Zhimin Du

Shanghai Jiao Tong University

*This is an algorithmically generated author record based on publicly available information.

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Shanghai Jiao Tong University

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Zhimin Du has a total of 57 co-authors. Here are the top co-authors by number of shared publications:

Latest Publications

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Cited by 6
- 3 November 2025
- Published by Elsevier in Energy
Physics-informed neural network-based model predictive control for chiller plant – fan coil unit system and intelligent human-AI interaction via large language model
by Xinbin Liang, Siliang Chen, Zhuyun Mao, Xilin Li, Xinqiao Jin, Zhimin Du
Website
Google Scholar
- 3 November 2025
- Published by Elsevier in Energy
Physics-informed neural network-based model predictive control for chiller plant – fan coil unit system and intelligent human-AI interaction via large language model
by Xinbin Liang, Siliang Chen, Zhuyun Mao, Xilin Li, Xinqiao Jin, Zhimin Du
Cited by 6
Website
Google Scholar
Cited by 5
- 15 September 2024
- Published by Elsevier in Building and Environment
Awareness-guided incremental control optimization for chilled water system with deep learning model under cold-start scenarios
by Xinbin Liang, Zheming Zhang, Fei Zheng, Siliang Chen, Xinqiao Jin, Zhimin Du
Website
Google Scholar
- 15 September 2024
- Published by Elsevier in Building and Environment
Awareness-guided incremental control optimization for chilled water system with deep learning model under cold-start scenarios
by Xinbin Liang, Zheming Zhang, Fei Zheng, Siliang Chen, Xinqiao Jin, Zhimin Du
Cited by 5
Open Access
Website
Google Scholar
Cited by 9
- 6 September 2024
- Published by Elsevier in Cell Reports Physical Science
Next-generation generalist energy artificial intelligence for navigating smart energy
by Xu Zhu, Siliang Chen, Xinbin Liang, Xinqiao Jin, Zhimin Du
Website
Google Scholar
- 6 September 2024
- Published by Elsevier in Cell Reports Physical Science
Open Access
Next-generation generalist energy artificial intelligence for navigating smart energy
by Xu Zhu, Siliang Chen, Xinbin Liang, Xinqiao Jin, Zhimin Du
Cited by 9
Website
Google Scholar
Cited by 8
- 1 September 2024
- Published by Elsevier in Energy
A novel load allocation strategy based on the adaptive chiller model with data augmentation
by Zhiyang Jia, Xinqiao Jin, Yuan Lyu, Qi Xue, Zhimin Du
Website
Google Scholar
- 1 September 2024
- Published by Elsevier in Energy
A novel load allocation strategy based on the adaptive chiller model with data augmentation
by Zhiyang Jia, Xinqiao Jin, Yuan Lyu, Qi Xue, Zhimin Du
Cited by 8
Website
Google Scholar
Cited by 60
- 6 July 2023
- Published by Elsevier in Energy Conversion and Management
IoT-based intelligent energy management system for optimal planning of HVAC devices in net-zero emissions PV-battery building considering demand compliance
by Xinbin Liang, Kang Chen, Siliang Chen, Xu Zhu, Xinqiao Jin, Zhimin Du
Website
Google Scholar
- 6 July 2023
- Published by Elsevier in Energy Conversion and Management
IoT-based intelligent energy management system for optimal planning of HVAC devices in net-zero emissions PV-battery building considering demand compliance
by Xinbin Liang, Kang Chen, Siliang Chen, Xu Zhu, Xinqiao Jin, Zhimin Du
Cited by 60
Website
Google Scholar
Cited by 28
- 12 June 2023
- Published by Elsevier in Energy
Domain adaptation deep learning and its T-S diagnosis networks for the cross-control and cross-condition scenarios in data center HVAC systems
by Zhimin Du, Xinbin Liang, Siliang Chen, Pengcheng Li, Xu Zhu, Kang Chen, Xinqiao Jin
Website
Google Scholar
- 12 June 2023
- Published by Elsevier in Energy
Domain adaptation deep learning and its T-S diagnosis networks for the cross-control and cross-condition scenarios in data center HVAC systems
by Zhimin Du, Xinbin Liang, Siliang Chen, Pengcheng Li, Xu Zhu, Kang Chen, Xinqiao Jin
Cited by 28
Website
Google Scholar
Cited by 51
- 20 May 2023
- Published by Elsevier in Applied Energy
Domain knowledge decomposition of building energy consumption and a hybrid data-driven model for 24-h ahead predictions
by Xinbin Liang, Siliang Chen, Xu Zhu, Xinqiao Jin, Zhimin Du
Website
Google Scholar
- 20 May 2023
- Published by Elsevier in Applied Energy
Domain knowledge decomposition of building energy consumption and a hybrid data-driven model for 24-h ahead predictions
by Xinbin Liang, Siliang Chen, Xu Zhu, Xinqiao Jin, Zhimin Du
Cited by 51
Website
Google Scholar
Cited by 37
- 19 April 2023
- Published by Elsevier in Building and Environment
Interpretable mechanism mining enhanced deep learning for fault diagnosis of heating, ventilation and air conditioning systems
by Kang Chen, Siliang Chen, Xu Zhu, Xinqiao Jin, Zhimin Du
Website
Google Scholar
- 19 April 2023
- Published by Elsevier in Building and Environment
Interpretable mechanism mining enhanced deep learning for fault diagnosis of heating, ventilation and air conditioning systems
by Kang Chen, Siliang Chen, Xu Zhu, Xinqiao Jin, Zhimin Du
Cited by 37
Top Cited Papers
Website
Google Scholar
Cited by 85
- 12 April 2023
- Published by Elsevier in Energy and Buildings
Deep learning GAN-based data generation and fault diagnosis in the data center HVAC system
by Zhimin Du, Kang Chen, Siliang Chen, Jinning He, Xu Zhu, Xinqiao Jin
Website
Google Scholar
- 12 April 2023
- Published by Elsevier in Energy and Buildings
Top Cited Papers
Deep learning GAN-based data generation and fault diagnosis in the data center HVAC system
by Zhimin Du, Kang Chen, Siliang Chen, Jinning He, Xu Zhu, Xinqiao Jin
Cited by 85
Website
Google Scholar
Cited by 23
- 21 March 2023
- Published by Elsevier in Building and Environment
Knowledge-extracted deep learning diagnosis and its cloud-based management for multiple faults of chiller
by Zhimin Du, Siliang Chen, Pengcheng Li, Kang Chen, Xinbin Liang, Xu Zhu, Xinqiao Jin
Website
Google Scholar
- 21 March 2023
- Published by Elsevier in Building and Environment
Knowledge-extracted deep learning diagnosis and its cloud-based management for multiple faults of chiller
by Zhimin Du, Siliang Chen, Pengcheng Li, Kang Chen, Xinbin Liang, Xu Zhu, Xinqiao Jin
Cited by 23

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