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Haizhu Zhou

China Academy of Building Research

China

SCHOLARLY PAPERS

7

DOWNLOADS

374

TOTAL CITATIONS

6

Scholarly Papers (7)

A Learning-Based Model Predictive Control Method for Unlocking the Potential of Building Energy Flexibility

Number of pages: 36 Posted: 19 Sep 2024
Tianjin University, Tianjin University, affiliation not provided to SSRN, Tianjin University - School of Environmental Science and Engineering, National University of Singapore (NUS), Shenzhen University and China Academy of Building Research
Downloads 103 (699,970)
Citation 3

Abstract:

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Energy flexibility, Model predictive control, Machine Learning, Building energy and control simulation, HVAC

A Learning-Based Model Predictive Control Method for Unlocking the Potential of Building Energy Flexibility

Number of pages: 36 Posted: 14 Jul 2024
Tianjin University, Tianjin University, affiliation not provided to SSRN, Tianjin University - School of Environmental Science and Engineering, National University of Singapore (NUS), Shenzhen University and China Academy of Building Research
Downloads 51 (1,072,374)

Abstract:

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energy flexibility, model predictive control, machine learning, Building energy and control simulation, HVAC

2.

Performance-Based Design of Residential Blocks for the Co-Benefits of Building Energy Efficiency and Outdoor Thermal Comfort Improvement

Number of pages: 45 Posted: 20 Mar 2024
Huazhong University of Science and Technology, Huazhong University of Science and Technology, Chongqing University, China Academy of Building Research, China Academy of Building Research, Huazhong University of Science and Technology and Huazhong University of Science and Technology
Downloads 80 (844,901)
Citation 1

Abstract:

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Performance-based designResidential blockBlock morphologyCo-benefitsBuilding energy efficiencyOutdoor thermal comfort

3.

Assessment of the Impact of Urban Neighborhood Morphological Parameters on Buildings Carbon Emissions Introducing The Different Context of Local Climate Zones

Number of pages: 41 Posted: 13 Aug 2024
Huazhong University of Science and Technology, University College London, China Academy of Building Research, Huazhong University of Science and Technology, Huazhong University of Science and Technology, Shenyang Jianzhu University and Huazhong University of Science and Technology
Downloads 42 (1,170,409)
Citation 2

Abstract:

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Local climate zones(LCZ), Residential building blocks, Buildings carbon emission, Urban morphology, The Linear mixed model (LMM), Climate Resilience

4.

Assessment of the Impact of Urban Neighborhood Form Factors on Buildings Carbon Emissions Introducing The Different Context of Local Climate Zones

Number of pages: 55 Posted: 20 Jun 2024
Huazhong University of Science and Technology, University College London, China Academy of Building Research, Huazhong University of Science and Technology, Huazhong University of Science and Technology, Huazhong University of Science and Technology and Huazhong University of Science and Technology
Downloads 38 (1,222,651)

Abstract:

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Local climate zones(LCZ), Residential building blocks, buildings Carbon emission, Urban morphology, The Linear Mixed Model (LMM), Climate Resilience

5.

Multi-Criteria Evaluation of Heat-Oriented Combined Heat and Power Systems for District Heating: An Application

Number of pages: 37 Posted: 13 Jun 2022
Daokun Chong, Haizhu Zhou, Xiaoping Li and Yitong Li
China Academy of Building Research, China Academy of Building Research, China Academy of Building Research and China Academy of Building Research
Downloads 29 (1,332,057)

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District heating, Combined heat and power, Steam turbine, Comprehensive performance, Exergoeconomic analysis, Exergoenvironmental analysis

6.

High-Resolution LST Downscaling and Its Quantitative Association with SAT: An Interaction Analysis of Urban Functional Areas

Number of pages: 69 Posted: 03 Feb 2026
affiliation not provided to SSRN, Hebei University of Technology, China Academy of Building Research, Hebei University of Technology and Hebei University of Technology
Downloads 20 (1,481,165)

Abstract:

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Multi-source data, CatBoost, SHAP interpretability, Urban functional area (UFA), Interactive multiple linear regression (IMLR)

7.

High-Resolution Thermal Environment Characterization and Mechanistic LST-SAT Modeling across Urban Functional Areas

Number of pages: 57 Posted: 07 Apr 2026
affiliation not provided to SSRN, Hebei University of Technology, China Academy of Building Research, Hebei University of Technology and Hebei University of Technology
Downloads 11 (1,541,665)

Abstract:

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LST downscaling, CatBoost, SHAP interpretability, Urban functional area (UFA), Interactive multiple linear regression (IMLR)