Jie Dong

Research interests

Publications

• Short-term air quality prediction based on EMD-transformer-BiLSTM

  Scientific Reports · 2024 · 10.1038/s41598-024-67626-1

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

  International Journal of Electrical Power & Energy Systems · 2023 · 10.1016/j.ijepes.2023.109470

• Coordinated design of PSS and STATCOM-POD based on the GA-PSO algorithm to improve the stability of wind-PV-thermal-bundled power system

  International Journal of Electrical Power & Energy Systems · 2022 · 10.1016/j.ijepes.2022.108208

• Polyimide film containing sulfone groups with high dielectric properties

  Polymer · 2022 · 10.1016/j.polymer.2022.125221

• A new key performance indicator oriented industrial process monitoring and operating performance assessment method based on improved Hessian locally linear embedding

  International Journal of Systems Science · 2022 · 10.1080/00207721.2022.2093420

• Remaining Useful Life Prediction for a Roller in a Hot Strip Mill Based on Deep Recurrent Neural Networks

  IEEE/CAA Journal of Automatica Sinica · 2021 · 10.1109/jas.2021.1004051

• Sliding mode control combined with extended state observer for an ankle exoskeleton driven by electrical motor

  Mechatronics · 2021 · 10.1016/j.mechatronics.2021.102554

• Nonlinear quality-related fault detection using combined deep variational information bottleneck and variational autoencoder

  ISA Transactions · 2021 · 10.1016/j.isatra.2021.01.002

• A Novel Fault Detection Method Based on the Extraction of Slow Features for Dynamic Nonstationary Processes

  IEEE Transactions on Instrumentation and Measurement · 2021 · 10.1109/tim.2021.3136260

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

  IEEE Transactions on Instrumentation and Measurement · 2020 · 10.1109/tim.2020.2996004

• Fault monitoring and remaining useful life prediction framework for multiple fault modes in prognostics

  Reliability Engineering & System Safety · 2020 · 10.1016/j.ress.2020.107028

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

  Neurocomputing · 2019 · 10.1016/j.neucom.2019.07.075

• A Novel Hierarchical Detection and Isolation Framework for Quality-Related Multiple Faults in Large-Scale Processes

  IEEE Transactions on Industrial Electronics · 2019 · 10.1109/tie.2019.2898576

• A Common and Individual Feature Extraction-Based Multimode Process Monitoring Method With Application to the Finishing Mill Process

  IEEE Transactions on Industrial Informatics · 2018 · 10.1109/tii.2018.2799600

• Hierarchical Monitoring and Root-Cause Diagnosis Framework for Key Performance Indicator-Related Multiple Faults in Process Industries

  IEEE Transactions on Industrial Informatics · 2018 · 10.1109/tii.2018.2855189

• Root cause diagnosis of quality-related faults in industrial multimode processes using robust Gaussian mixture model and transfer entropy

  Neurocomputing · 2018 · 10.1016/j.neucom.2018.01.028

• A novel data-based quality-related fault diagnosis scheme for fault detection and root cause diagnosis with application to hot strip mill process

  Control Engineering Practice · 2017 · 10.1016/j.conengprac.2017.07.005

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

  IEEE Transactions on Industrial Electronics · 2016 · 10.1109/tie.2016.2520906

• Body Mass Index Is Associated with Inflammatory Bowel Disease: A Systematic Review and Meta-Analysis

  PLoS ONE · 2015 · 10.1371/journal.pone.0144872

• Quality-related prediction and monitoring of multi-mode processes using multiple PLS with application to an industrial hot strip mill

  Neurocomputing · 2015 · 10.1016/j.neucom.2015.05.014

• Quality-relevant fault detection and diagnosis for hot strip mill process with multi-specification and multi-batch measurements

  Journal of the Franklin Institute · 2014 · 10.1016/j.jfranklin.2014.12.002

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

  Neurocomputing · 2014 · 10.1016/j.neucom.2014.12.017

• Joint relay selection and transmit power control for wireless body area networks coexistence

  Journal · 2014 · 10.1109/icc.2014.6884226

• Cooperative body-area-communications: Enhancing coexistence without coordination between networks

  Journal · 2012 · 10.1109/pimrc.2012.6362733

• Overview of AVS-video: tools, performance and complexity

  Journal · 2005 · 10.1117/12.632515

Current projects

No projects listed.