Curated list of predictive maintenance research and repositories.
β19Aug 2, 2019Updated 6 years ago
Alternatives and similar repositories for awesome-predictive-maintenance
Users that are interested in awesome-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:
- π₯ Approaching predictive maintenance and engine failure detection, based on open datasets.β10Feb 1, 2018Updated 8 years ago
- Public (anonymized) predictive maintenance datasets from Huawei German Research Center.β12Feb 7, 2020Updated 6 years ago
- ProFeld: survival analysis, predictive maintenance, churn analysis, and remaining useful life prediction in Pythonβ23Mar 17, 2023Updated 3 years ago
- Anomaly detection and failure prognosis applied to industrial machinesβ28Jun 6, 2019Updated 7 years ago
- Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudyβ132Apr 5, 2018Updated 8 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer β’ AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Application of machine/deep learning models & algorithms in the energy sectorβ18Feb 18, 2024Updated 2 years ago
- Baseline study on the development of predictive maintenance techniques using open data. Two problems are discussed: classifying a vibratiβ¦β22Jun 10, 2021Updated 5 years ago
- A notebook tutorial series for performing predictive maintenance using machine learningβ156Jun 23, 2020Updated 6 years ago
- Predictive Maintenance System for Digital Factory Automationβ46Jun 5, 2019Updated 7 years ago
- Digital twin for reliability and predictive maintenanceβ27Apr 21, 2025Updated last year
- Source Code for 'Spring Cloud Data Flow' by Felipe Gutierrezβ13Jan 7, 2021Updated 5 years ago
- This workshop will familiarize you with some of the key steps towards building an end-to-end predictive maintenance system leveraging Amaβ¦β27Jun 4, 2020Updated 6 years ago
- Illustrating a typical Predictive Maintenance use case in an Industrial IoT Scenario. By using Statistical Modelling and Data Visualizatiβ¦β29May 2, 2022Updated 4 years ago
- False Data Injection Attacks in Internet of Things and Deep Learning enabled Predictive Analyticsβ48Sep 9, 2020Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean β’ AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Bayesian deep learning for remaining useful life estimation via Stein variational gradient descentβ30Feb 5, 2024Updated 2 years ago
- Modeling and Simulation in Python and MATLAB/Octaveβ12Jun 25, 2021Updated 5 years ago
- Data Wrangling, EDA, Feature Engineering, Model Selection, Regression, Binary and Multi-class Classification (Python, scikit-learn)β290May 25, 2024Updated 2 years ago
- ML Approaches for RUL Prediction, Anomaly Detection, Survival Analysis and Failure Classificationβ30Dec 5, 2023Updated 2 years ago
- This repo outlines a method for differentiating between anomalies and expected outliers using the Microsoft Anomaly Detection API and Binβ¦β10Jun 11, 2017Updated 9 years ago
- β30Apr 26, 2018Updated 8 years ago
- Collection of my favorite Python packages from 2020β11Jan 12, 2021Updated 5 years ago
- Predicting the Remaining Useful Life (RUL) of simulated Turbofan Engines using Spark ML, Spark Structured Streaming, and Kafka.β26Oct 15, 2024Updated last year
- Starters for Spring Cloud Task Appsβ21Jul 8, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient β’ AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Code for the 2012 IEEE Transactions on Power Delivery paper on "Statistical Machine Learning and Dissolved Gas Analysis: A Review"β14Apr 7, 2021Updated 5 years ago
- This is a repository of sample codes and implementation framework for industrial machine predictive maintenance tasks using deep learningβ¦β33May 23, 2024Updated 2 years ago
- β12Oct 15, 2020Updated 5 years ago
- In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turboβ¦β160Aug 3, 2022Updated 3 years ago
- β14Mar 15, 2019Updated 7 years ago
- Advanced analytics can be applied in various areas of IoT like "Change Point detection using IoT Sensor data" and "Predictive Analytics uβ¦β16Apr 22, 2019Updated 7 years ago
- β47Jan 3, 2023Updated 3 years ago
- Predict remaining useful life of a machine from it's historical data using CNN and LSTMβ34May 6, 2019Updated 7 years ago
- a NIF for libntru. NTRU is a post quantum cryptography algorithm.β18Aug 4, 2020Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer β’ AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- WebAuthn library for Elixirβ16Apr 25, 2022Updated 4 years ago
- An Elixir API for consuming structured input streamsβ11Aug 2, 2021Updated 4 years ago
- tutorial about recommendation systemβ15Nov 1, 2019Updated 6 years ago
- Declarative Interface Translationβ15Nov 6, 2023Updated 2 years ago
- Rope data structure implementation in Elixirβ17Sep 8, 2017Updated 8 years ago
- My attempt to make neovim more rust friendly from an IDE perspective while trying to not do all of the things!β12Oct 3, 2020Updated 5 years ago
- Makes rustc's exhaustiveness checker solve SAT problemsβ16Jul 8, 2021Updated 5 years ago