Jie Dong

A novel EMD and causal convolutional network integrated with Transformer for ultra short-term wind power forecasting

Ning Li, Jie Dong, Lingyue Liu et al. · International Journal of Electrical Power & Energy Systems · 2023 · 156 citations · Full text

Engineering, Power Grid Operation, Recurrent Neural Network +19

A deep belief network based health indicator construction and remaining useful life prediction using improved particle filter

Kaixiang Peng, Ruihua Jiao, Jie Dong et al. · Neurocomputing · 2019 · 138 citations

Improved Particle Filter, Engineering, Machine Learning +11

Remaining Useful Life Prediction of Lithium-Ion Batteries Based on Conditional Variational Autoencoders-Particle Filter

Ruihua Jiao, Kaixiang Peng, Jie Dong · IEEE Transactions on Instrumentation and Measurement · 2020 · 134 citations

Engineering, Machine Learning, Life Prediction +19

A Quality-Based Nonlinear Fault Diagnosis Framework Focusing on Industrial Multimode Batch Processes

Kaixiang Peng, Kai Zhang, Bo You et al. · IEEE Transactions on Industrial Electronics · 2016 · 111 citations · Full text

Fault Diagnosis, Engineering, Industrial Engineering +20

Adaptive total PLS based quality-relevant process monitoring with application to the Tennessee Eastman process

Jie Dong, Kai Zhang, Ya Huang et al. · Neurocomputing · 2014 · 92 citations

Total Quality Management, Engineering, Tennessee Eastman Process +14