· Publications
Current position:
Prof Lei Ren
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Publications
.LM-CNN: A cloud-edge collaborative method for adaptive fault diagnosis with label sampling space enlarging:IEEE Transactions on Industrial Informatics,2022,18(12):9057-9067
.A Tensor-Aided Multiscale Transformer for Remaining Useful Life Prediction in IIoT:IEEE Transactions on Industrial Informatics,2022,18(11):8108-8118
.A multi-agent reinforcement learning method with route recorders for vehicle routing in supply chain management:IEEE Transactions on Intelligent Transportation Systems,2022,23(9):16410-16420
.MCTAN: A novel multichannel temporal attention-based network for industrial health indicator prediction:IEEE transactions on neural networks and learning systems,2022
.A data-driven self-supervised LSTM-DeepFM model for industrial soft sensor:IEEE Transactions on Industrial Informatics,2021,18(9):5859-5869.
.A data-driven auto-CNN-LSTM prediction model for lithium-ion battery remaining useful life:IEEE Transactions on Industrial Informatics,2020,17(5):3478-3487
.A wide-deep-sequence model-based quality prediction method in industrial process analysis:IEEE Transactions on Neural Networks and Learning Systems,2020,31(9):3721-3731
.A data-driven approach of product quality prediction for complex production systems:IEEE Transactions on Industrial Informatics,2020,17(9):6457-6465.
.Coding-based large-scale task assignment for industrial edge intelligence:IEEE Transactions on Network Science and Engineering,2019,7(4):2286-2297
.DSAC-configured Differential Evolution for Cloud-Edge-Device Collaborative Task Scheduling:IEEE Transactions on Industrial Informatics,2024,20(2):1753-1763.