Baseline study on the development of predictive maintenance techniques using open data. Two problems are discussed: classifying a vibration signal as healthy or faulty and on the other hand, given a signal predicting time to failure based on early anomaly detection.
☆22Jun 10, 2021Updated 5 years ago
Alternatives and similar repositories for predictive-maintenance
Users that are interested in predictive-maintenance are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 论文《基于机理模型的旋转机械领域自适应故障诊断》验证案例的代码和数据☆10Jan 5, 2021Updated 5 years ago
- ☆15Aug 2, 2025Updated last year
- Diagnostic and Pronostic in Machine Health Monitoring☆13Aug 23, 2024Updated 2 years ago
- The code for paper "Adversarial Algorithm Unrolling Network for Interpretable Mechanical Anomaly Detection"☆21Mar 28, 2023Updated 3 years ago
- ML Approaches for RUL Prediction, Anomaly Detection, Survival Analysis and Failure Classification☆31Dec 5, 2023Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Source Code for 'Spring Cloud Data Flow' by Felipe Gutierrez☆13Jan 7, 2021Updated 5 years ago
- remaining useful life, residual useful life, remaining life estimation, survival analysis, degradation models, run-to-failure models, con…☆26Updated this week
- This research project will illustrate the use of machine learning and deep learning for predictive analysis in industry 4.0.☆148Jul 11, 2021Updated 5 years ago
- Unsupervised anomaly detection in vibration signal using PyCaret vs BiLSTM☆15May 11, 2026Updated 5 months ago
- Exponential Smoothing, SARIMA, Facebook Prophet☆12Jan 3, 2021Updated 5 years ago
- In this project, high dimensional noisy data collected from thousands of trucks during the course of 4 years was compressed using Artific…☆16Sep 29, 2020Updated 6 years ago
- Repository containing the code for the experiments and examples of my Bachelor Thesis: Cross Domain Fault Detection through Optimal Trans…☆31Aug 3, 2023Updated 3 years ago
- This is a Machine Learning Practice Case of Predictive Maintenance by Python with NASA's Turbofan Engine Degradation Simulation Data Set.☆12Jan 13, 2021Updated 5 years ago
- ☆30Apr 30, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A Dual-View Network For Imbalanced Fault Diagnosis of Rotating Machinery☆11Aug 29, 2023Updated 3 years ago
- GAN+VAE hybrid experiments☆10Sep 14, 2018Updated 8 years ago
- Series of articles covering probabilistic approaches to deep learning.☆10Jan 17, 2023Updated 3 years ago
- The project focuses on prediction of RUL (Remaining Useful Life) of aircraft engine. The acitivity is carried out in PyTorch frameowrk us…☆12Dec 20, 2021Updated 4 years ago
- Notebooks for the ENCCS Graph Neural Networks and Transformers workshop☆16Apr 19, 2023Updated 3 years ago
- Learning Transferable Features with Deep Adaptation Networks☆12Jul 18, 2023Updated 3 years ago
- Nvidia DLI workshop on AI-based predictive maintenance techniques to identify anomalies and failures in time-series data, estimate the re…☆98Jan 20, 2025Updated last year
- Application of machine/deep learning models & algorithms in the energy sector☆18Feb 18, 2024Updated 2 years ago
- Bearing_Fault_Diagnosis☆12Jul 1, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- The code of "Deep Regression Representation Learning with Topology" in ICML 2024☆14Jul 4, 2024Updated 2 years ago
- Curated list of predictive maintenance research and repositories.☆19Aug 2, 2019Updated 7 years ago
- Memory-Augmented Deep Unfolding Network for Compressive Sensing(ACMMM 2021)☆15Apr 1, 2022Updated 4 years ago
- Manipulate, verify and de/serialize asset administration shells in C#.☆11Feb 6, 2026Updated 8 months ago
- ☆15Jan 25, 2025Updated last year
- Master Thesis: Intelligent Ball Screw Fault Diagnosis Using Deep Learning Based Domain Adaptation and Transfer Learning☆46Dec 9, 2022Updated 3 years ago
- Denoising method for C-MAPSS based on a denoising GAN. Includes other six denoising methods such as DAE, SG filter, etc.☆11Nov 2, 2022Updated 3 years ago
- Datasets for Predictive Maintenance☆176Updated this week
- ☆10Dec 5, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ProFeld: survival analysis, predictive maintenance, churn analysis, and remaining useful life prediction in Python☆23Mar 17, 2023Updated 3 years ago
- A simple demon illustrating how to use SpringCloud(Dalston.SR1) from my blog;☆13Feb 26, 2020Updated 6 years ago
- Unofficial implementation of 2021 Neurocomputing paper "VAE-based Deep SVDD for anomaly detection" TensorFlow 2.0 version☆10Nov 28, 2022Updated 3 years ago
- This is a convert tool to create AIfES models for direct use in the Arduino IDE or other IDEs.☆15Sep 20, 2022Updated 4 years ago
- Unfinished Work: Implementation of Multi-Adversarial Domain Adaptation (https://arxiv.org/abs/1809.02176) in Pytorch☆16Dec 6, 2019Updated 6 years ago
- This is the pytorch demo code for Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain, (PTMDA) (IEEE Transactions on Ima…☆11Apr 15, 2022Updated 4 years ago
- 心律失常检测/ECG信号分类☆22Nov 13, 2024Updated last year