All Stories

  1. LWPET: A Novel Framework Based on Legendre Multi-wavelet Patch Embedding Transformer for Partial Discharge Detection

    Article • Engineering Research Express, March 2026, Institute of Physics Publishing

    Xiaoyang Zheng

  2. YOLOLW-Net for PCB Surface Tiny Defect High Precision Detection

    Article • International Journal of Computational Intelligence and Applications, March 2026, World Scientific Pub Co Pte Lt

    Xiaoyang Zheng

  3. Optimal Legendre multiwavelet frequency band-based an improved adaptive denoising algorithm for mechanical fault diagnosis under complex conditions

    Article • Expert Systems with Applications, March 2026, Elsevier

    Xiaoyang Zheng

  4. LWDiffusion: Node role detection in complex networks via legendre wavelet diffusion model

    Article • Information Sciences, February 2026, Elsevier

    Xiaoyang Zheng

  5. A Novel Defect Segmentation Network Based on Hölder Regularity Guidance and Multi-wavelet Feature Enhancement for Wind Turbine Surface Defect detection

    Article • January 2026, Elsevier

    Xiaoyang Zheng

  6. A Novel Defect Segmentation Network Based on Hölder Regularity Guidance and Multi-wavelet Feature Enhancement for Wind Turbine Surface Defect detection

    Article • January 2026, Elsevier

    Xiaoyang Zheng

  7. WHRE-CAE: A Wavelet Hölder regularity-enhanced convolutional autoencoder for partial discharge detection

    Article • Engineering Research Express, December 2025, Institute of Physics Publishing

    Xiaoyang Zheng

  8. Legendre multiwavelet-based feature attention guidance lightweight network for accurate steel surface defect classification

    Article • Engineering Applications of Artificial Intelligence, December 2025, Elsevier

    Xiaoyang Zheng

  9. A Novel Framework for Wind Power Prediction Based on Optimized Variational Mode Decomposition and Temporal Convolutional Network With Hybrid Attention

    Article • IEEE Power Electronics Magazine, December 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Xiaoyang Zheng

  10. LWMS-Net: A novel defect detection network based on multi-wavelet multi-scale for steel surface defects

    Article • Measurement, August 2025, Elsevier

    Xiaoyang Zheng

  11. LWDenoiser: A Novel Legendre Multi-Wavelet Denoising Module for Partial Discharge Detection

    Article • IEEE Signal Processing Letters, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Xiaoyang Zheng

  12. A Novel Unsupervised Change Detection Network Based on Legendre Multi-wavelet Theory and Depthwise Convolution with Channel Gating

    Article • IEEE Geoscience and Remote Sensing Letters, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Xiaoyang Zheng

  13. LW-XNet for segmentation and classification of skin lesions from dermoscopy images

    Article • Expert Systems with Applications, December 2024, Elsevier

    Xiaoyang Zheng

  14. Rolling bearing fault diagnosis based on multiple wavelet coefficient dimensionality reduction and improved residual network

    Article • Engineering Applications of Artificial Intelligence, July 2024, Elsevier

    Xiaoyang Zheng

  15. Few-shot learning fault diagnosis of rolling bearings based on siamese network

    Article • Measurement Science and Technology, June 2024, Institute of Physics Publishing

    Xiaoyang Zheng

  16. Sparse measure of bearing fault features based on Legendre wavelet multi-scale multi-mode Entropy

    Article • Computers & Electrical Engineering, May 2024, Elsevier

    Xiaoyang Zheng

  17. A Novel Feature Extraction Method Based on Legendre Multi-Wavelet Transform and Auto-Encoder for Steel Surface Defect Classification

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Xiaoyang Zheng

  18. Short-Term Wind Speed Predicting Based on Legendre Multiwavelet Transform and GRU-ENN

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Xiaoyang Zheng

  19. Legendre Multiwavelet Transform and Its Application in Bearing Fault Detection

    Article • Applied Sciences, December 2023, MDPI AG

    Xiaoyang Zheng

  20. A New Method for Dynamical System Identification by Optimizing the Control Parameters of Legendre Multiwavelet Neural Network

    Article • Mathematics, December 2023, MDPI AG

    Xiaoyang Zheng

  21. LW-BPNN: A Novel Feature Extraction Method for Rolling Bearing Fault Diagnosis

    Article • Processes, December 2023, MDPI AG

    Xiaoyang Zheng

  22. Gearbox Compound Fault Diagnosis in Edge-IoT Based on Legendre Multiwavelet Transform and Convolutional Neural Network

    Article • Sensors, October 2023, MDPI AG

    Xiaoyang Zheng

  23. Rolling Bearing Fault Diagnosis based on DWT-BPNN

    Article • WSEAS TRANSACTIONS ON SYSTEMS, March 2023, World Scientific and Engineering Academy and Society (WSEAS)

    Xiaoyang Zheng

  24. Short‐time wind speed prediction based on Legendre multi‐wavelet neural network

    Article • CAAI Transactions on Intelligence Technology, January 2023, the Institution of Engineering and Technology (the IET)

    Xiaoyang Zheng

  25. Intelligent bearing fault diagnosis based on Teager energy operator demodulation and multiscale compressed sensing deep autoencoder

    Article • Measurement, July 2021, Elsevier

    Xiaoyang Zheng

  26. Rotating Machinery Fault Diagnosis Through a Transformer Convolution Network Subjected to Transfer Learning

    Article • IEEE Transactions on Instrumentation and Measurement, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Xiaoyang Zheng

  27. Research on Optimization of Tourism Route Based on Genetic Algorithm

    Article • Journal of Physics Conference Series, June 2020, Institute of Physics Publishing

    Xiaoyang Zheng

  28. Discontinuous Legendre Wavelet Element Method for Reaction–Diffusion Equation from Mathematical Chemistry

    Article • International Journal of Computational Methods, July 2019, World Scientific Pub Co Pte Lt

    Xiaoyang Zheng

  29. Gamma mixture of generalized error distribution

    Article • Communication in Statistics- Theory and Methods, May 2019, Taylor & Francis

    Xiaoyang Zheng

  30. Discontinuous Legendre wavelet Galerkin method for the generalised Burgers-Fisher equation

    Article • International Journal of Computing Science and Mathematics, January 2018, Inderscience Publishers

    Xiaoyang Zheng

  31. New method for indoor positioning by using wireless communication base stations

    Article • Electronics Letters, August 2017, the Institution of Engineering and Technology (the IET)

    Xiaoyang Zheng

  32. Discontinuous Legendre wavelet Galerkin method for reaction–diffusion equation

    Article • International Journal of Computer Mathematics, October 2016, Taylor & Francis

    Xiaoyang Zheng

  33. A probabilistic approach to Wallis’ formula

    Article • Communication in Statistics- Theory and Methods, August 2016, Taylor & Francis

    Xiaoyang Zheng

  34. Estimates of Approximation Error by Legendre Wavelet

    Article • Applied Mathematics, January 2016, Scientific Research Publishing, Inc,

    Xiaoyang Zheng

  35. Legendre wavelet for power amplifier linearization

    Article • Analog Integrated Circuits and Signal Processing, May 2015, Springer Science + Business Media

    Xiaoyang Zheng

  36. Discontinuous Legendre Wavelet Galerkin Method for One-Dimensional Advection-Diffusion Equation

    Article • Applied Mathematics, January 2015, Scientific Research Publishing, Inc,

    Xiaoyang Zheng

  37. Legendre Wavelet Neural Networks for Power Amplifier Linearization

    Article • Applied Mathematics, January 2014, Scientific Research Publishing, Inc,

    Xiaoyang Zheng

  38. Discontinuous Legendre wavelet element method for elliptic partial differential equations

    Article • Applied Mathematics and Computation, December 2011, Elsevier

    Xiaoyang Zheng

  39. Mixed discontinuous Legendre wavelet Galerkin method for solving elliptic partial differential equations

    Article • International Journal of Computer Mathematics, November 2011, Taylor & Francis

    Xiaoyang Zheng