

Concepts

All Affiliations

National University of Singapore Tsinghua University Southeast University Carnegie Mellon University

About

Adrian Chong is an author at National University of Singapore specializing in engineering, built environment, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	28	40	2.7K
2	Social Sciences	12	12	760
3	Business	1	1	10
4	Medicine	1	1	17
5	Public Health	1	1	134

Adrian Chong

Publications

3.1K

Citations

H-Index

Page 1

	Year	Citations
Whole building energy model for HVAC optimal control: A practical framework based on deep reinforcement learning Zhiang Zhang, Adrian Chong, Yuqi Pan, Energy and Buildings Practical FrameworkEngineeringMachine LearningDeep Reinforcement LearningEnergy Management	2019	312
Green and cool roofs’ urban heat island mitigation potential in tropical climate Junjing Yang, Devi llamathy Mohan Kumar, Andri Pyrgou, Solar Energy ClimatologyUrban Green SpacesTropical ClimateEngineeringReflective Roof	2018	218
Generative adversarial network for fault detection diagnosis of chillers Ke Yan, Adrian Chong, Yuchang Mo Building and Environment Fault DiagnosisEngineeringMachine LearningPattern RecognitionDiagnosis	2020	197
Data-driven predictive control for smart HVAC system in IoT-integrated buildings with time-series forecasting and reinforcement learning Dian Zhuang, Vincent J.L. Gan, Zeynep Duygu Tekler, Applied Energy Smart Hvac SystemData-driven Predictive ControlEngineeringData ScienceEnergy Management	2023	180
Guidelines for the Bayesian calibration of building energy models Adrian Chong, Kathrin Menberg Energy and Buildings Built EnvironmentBayesian StatisticsBayesian CalibrationEngineeringCalibration	2018	134
Data requirements and performance evaluation of model predictive control in buildings: A modeling perspective Sicheng Zhan, Adrian Chong Renewable and Sustainable Energy Reviews Built EnvironmentEngineeringModel-based Control TechniquePredictive AnalyticsDesign	2021	129
Bayesian calibration of building energy models with large datasets Adrian Chong, Khee Poh Lam, Matteo Pozzi, Energy and Buildings Built EnvironmentBayesian CalibrationEngineeringUncertainty QuantificationModeling And Simulation	2017	121
Energy modelling and control of building heating and cooling systems with data-driven and hybrid models—A review Yasaman Balali, Adrian Chong, Andrew Busch, Renewable and Sustainable Energy Reviews	2023	112
Building categorization revisited: A clustering-based approach to using smart meter data for building energy benchmarking Sicheng Zhan, Zhaoru Liu, Adrian Chong, Applied Energy Built EnvironmentBenchmarkingEngineeringSmart BuildingData Science	2020	106
Occupancy prediction using deep learning approaches across multiple space types: A minimum sensing strategy Zeynep Duygu Tekler, Adrian Chong Building and Environment Deep Learning ApproachesMachine VisionMachine LearningData ScienceEngineering	2022	102

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