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Lei Ren

Cloud manufacturing: a new manufacturing paradigm
2012 · Lin Zhang, Yongliang Luo, et al. · Enterprise Information Systems · 809
A Novel Cloud-Based Framework for the Elderly Healthcare Services Using Digital Twin
2019 · Ying Liu, Lin Zhang, et al. · IEEE Access · 764
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A Data-Driven Auto-CNN-LSTM Prediction Model for Lithium-Ion Battery Remaining Useful Life
2020 · Lei Ren, Jiabao Dong, et al. · IEEE Transactions on Industrial Informatics · 690
Remaining Useful Life Prediction for Lithium-Ion Battery: A Deep Learning Approach
2018 · Lei Ren, Li Zhao, et al. · IEEE Access · 435
Bearing remaining useful life prediction based on deep autoencoder and deep neural networks
2018 · Lei Ren, Yaqiang Sun, et al. · Journal of Manufacturing Systems · 381
Cloud manufacturing: key characteristics and applications
2014 · Lei Ren, Lin Zhang, et al. · International Journal of Computer Integrated Manufacturing · 338
Prediction of Bearing Remaining Useful Life With Deep Convolution Neural Network
2018 · Lei Ren, Yaqiang Sun, et al. · IEEE Access · 283
Multi-bearing remaining useful life collaborative prediction: A deep learning approach
2017 · Lei Ren, Jin Cui, et al. · Journal of Manufacturing Systems · 280
Cloud manufacturing: from concept to practice
2013 · Lei Ren, Lin Zhang, et al. · Enterprise Information Systems · 262
Multi-scale Dense Gate Recurrent Unit Networks for bearing remaining useful life prediction
2018 · Lei Ren, Xuejun Cheng, et al. · Future Generation Computer Systems · 179
ADTT: A Highly Efficient Distributed Tensor-Train Decomposition Method for IIoT Big Data
2020 · Xiaokang Wang, Laurence T. Yang, et al. · IEEE Transactions on Industrial Informatics · 160
Customized production based on distributed 3D printing services in cloud manufacturing
2015 · Jingeng Mai, Lin Zhang, et al. · The International Journal of Advanced Manufacturing Technology · 156
Cloud–Edge-Based Lightweight Temporal Convolutional Networks for Remaining Useful Life Prediction in IIoT
2020 · Lei Ren, Yuxin Liu, et al. · IEEE Internet of Things Journal · 152
Deep Learning for Time-Series Prediction in IIoT: Progress, Challenges, and Prospects
2023 · Lei Ren, Zidi Jia, et al. · IEEE Transactions on Neural Networks and Learning Systems · 148
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A Data-Driven Approach of Product Quality Prediction for Complex Production Systems
2020 · Lei Ren, Zihao Meng, et al. · IEEE Transactions on Industrial Informatics · 148
Modeling and simulation in intelligent manufacturing
2019 · Lin Zhang, Longfei Zhou, et al. · Computers in Industry · 136
A Data-Driven Self-Supervised LSTM-DeepFM Model for Industrial Soft Sensor
2021 · Lei Ren, Tao Wang, et al. · IEEE Transactions on Industrial Informatics · 131
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A survey of visualization for smart manufacturing
2018 · Fangfang Zhou, Xiaoru Lin, et al. · Journal of Visualization · 122
Real-Time Scheduling of Cloud Manufacturing Services Based on Dynamic Data-Driven Simulation
2019 · Longfei Zhou, Lin Zhang, et al. · IEEE Transactions on Industrial Informatics · 120
A Tensor-Based Multiattributes Visual Feature Recognition Method for Industrial Intelligence
2020 · Xiaokang Wang, Laurence Tianruo Yang, et al. · IEEE Transactions on Industrial Informatics · 114
Industrial Metaverse for Smart Manufacturing: Model, Architecture, and Applications
2024 · Lei Ren, Jiabao Dong, et al. · IEEE Transactions on Cybernetics · 110
Meta-learning Based Domain Generalization Framework for Fault Diagnosis With Gradient Aligning and Semantic Matching
2023 · Lei Ren, Tingyu Mo, et al. · IEEE Transactions on Industrial Informatics · 102
A comparative analysis of eleven neural networks architectures for small datasets of lung images of COVID-19 patients toward improved clinical decisions
2021 · Yuan Yang, Lin Zhang, et al. · Computers in Biology and Medicine · 102
A Wide-Deep-Sequence Model-Based Quality Prediction Method in Industrial Process Analysis
2020 · Lei Ren, Zihao Meng, et al. · IEEE Transactions on Neural Networks and Learning Systems · 94
An event-triggered dynamic scheduling method for randomly arriving tasks in cloud manufacturing
2017 · Longfei Zhou, Lin Zhang, et al. · International Journal of Computer Integrated Manufacturing · 94
Works count: 210
Citation count: 9,097
H-index: 48
I10-index: 89
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