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Li Cai

Southwest Jiaotong University

12H-index
56Paper Count
597Citation Count
Published Papers 23
Publication Date
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A physics-guided spatiotemporal learning framework for predicting the state of health and remaining useful life of lithium-ion batteries
errSustainable Energy Technologies and Assessments
IF7
err2026-10-14
err0
PREAI
errJiayuan Guo; Na Qin; Deqing Huang; Li Cai; Yirui Yin; Xiaomeng Zhang
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Physics-guided few-shot learning for cross-domain battery lifespan prediction under heterogeneous degradation conditions
errJournal of Power Sources
IF7.9
err2026-08-01
err0
PREAI
errYin, Yirui; Huang, Deqing; Qin, Na; Li, Kang; Zhang, Can; Wang, Tianwei; Cai, Li
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errSave
AesPrompt: Zero-Shot Image Aesthetics Assessment With Multi-Granularity Aesthetic Prompt Learning
errIEEE Transactions on Multimedia
IF9.7
err2026-01-01
err0
errOAAI
errXiangfei Sheng; Leida Li; Pengfei Chen; Li Cai; Giuseppe Valenzise
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errSave
A Novel Semi-Supervised Fault Diagnosis Method for Unbalanced Data
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2025-03-15
err0
PREAI
errZhao, Dandan; Chen, Jiajun; Yin, Hongpeng; Cai, Li; Xia, Min
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A Unified Framework With Incremental Learning Capacity for Industrial Fault Detection and Classification
errIEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING
IF6.4
err2025-01-01
err5
PREAI
errCai, Li; Yin, Hongpeng; Lin, Jingdong
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Generalized zero-sample industrial fault diagnosis with domain bias
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2025-01-01
err0
PREAI
errCai, Li; Deng, Xuanhong; Yin, Hongpeng; Lin, Jingdong; Qin, Yan
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A unified GPR model based on transfer learning for SOH prediction of lithium-ion batteries
errJOURNAL OF PROCESS CONTROL
IF3.9
err2024-12-01
err0
PREAI
errCai, Li
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errSave
Federated Generalized Zero-Sample Industrial Fault Diagnosis Across Multisource Domains
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-12-01
err0
PREAI
errCai, Li; Yin, Hongpeng; Lin, Jingdong; Hu, Youqiang
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A Zero-Sample Fault Diagnosis Method Based on Transfer Learning
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2024-10-01
err0
PREAI
errZhao, Dandan; Yin, Hongpeng; Zhou, Han; Cai, Li; Qin, Yan
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errSave
State of Charge Estimation in Batteries for Electric Vehicle Based on Levenberg-Marquardt Algorithm and Kalman Filter
errWORLD ELECTRIC VEHICLE JOURNAL
IF2.6
err2024-08-28
err0
errOAAI
errHuang, Qian; Li, Junting; Xu, Qingshan; He, Chao; Yang, Chenxi; Cai, Li; Xu, Qipin; Xiang, Lihong; Zou, Xiaojiang; Li, Xiaochuan
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errSave
A Multiattribute Learning Model for Zero-Sample Mechanical Fault Diagnosis
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2024-07-01
err2
PREAI
errCai, Li; Yin, Hongpeng; Lin, Jingdong; Zhao, Dandan; Qin, Yan
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errSave
A charging-feature-based estimation model for state of health of lithium-ion batteries
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-03-01
err7
PREAI
errCai, Li; Lin, Jingdong
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errSave
An Update-strategy-based Gaussian Process Regression Method for Aeroengines Fault Prediction
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2024-02-01
err0
PREAI
errCai, Li; Yin, Hongpeng; Lin, Jingdong; Zhao, Dandan
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errSave
A Relevant Variable Selection and SVDD-Based Fault Detection Method for Process Monitoring
errIEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING
IF6.4
err2023-10-01
err16
PREAI
errCai, Li; Yin, Hongpeng; Lin, Jingdong; Zhou, Han; Zhao, Dandan
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errSave
A multi-phase Wiener process-based degradation model with imperfect maintenance activities
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2023-04-01
err35
PREAI
errMa, Jie; Cai, Li; Liao, Guobo; Yin, Hongpeng; Si, Xiaosheng; Zhang, Peng
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errSave
Incremental Learning and Conditional Drift Adaptation for Nonstationary Industrial Process Fault Diagnosis
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2023-04-01
err25
PREAI
errZhou, Han; Yin, Hongpeng; Zhao, Dandan; Cai, Li
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errSave
Bi-Directional Cuk Equalizer-Based Li-Ion Battery Pack Equalization Control Strategy Research
errWORLD ELECTRIC VEHICLE JOURNAL
IF2.6
err2023-03-28
err2
errOAAI
errWang, Xiaolu; Tan, Zefu; Cai, Li; Lei, Guoping; Dai, Nina
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errSave
Life Prediction of Ship CXF Cable Using a Non-Equidistant Grey Model With Small Samples
errIEEE TRANSACTIONS ON POWER DELIVERY
IF3.7
err2022-12-01
err0
PREAI
errCai, Li; Lin, Jingdong; Liao, Xiaoyong
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errSave
Remaining useful life prediction for lithium-ion batteries in later period based on a fusion model
errTRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL
IF1.9
err2022-08-05
err5
PREAI
errCai, Li
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errSave
A data-driven method for state of health prediction of lithium-ion batteries in a unified framework
errJOURNAL OF ENERGY STORAGE
IF9.8
err2022-07-01
err24
PREAI
errCai, Li; Lin, Jingdong; Liao, Xiaoyong
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errSave

Research Directions

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Co-authors
Cooperation Journals
L
Leida Li
H-index: 44 · Papers: 314
X
Xiaoyong Liao
H-index: 41 · Papers: 205
K
Kang Li
H-index: 39 · Papers: 317
M
Min Xia
H-index: 34 · Papers: 167
徐
徐青山 (Qingshan Xu)
H-index: 33 · Papers: 375
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