This repository contains Python code for analyzing and processing the Case Western Reserve University Bearing Dataset. The code includes functionalities for loading, filtering, and classifying bearing vibration data to facilitate fault diagnosis in rotating machinery. Key features include data extraction, fault classification, and preprocessing.
☆16Jul 17, 2024Updated last year
Alternatives and similar repositories for CWRU_BearingDataset
Users that are interested in CWRU_BearingDataset are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Metaheuristics for Logistics Problems # BPP (CONTAINER LOADING PROBLEM) & VRP (VEHICLE ROUTING PROBLEM) Problems resolved with HillClimbi…☆10Dec 15, 2023Updated 2 years ago
- Hierarchical Multiscale Convolutional Neural Network (HMSCNN) for Fault Diagnosis in Rotating Machinery☆10Oct 19, 2023Updated 2 years ago
- The implementation of ACGAN-FG for zero-shot fault diagnosis (Ongoing update)☆18Jun 27, 2025Updated 9 months ago
- Official implementation of "sound distance estimation" WASPAA 23☆19Dec 31, 2023Updated 2 years ago
- This is official code for paper "Few-Shot Bearing Fault Diagnosis via Ensembling Transformer-based Model with Mahalanobis Distance Metric…☆11Mar 2, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- This is a implemention of paper:Federated Temporal-Context Contrastive Learning for Fault Diagnosis using Multiple Datasets with Insuffic…☆16Mar 25, 2024Updated 2 years ago
- A tool for deep image processing's dataset augmentation☆16May 8, 2024Updated last year
- ☆15Aug 9, 2023Updated 2 years ago
- This is our implemented source code for the paper "A Bearing Fault Diagnosis Framework Based on Few-Shot Learning with Distribution Consi…☆13Jan 7, 2025Updated last year
- 基于matlab的声源定位广义互相关算法的实现☆14May 6, 2022Updated 3 years ago
- 利用最大流最小割实现图片分割☆21Nov 29, 2020Updated 5 years ago
- Time Series Forecasting with Temporal Fusion Transformer in Pytorch☆12Dec 8, 2021Updated 4 years ago
- ☆17Feb 24, 2026Updated last month
- This is the official repository for the ICLR 2025 Conference Paper - Fast and Slow Streams for Online Time Series Forecasting without Inf…☆15Apr 30, 2025Updated 10 months ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- This repository contains the implementation of the model for bearing fault diagnosis，also includes five comparison models for performance…☆24Mar 7, 2025Updated last year
- Official repository for the paper "Few‐shot multiscene fault diagnosis of rolling bearing under compound variable working conditions"☆21Oct 10, 2025Updated 5 months ago
- It comes from eight universities, Case Western Reserve University(CWRU), Beijing University of Aeronautics and Astronautics(BUAA), Southe…☆24Mar 13, 2020Updated 6 years ago
- Transformer-based Conditional Generative Adversarial Network for Multivariate Time Series Generation (IWTA - PAKDD2023)☆12May 1, 2023Updated 2 years ago
- DNN based binaural sound localization model, using GCC-PHAT as features☆22Jun 13, 2023Updated 2 years ago
- 通过单层圆形麦克风阵列采集音频，实现MUSIC算法的声源定位。☆22Mar 16, 2023Updated 3 years ago
- Physics Informed Neural Network for Time Series Forecasting☆13Jun 1, 2023Updated 2 years ago
- Deep learning models for classifying ECG time series☆11Jul 28, 2022Updated 3 years ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆35Oct 19, 2023Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- 麦克风阵列声源定位相关算法☆20May 20, 2021Updated 4 years ago
- Using a Quantum Computing variant of a Long Short Term Memory model as the generator for a Generative Adversial Network used for time-ser…☆14Jan 2, 2024Updated 2 years ago
- A completely modular python code to extract presentation slides from a video as images and then merge into a single PDF file.☆21Dec 22, 2022Updated 3 years ago
- Robotics Book - Parallel Robots: Mechanics and Control Book☆20May 3, 2025Updated 10 months ago
- Please run python train.py to predict time series.☆10Apr 5, 2019Updated 6 years ago
- ☆19Feb 21, 2024Updated 2 years ago
- Collated a list of useful open-access work related to surgical phase recognition and surgical skills and workflow analysis.☆20Jul 30, 2021Updated 4 years ago
- Scalable, Portable and Distributed Gradient Boosting☆28Sep 13, 2023Updated 2 years ago
- Python Functions used in the paper: "From point forecasts to multivariate probabilistic forecasts: The Schaake shuffle for day-ahead elec…☆16Feb 10, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆42Mar 27, 2023Updated 3 years ago
- PyTorch Implementation of "Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diag…☆33Sep 26, 2023Updated 2 years ago
- ☆25Oct 16, 2023Updated 2 years ago
- Forecasted the Expected Credit Loss, over the lifetime of the mortgage. Built Loan-level PD Model using Markov Chain Transition Matrix an…☆13Sep 15, 2019Updated 6 years ago
- 基于STM32的声源定位摄像头拍照系统☆29Jul 13, 2022Updated 3 years ago
- Compound Fault Diagnosis Dataset of Rotating Machinery☆44Sep 13, 2024Updated last year
- A Pytorch implementation of SMU: SMOOTH ACTIVATION FUNCTION FOR DEEP NETWORKS USING SMOOTHING MAXIMUM TECHNIQUE☆45Jul 31, 2022Updated 3 years ago