Code repository for the book 'Machine Learning in Python for Process and Equipment Condition Monitoring, and Predictive Maintenance'
☆30Apr 25, 2024Updated 2 years ago
Alternatives and similar repositories for Machine_Learning_for_PM_and_PdM
Users that are interested in Machine_Learning_for_PM_and_PdM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Python package to facilitate building process data science solutions including process modeling, monitoring, fault diagnosis, etc.☆14Mar 26, 2024Updated 2 years ago
- Illustrating a typical Predictive Maintenance use case in an Industrial IoT Scenario. By using Statistical Modelling and Data Visualizati…☆31May 2, 2022Updated 4 years ago
- Code repository for the book 'Machine Learning in Python for Process Systems Engineering'☆35Jan 14, 2024Updated 2 years ago
- Datasets from a fluid catalytic cracking unit to evaluate FDD techniques☆26Dec 3, 2023Updated 2 years ago
- Code repository for the book 'Machine Learning in Python for Dynamic Process Systems'☆17Jan 13, 2024Updated 2 years ago
- 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.
- An interactive web application designed for predictive maintenance of industrial machinery. This dashboard allows users to visualize hist…☆21Jun 4, 2024Updated 2 years ago
- Process Control Laboratory☆14Dec 7, 2020Updated 5 years ago
- seanlau-flair / unsupervised-remaining-useful-life-prediction-for-bearings-with-virtual-health-index☆10Dec 8, 2022Updated 3 years ago
- paper: Development of GCN-based soft sensor for quality prediction of process industry☆14Jun 16, 2024Updated 2 years ago
- R Ultimate 2023 - R for Data Science and Machine Learning, by Packt Publishing☆17Dec 15, 2025Updated 10 months ago
- ProFeld: survival analysis, predictive maintenance, churn analysis, and remaining useful life prediction in Python☆23Mar 17, 2023Updated 3 years ago
- Bayesian Deep Learning for Remaining Useful Life Estimation of Machine Tool Components☆16Apr 26, 2022Updated 4 years ago
- Remaining useful life prediction of aero-engines via domain-invariant and -specific features under the scenarios of working-condition shi…☆15May 12, 2023Updated 3 years ago
- (ECML-PKDD'24) Benchmarking Domain Adaptation for Chemical Processes on the Tennessee Eastman Process☆13Jul 29, 2024Updated 2 years 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.
- Exploratory Data Analysis of the popular dataset N-CMAPSS (source: https://data.nasa.gov/Aerospace/CMAPSS-Jet-Engine-Simulated-Data/ff5v-…☆18Nov 21, 2023Updated 2 years ago
- Soft Sensor with Variational Inference Technique☆21Oct 15, 2024Updated 2 years ago
- Forecasting remaining useful life: Interpretable deep learning approach via variational Bayesian inferences☆12Jul 9, 2019Updated 7 years ago
- Industrial AI Agents using LLMs☆23May 22, 2025Updated last year
- This repository will simulate an IoT-based predictive maintenance system designed to monitor industrial equipment through sensors. It wil…☆15Nov 8, 2024Updated last year
- ☆14Apr 22, 2026Updated 6 months ago
- Adaptive Soft Sensors☆21Jul 15, 2019Updated 7 years ago
- ☆13Jul 4, 2024Updated 2 years ago
- Pytorch implementation for Domain Adaptive Remaining Useful Life Prediction with Transformer☆95Jun 19, 2023Updated 3 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.
- Source Code for 'Spring Cloud Data Flow' by Felipe Gutierrez☆13Jan 7, 2021Updated 5 years ago
- Raspberry Pi controller that provides the ability to control a Mitsubishi ducted air conditioner via its serial communications link so th…☆16Jul 6, 2026Updated 3 months ago
- Material for Data Driven Process Systems Engineering Course☆14Apr 27, 2023Updated 3 years ago
- remaining useful life, residual useful life, remaining life estimation, survival analysis, degradation models, run-to-failure models, con…☆26Apr 6, 2021Updated 5 years ago
- A project focused on the improvement for remaining useful life estimation.☆21Jul 7, 2017Updated 9 years ago
- This project aims to propose a TCN-Based Bayesian neural nework that is used for remaining useful life prediction.☆21Jun 15, 2021Updated 5 years ago
- Materials to assist the Reactor Design course CHBE355 with Python programming☆12Oct 12, 2018Updated 8 years ago
- Python library for training, evaluating, using deep learning for industrial monitoring tasks.☆10Sep 26, 2024Updated 2 years ago
- An awesome list of papers on remaining useful life (RUL) prediction from arXiv☆29May 19, 2026Updated 5 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 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
- 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
- An semi-supervised extension based on VAE for Regression, demonstrate its performance on two soft sensor benchmark problems.☆30Aug 15, 2023Updated 3 years ago
- Machine learning-based vibration analysis system for early fault detection in industrial bearings using NASA's bearing dataset.☆17Feb 15, 2025Updated last year
- IDAES platform examples and tutorials☆25Jul 22, 2026Updated 3 months ago
- DiffBatt: A Diffusion Model for Battery Degradation Prediction and Synthesis☆26Dec 7, 2024Updated last year
- Soft sensor modelling using multiple machine learning algorithms☆26Jul 1, 2019Updated 7 years ago