Dandan Peng

Northwestern Polytechnical University — China

Engineering · Physical Sciences

17h-index2.4kcitations58works2.52yr avg
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Research Topics

Machine Fault Diagnosis Techniques(29), Gear and Bearing Dynamics Analysis(15), Fault Detection and Control Systems(9), Engineering Diagnostics and Reliability(7), IoT and Edge/Fog Computing(5)

Publications58 total

SMNet: A Novel Compositional Generalization Model for Industrial Robot Multi-Joint Fault Diagnosis
IEEE Internet of Things Journal·2026· 2 cited
Robust and Reliable Early-Stage Lifetime Prediction of Batteries via Transferable One-Shot Learning
2025
LongCat-Flash-Omni Technical Report
arXiv (Cornell University)·2025Open Access
A Learnable Amplitude–Phase Spectral Learning Framework for Cross-Domain Bearing Fault Diagnosis
IEEE Sensors Journal·2025
Deep adaptive wavelet autoencoder with mutually independent empirical cumulative distribution for unsupervised motor anomaly detection
Engineering Applications of Artificial Intelligence·2025· 1 cited
Risk Grading Prediction of Helicopter Main Gearbox Planet Gear Based on Learnable Wavelet Transform
2025
A high-precision segmentation method based on UNet for disc cutter holder of shield machine
Scientific Reports·2025· 1 citedOpen Access
Supporting scientists who study and work abroad
Science·2025· 1 citedOpen Access
Video transformer with three-dimensional shifted window multi-head self-attention for automatic part quality detection during two-photon lithography
Advanced Engineering Informatics·2025Open Access
Energy-Efficient Brain-Inspired Self-Attention-Spiking Neural Network Framework for Mix-Type Wafer Defect Recognition
IEEE Sensors Journal·2025
Wavelet Transformer-Based Multichannel and Multiresolution Information Perceptron for Lithium-Ion Battery State of Health Estimation
IEEE Transactions on Transportation Electrification·2025· 5 cited
Denoising autoencoder multilayer perceptron spiking neural network for isonicotinic acid yield prediction on real industrial dataset
Advanced Engineering Informatics·2025· 4 cited
Physics-driven cross domain digital twin framework for bearing fault diagnosis in non-stationary conditions
Mechanical Systems and Signal Processing·2025· 24 citedOpen Access
A Litmus Test for Confounding in Polygenic Scores
2025· 7 citedOpen Access
Adversarial Frequency Component Reconstruction Constraint for Helicopter Vibration Signal Anomaly Detection: An Unsupervised Dual-Domain Approach
IEEE Transactions on Instrumentation and Measurement·2025· 1 cited
MSFA-Trans: Robust Machinery Fault Diagnosis Through Multiscale Frequency Attention Transformer in Noisy Environments
IEEE Transactions on Instrumentation and Measurement·2025
Unsupervised Anomaly Detection for Aircraft PRSOV With Random Projection-Based Inner Product Prediction
IEEE Transactions on Instrumentation and Measurement·2025
Improved Support Vector Machine for Circuit Breaker Fault Diagnosis Based on Spark Technology
2024· 1 cited
SCADA-Based Long-Term Wind Turbine Performance Degradation Analysis Based on Deep Learning Techniques
2024· 1 cited
An Accurate Method for Solving the PnL Problem Based on the Reprojection Error
2023· 2 cited
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Frequent Co-authors

Zhiliang Liu(11), Huan Wang(10), Le Sun(9), Konstantinos Gryllias(8), Wim Desmet(6), Yong Qin(5), Ming J. Zuo(5), Chenyu Liu(4), Yilin Wang(4), Zhe Xie(4), Tianzhi Xu Dong(4), Yaqiang Jin(3), Zhiguo Qu(3), Rui Zhou(3), Guoli Zhu(3), Alexandre Mauricio(2), Zheng Li(2), Jinlong Kang(2), Dailin Zhang(2), Zisheng Wang(2)