Jide Niu

Tianjin University

SCHOLARLY PAPERS

2

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119

TOTAL CITATIONS

1

Scholarly Papers (2)

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1.

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

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Citation 1

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

Number of pages: 36 Posted: 19 Sep 2024
Jie Zhu, Jide Niu, Sicheng Zhan, Zhe Tian, Adrian Chong, Huilong Wang and Haizhu Zhou
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 57 (817,107)
Citation 1

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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
Jie Zhu, Jide Niu, Sicheng Zhan, Zhe Tian, Adrian Chong, Huilong Wang and Haizhu Zhou
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 36 (1,007,200)

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

2.

Grey-Box Modeling for Thermal Dynamics of Buildings Under the Presence of Unmeasured Internal Heat Gains

Number of pages: 28 Posted: 13 Dec 2023
Xinyi Lin, Zhe Tian, Wenjie Song, Yakai Lu, Jide Niu, Qiang Sun and Yanan Wang
Tianjin University, Tianjin University - School of Environmental Science and Engineering, Tianjin University, Hebei University of Technology, Tianjin University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 26 (1,093,129)

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Grey-box model, Building thermal modeling, Unmeasured internal heat gains, Parameter identification, Split air conditioner