Lei Deng

Orcid: 0000-0002-2395-6334

Affiliations:
  • Chongqing University, State Key Laboratory of Mechanical Transmission for Advanced Equipment, China (PhD 2010)


According to our database1, Lei Deng authored at least 24 papers between 2019 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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Bibliography

2025
Neural Networks Micro Memory Control Strategy for Mechanical Faults Edge Recognition.
IEEE Trans. Ind. Informatics, July, 2025

Measurements-Residuals Collaboration Sparse Reconstruction Under Missing Measurements in Wireless Sensor Networks for Mechanical Vibration Monitoring.
IEEE Internet Things J., June, 2025

A hybrid dual-frequency-informed spider net for RUL prognosis with adaptive IDP detection and outlier correction.
Reliab. Eng. Syst. Saf., 2025

Physics-informed cross layer temporal frequency transformer network for remaining useful life prediction of rolling bearings.
Eng. Appl. Artif. Intell., 2025

Digital twin-assisted fault diagnosis framework for rolling bearings under imbalanced data.
Appl. Soft Comput., 2025

Digital twin-enabled entropy regularized wavelet attention domain adaptation network for gearboxes fault diagnosis without fault data.
Adv. Eng. Informatics, 2025

2024
Hardware-Resource-Constrained Neural Architecture Search for Edge-Side Fault Diagnosis of Wind-Turbine Gearboxes.
IEEE Trans. Ind. Electron., August, 2024

Missing-Measurements-Tolerant Compressed Sensing in Wireless Sensor Networks for Mechanical Vibration Monitoring.
IEEE Trans. Instrum. Meas., 2024

Fusion Interpolation Codec in Wireless Sensor Network for Mechanical Vibration Monitoring.
IEEE Trans. Instrum. Meas., 2024

Adaptive centroid prototype-based domain adaptation for fault diagnosis of rotating machinery without source data.
Reliab. Eng. Syst. Saf., 2024

A hybrid physics-corrected neural network for RUL prognosis under random missing data.
Expert Syst. Appl., 2024

Global probability distribution structure-sparsity filter pruning for edge fault diagnosis in resource constrained wireless sensor networks.
Eng. Appl. Artif. Intell., 2024

Simulation data-driven adaptive frequency filtering focal network for rolling bearing fault diagnosis.
Eng. Appl. Artif. Intell., 2024

WTFormer: RUL prediction method guided by trainable wavelet transform embedding and lagged penalty loss.
Adv. Eng. Informatics, 2024

2023
Multilevel Adaptive Near-Lossless Compression in Edge Collaborative Wireless Sensor Networks for Mechanical Vibration Monitoring.
IEEE Trans. Ind. Electron., November, 2023

Source-free domain adaptation framework for fault diagnosis of rotation machinery under data privacy.
Reliab. Eng. Syst. Saf., October, 2023

Edge Collaborative Compressed Sensing in Wireless Sensor Networks for Mechanical Vibration Monitoring.
IEEE Trans. Ind. Informatics, August, 2023

Time-Space Dynamic Incentives Topology Equilibrium Control for Mechanical Vibration Wireless Sensor Networks.
IEEE Trans. Ind. Informatics, May, 2023

2022
Distillation-enhanced fast neural architecture search method for edge-side fault diagnosis of wind turbine gearboxes.
Expert Syst. Appl., 2022

2021
Fault Detection of Wind Turbines by Subspace Reconstruction-Based Robust Kernel Principal Component Analysis.
IEEE Trans. Instrum. Meas., 2021

Self-Attention ConvLSTM and Its Application in RUL Prediction of Rolling Bearings.
IEEE Trans. Instrum. Meas., 2021

Fault source location of wind turbine based on heterogeneous nodes complex network.
Eng. Appl. Artif. Intell., 2021

2020
Multiscale dynamic fusion prototypical cluster network for fault diagnosis of planetary gearbox under few labeled samples.
Comput. Ind., 2020

2019
An enhanced convolutional neural network with enlarged receptive fields for fault diagnosis of planetary gearboxes.
Comput. Ind., 2019


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