The library `phmd` is designed to facilitate access to datasets in the context of industrial prognosis and health management (PHM)
☆23Apr 9, 2026Updated 4 months ago
Alternatives and similar repositories for phmd
Users that are interested in phmd are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for: RULSurv: A probabilistic survival-based method for early censoring-aware prediction of remaining useful life in ball bearings (…☆27Jan 16, 2026Updated 7 months ago
- This repository is the implementation for the paper Supervised Contrastive Learning based Dual-Mixer Model for Remaining Useful Life Pred…☆32Nov 25, 2024Updated last year
- A Digital Twin prototype for aircraft engine health management in order to identify possible faults and to predict its remaining useful l…☆16Feb 9, 2025Updated last year
- This repo shows a digital model of a robot in simulink, and show how to use it to train an AI model for fault diagnosis.☆23Dec 2, 2025Updated 9 months ago
- Code for the paper “Bearing Remaining Useful Life Prediction Method Based on Cross-Dimensional Dual-Temporal Attention Fusion (CBFAN)”, i…☆20Nov 30, 2025Updated 9 months ago
- 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.
- Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictions☆44Dec 2, 2025Updated 9 months ago
- A public repository containing the data and code for the paper "Explainable fault and severity classification for rolling element bearing…☆23Aug 30, 2025Updated last year
- AMrotor - A MATLAB Toolbox for the Simulation of Rotating Machinery☆28Nov 21, 2023Updated 2 years ago
- Python library for training, evaluating, using deep learning for industrial monitoring tasks.☆10Sep 26, 2024Updated last year
- Unified PHM framework for Remaining Useful Life (RUL) prediction, fault diagnosis, fault detection, and anomaly detection for bearings, t…☆83Nov 2, 2025Updated 10 months ago
- Deep learning models (RNN & LSTM & WaveNet) for predicting the remaining useful life of rolling element bearings using time series health…☆32Feb 28, 2025Updated last year
- Matlab simulation of a hydrodynamically lubricated slider bearing☆11Jan 17, 2019Updated 7 years ago
- A novel approach for Remaining Useful Life (RUL) prediction, combining meta-learning, knowledge discovery, and Physics-Informed Neural Ne…☆25Apr 21, 2025Updated last year
- Real-time Stop sign detection using OpenCV and Haar-cascade☆10Jul 9, 2018Updated 8 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.
- ☆23Aug 11, 2025Updated last year
- Graph Neural Network-based Surrogate Models for Finite Element Analysis☆10Sep 25, 2022Updated 3 years ago
- Traffic sign detection and classification☆10Apr 16, 2019Updated 7 years ago
- A design optimization study of underwater vehicle using Bayesian optimization and deep learning based surrogate model☆13Mar 13, 2023Updated 3 years ago
- ☆12Jan 24, 2020Updated 6 years ago
- ☆13Nov 13, 2024Updated last year
- Anomaly detection on the UC Berkeley milling data set using a disentangled-variational-autoencoder (beta-VAE). Replication of results as …☆79Jun 1, 2021Updated 5 years ago
- A basic example of using physics informed machine learning for enhanced structural dynamics modeling☆10Jul 7, 2023Updated 3 years ago
- Official implementation of GPX: Gaussian Process Regression with Interpretable Sample-wise Feature Weights (published on TNNLS)☆17Feb 8, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 分享的所有数据集均为开源的PHM（Prognostics and Health Management）数据，涵盖故障诊断、健康评估和寿命预测等领域。☆294Jun 12, 2024Updated 2 years ago
- ☆13Jan 24, 2024Updated 2 years ago
- Digital Twin of an Induction Motor: Fault Analysis and Predictive Maintenance☆19Jan 13, 2024Updated 2 years ago
- Repo for the Neurips Learning to Predict Structural Vibrations paper, provides a dataset and method for vibration prediction in plate str…☆13Jul 3, 2026Updated 2 months ago
- Failure Mode Classification from the NASA/IMS Bearing Dataset☆45Jan 3, 2023Updated 3 years ago
- This repository presents a series of analysis on the performance of Physics-Informed Neural Networks in vibrational systems. The limitati…☆14Apr 15, 2023Updated 3 years ago
- This paper has been accepted for publication in IEEE Transactions on Affective Computing.☆22Feb 27, 2025Updated last year
- 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
- a FEniCs-based (Model-Free) Data-driven Computational Mechanics implementation☆13Jul 22, 2026Updated last month
- 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.
- ☆15Aug 3, 2026Updated last month
- ☆19Aug 13, 2024Updated 2 years ago
- ☆18Nov 5, 2020Updated 5 years ago
- An AI-based system utilizing Graph Neural Networks (GNNs) for real-time anomaly detection and fault diagnosis in spacecraft engines. It c…☆16Nov 4, 2024Updated last year
- ☆63Mar 28, 2025Updated last year
- ☆64Jan 18, 2026Updated 7 months ago
- An ensemble bagged trees classification approach for monitoring of the engine conditions and fault diagnosis using Visual Dot Patterns of…☆18Jul 7, 2022Updated 4 years ago