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Xinbin Liang

shanghai jiao tong university

11H指数
19论文数
349被引数
收录论文 15
发表时间
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Physics-informed neural network-based model predictive control for chiller plant – fan coil unit system and intelligent human-AI interaction via large language model基于物理信息神经网络模型的冷水机组-风机盘管系统预测控制及通过大型语言模型实现的人机智能交互
errEnergy
IF9.4
err2025-11-02
err0
PREAI
errXinbin Liang; Siliang Chen; Zhuyun Mao; Xilin Li; Xinqiao Jin; Zhimin Du
err分享
err收藏
Two-stage optimal scheduling for flexibility and resilience tradeoff of PV-battery building via smart grid communication通过智能电网通信实现光伏电池建筑灵活性和弹性权衡的两阶段优化调度
errSUSTAINABLE CITIES AND SOCIETY
IF12
err2024-12-01
err0
PREAI
errLiang, Xinbin; Ge, Wei; Zhang, Zheming; Zheng, Fei; Jin, Xinqiao; Du, Zhimin
err分享
err收藏
Awareness-guided incremental control optimization for chilled water system with deep learning model under cold-start scenarios
errBUILDING AND ENVIRONMENT
IF7.6
err2024-12-01
err1
PREAI
errLiang, Xinbin; Zhang, Zheming; Zheng, Fei; Chen, Siliang; Jin, Xinqiao; Du, Zhimin
err分享
err收藏
Next-generation generalist energy artificial intelligence for navigating smart energy
errCELL REPORTS PHYSICAL SCIENCE
IF7.3
err2024-09-01
err0
errOAAI
errZhu, Xu; Chen, Siliang; Liang, Xinbin; Jin, Xinqiao; Du, Zhimin
err分享
err收藏
Lifelong learning with deep conditional generative replay for dynamic and adaptive modeling towards net zero emissions target in building energy system
errAPPLIED ENERGY
IF11
err2024-01-01
err5
PREAI
errChen, Siliang; Ge, Wei; Liang, Xinbin; Jin, Xinqiao; Du, Zhimin
err分享
err收藏
Physics-constrained cooperative learning-based reference models for smart management of chillers considering extrapolation scenarios
errAPPLIED ENERGY
IF11
err2023-11-01
err7
PREAI
errLiang, Xinbin; Zhu, Xu; Chen, Siliang; Jin, Xinqiao; Xiao, Fu; Du, Zhimin
err分享
err收藏
Domain adaptation deep learning and its T-S diagnosis networks for the cross-control and cross-condition scenarios in data center HVAC systems
errENERGY
IF9.4
err2023-10-01
err6
PREAI
errDu, Zhimin; Liang, Xinbin; Chen, Siliang; Li, Pengcheng; Zhu, Xu; Chen, Kang; Jin, Xinqiao
err分享
err收藏
IoT-based intelligent energy management system for optimal planning of HVAC devices in net-zero emissions PV-battery building considering demand compliance
errENERGY CONVERSION AND MANAGEMENT
IF10.9
err2023-09-01
err10
PREAI
errLiang, Xinbin; Chen, Kang; Chen, Siliang; Zhu, Xu; Jin, Xinqiao; Du, Zhimin
err分享
err收藏
Domain knowledge decomposition of building energy consumption and a hybrid data-driven model for 24-h ahead predictions建筑能耗的领域知识分解和用于提前24小时预测的混合数据驱动模型
errAPPLIED ENERGY
IF11
err2023-08-01
err23
PREAI
errLiang, Xinbin; Chen, Siliang; Zhu, Xu; Jin, Xinqiao; Du, Zhimin
err分享
err收藏
Uncertainty quantification-based robust deep learning for building energy systems considering distribution shift problem考虑分布移位问题的建筑能源系统不确定性量化鲁棒深度学习
errAPPLIED ENERGY
IF11
err2023-05-01
err14
PREAI
errLiang, Xinbin; Liu, Zhuoxuan; Wang, Jie; Jin, Xinqiao; Du, Zhimin
err分享
err收藏
Knowledge-extracted deep learning diagnosis and its cloud-based management for multiple faults of chiller
errBUILDING AND ENVIRONMENT
IF7.6
err2023-05-01
err13
PREAI
errDu, Zhimin; Chen, Siliang; Li, Pengcheng; Chen, Kang; Liang, Xinbin; Zhu, Xu; Jin, Xinqiao
err分享
err收藏
Applying deep learning-based regional feature recognition from macro-scale image to assist energy saving and emission reduction in industrial energy systems
errJOURNAL OF ADVANCED RESEARCH
IF13
err2023-04-01
err4
errOAAI
errChen, Siliang; Zhu, Xu; Chen, Kang; Liu, Zexu; Li, Pengcheng; Liang, Xinbin; Jin, Xinqiao; Du, Zhimin
err分享
err收藏
Endowing data-driven models with rejection ability: Out-of-distribution detection and confidence estimation for black-box models of building energy systems
errENERGY
IF9.4
err2023-01-01
err4
PREAI
errLiang, Xinbin; Zhu, Xu; Chen, Kang; Chen, Siliang; Jin, Xinqiao; Du, Zhimin
err分享
err收藏
Knowledge-infused deep learning diagnosis model with self-assessment for smart management in HVAC systems
errENERGY
IF9.4
err2023-01-01
err10
PREAI
errDu, Zhimin; Liang, Xinbin; Chen, Siliang; Zhu, Xu; Chen, Kang; Jin, Xinqiao
err分享
err收藏
Partial domain adaption based prediction calibration methodology for fault detection and diagnosis of chillers under variable operational condition scenarios
errBUILDING AND ENVIRONMENT
IF7.6
err2022-06-01
err15
PREAI
errLiang, Xinbin; Li, Pengcheng; Chen, Siliang; Jin, Xinqiao; Du, Zhimin
err分享
err收藏

研究方向

暂时未获取到该数据
合作学者
合作期刊
F
Fu Xiao
H 指数: 62 · 论文数: 291
李
李鹏程 (Pengcheng Li)
H 指数: 46 · 论文数: 800
Z
Zhimin Du
H 指数: 34 · 论文数: 113
晋
晋欣桥 (Xinqiao Jin)
H 指数: 34 · 论文数: 189
X
Xu Zhu
H 指数: 22 · 论文数: 56
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