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Jianghong Zhou

Observed name: Zhou, Jianghong
Observed institutions: Walmart (United States), Emory University, Sun Yat-sen University, Chongqing University, State Key Laboratory of Mechanical Transmission, Zhejiang University
ORCID: 0000-0002-3180-7654
Observed ORCID: 0000-0002-3180-7654
OpenAlex ID: A5076204128
Health indicator construction by quadratic function-based deep convolutional auto-encoder and its application into bearing RUL prediction
2020 · Dingliang Chen, Yi Qin, et al. · ISA Transactions · 202
Relationship Transfer Domain Generalization Network for Rotating Machinery Fault Diagnosis Under Different Working Conditions
2023 · Quan Qian, Jianghong Zhou, et al. · IEEE Transactions on Industrial Informatics · 200
Remaining useful life prediction of bearings by a new reinforced memory GRU network
2022 · Jianghong Zhou, Yi Qin, et al. · Advanced Engineering Informatics · 194
A new supervised multi-head self-attention autoencoder for health indicator construction and similarity-based machinery RUL prediction
2023 · Yi Qin, Jiahong Yang, et al. · Advanced Engineering Informatics · 147
Unsupervised Health Indicator Construction by a Novel Degradation-Trend-Constrained Variational Autoencoder and Its Applications
2021 · Yi Qin, Jianghong Zhou, et al. · IEEE/ASME Transactions on Mechatronics · 127
Remaining Useful Life Prediction by Distribution Contact Ratio Health Indicator and Consolidated Memory GRU
2022 · Jianghong Zhou, Yi Qin, et al. · IEEE Transactions on Industrial Informatics · 99
A systematic overview of health indicator construction methods for rotating machinery
2024 · Jianghong Zhou, Jiahong Yang, et al. · Engineering Applications of Artificial Intelligence · 82
Dual-Thread Gated Recurrent Unit for Gear Remaining Useful Life Prediction
2022 · Jianghong Zhou, Yi Qin, et al. · IEEE Transactions on Industrial Informatics · 75
Dynamic weighted federated remaining useful life prediction approach for rotating machinery
2023 · Yi Qin, Jiahong Yang, et al. · Mechanical Systems and Signal Processing · 56
Intermediate Distribution Alignment and Its Application Into Mechanical Fault Transfer Diagnosis
2022 · Yi Qin, Quan Qian, et al. · IEEE Transactions on Industrial Informatics · 52
Cocktail LSTM and Its Application Into Machine Remaining Useful Life Prediction
2023 · Sheng Xiang, Jianghong Zhou, et al. · IEEE/ASME Transactions on Mechatronics · 50
A comprehensive survey of machine remaining useful life prediction approaches based on pattern recognition: taxonomy and challenges
2024 · Jianghong Zhou, Jiahong Yang, et al. · Measurement Science and Technology · 41
Remaining Useful Life Prediction Methodologies With Health Indicator Dependence for Rotating Machinery: A Comprehensive Review
2025 · Jianghong Zhou, Jiahong Yang, et al. · IEEE Transactions on Instrumentation and Measurement · 39
Dimension-mismatched adversarial network: a new feature distribution adaptation method for rolling bearing RUL prediction
2026 · Quan Qian, Jianghong Zhou, et al. · Reliability Engineering & System Safety · 37
Block-Based Convolutional Neural Network for Image Forgery Detection
2017 · Jianghong Zhou, Jiangqun Ni, et al. · Lecture notes in computer science · 30
Multibranch Horizontal Augmentation Network for Continuous Remaining Useful Life Prediction
2025 · Jianghong Zhou, Jun Luo, et al. · IEEE Transactions on Systems Man and Cybernetics Systems · 27
High-precision cutterhead torque prediction for tunnel boring machines using an attention-based embedded LSTM neural network
2023 · Yi Qin, Jianghong Zhou, et al. · Measurement · 25
Benchmark transformation neural network for health indicator construction under time-varying speed and its application in machinery prognostics
2025 · Jiahong Yang, Jianghong Zhou, et al. · Reliability Engineering & System Safety · 21
Continuous Remaining Useful Life Prediction by Self-Guided Attention Convolutional Neural Network and Memory Consciousness Adjustment
2024 · Jianghong Zhou, Junyu Qi, et al. · IEEE Internet of Things Journal · 21
Source free progressive subspace calibration for transportation equipment diagnosis under time varying conditions
2026 · Quan Qian, Jianghong Zhou, et al. · IEEE Transactions on Transportation Electrification · 20
A Continuous Remaining Useful Life Prediction Method With Multistage Attention Convolutional Neural Network and Knowledge Weight Constraint
2024 · Jianghong Zhou, Yi Qin · IEEE Transactions on Neural Networks and Learning Systems · 19
Knowledge Library Network for Non-Exemplar Incremental Remaining Useful Life Prediction
2026 · Jianghong Zhou, Jun Luo, et al. · IEEE/ASME Transactions on Mechatronics · 14
Unsupervised Health Indicator Fusing Time and Frequency Domain Information and Its Application to Remaining Useful Life Prediction
2025 · Dingliang Chen, Jianghong Zhou, et al. · IEEE Transactions on Instrumentation and Measurement · 10
A full-process intelligent trial system for smart court
2022 · Bin Wei, Kun Kuang, et al. · Frontiers of Information Technology & Electronic Engineering · 10
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Knowledge vortex network for continuous bearing remaining useful life prediction
2025 · Jianghong Zhou, Yuejian Chen, et al. · Advanced Engineering Informatics · 9
Works count: 34
Citation count: 1,617
H-index: 20
I10-index: 24
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