Peiming Shi

A multi-source information transfer learning method with subdomain adaptation for cross-domain fault diagnosis

Jinghui Tian, Dongying Han, Mengdi Li et al. · Knowledge-Based Systems · 2022 · 191 citations

Fault Diagnosis, Engineering, Machine Learning +12

Multi-frequency weak signal detection based on wavelet transform and parameter compensation band-pass multi-stable stochastic resonance

Dongying Han, Pei Li, Shujun An et al. · Mechanical Systems and Signal Processing · 2015 · 120 citations

Engineering, Multidimensional Signal Processing, Wavelet Transform +6

Gear fault feature extraction and diagnosis method under different load excitation based on EMD, PSO-SVM and fractal box dimension

Dongying Han, Na Zhao, Peiming Shi · Journal of Mechanical Science and Technology · 2019 · 106 citations

Fractal Box Dimension, Fault Diagnosis, Condition Monitoring +10

A spatio-temporal forecasting model using optimally weighted graph convolutional network and gated recurrent unit for wind speed of different sites distributed in an offshore wind farm

Xuefang Xu, Shiting Hu, Huaishuang Shao et al. · Energy · 2023 · 84 citations

Meteorology, Forecasting Methodology, Engineering +11

Natural phase space reconstruction-based broad learning system for short-term wind speed prediction: Case studies of an offshore wind farm

Xuefang Xu, Shiting Hu, Peiming Shi et al. · Energy · 2022 · 81 citations

Floating Wind Turbine, Engineering, Machine Learning +10