ZhaoZhibin

DL-based-Intelligent-Diagnosis-Benchmark

Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"

UDTL

Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative Study" published in TIM

Basic-Rotating-Machine-Vibration-Analysis

These codes realize data transformation and simple data processing for fault diagnosis.

Probabilistic_RUL_Prediction

Weighted_Multi-Scale_Dictionary_Learning

Source codes for paper "A weighted multi-scale dictionary learning model and its applications on bearing fault diagnosis"

Fast_SASD

Source codes for the paper "Fast Sparsity-Assisted Signal Decomposition with Non-Convex Enhancement for Bearing Fault Diagnosis"

AdaESPGL

Source codes for paper "Enhanced sparse period-group lasso for bearing fault diagnosis"

Few-shot-Transfer-Learning

Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine

RobustETF

Sources codes of the paper titled "Robust Enhanced Trend Filtering with Unknown Noise".

Physionet2020model

HHLP-for-weak-fault-feature-enhancement

Source codes for paper "Hierarchical hyper-Laplacian prior for weak fault feature enhancement"

Awesome-Incremental-Learning

Awesome Incremental Learning

SMPGL

Source codes for paper "Sparse Multiperiod Group Lasso for Bearing Multifault Diagnosis"

Explainability-driven_SOH

GSSA

Source codes for the paper "Sparsity-assisted Fault Feature Enhancement: Algorithm-aware versus Model-aware"

MMR

DR-Net

Battery-dataset-preprocessing-code-library

A code library for reading and preprocessing public battery dataset

WaveletKernelNet

This is the code for WaveletKernelNet.

BattNN

FGPAA

Fault-Attention Generative Probabilistic Adversarial Autoencoder for Machine Anomaly Detection

HATL

ZhaoZhibin.github.io

Home page of Zhibin Zhao:

LatexBasics

PINN4SOH

A physics-informed neural network for battery SOH estimation

SOHbenchmark

A code library and benchmark study on SOH estimation of lithium-ion battery

XJTU-Battery-Dataset-Papers-Summary

Compilation and summary of research articles utilizing the XJTU battery dataset, including detailed records of results for easy comparison and reference.