makinarocks / awesome-industrial-machine-datasetsView external linksLinks
☆541Aug 30, 2019Updated 6 years ago
Alternatives and similar repositories for awesome-industrial-machine-datasets
Users that are interested in awesome-industrial-machine-datasets are comparing it to the libraries listed below
Sorting:
- A collection of open datasets for industrial applications, divided by categories☆103Apr 8, 2022Updated 3 years ago
- This repository contains code that implement common machine learning algorithms for remaining useful life (RUL) prediction.☆215Jan 5, 2025Updated last year
- 2018 phm data challenge, ion mill machine RUL & fault diagnosis☆71Jul 31, 2018Updated 7 years ago
- Datasets for industrial surface-inspection☆101Mar 29, 2022Updated 3 years ago
- Code repository for the book 'Machine Learning in Python for Process and Equipment Condition Monitoring, and Predictive Maintenance'☆24Apr 25, 2024Updated last year
- Machinery data, made easy. Easily download and prepare common industrial datasets.☆23Feb 13, 2024Updated 2 years ago
- Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine☆248Oct 2, 2020Updated 5 years ago
- Early access articles, Journals, and Conferences☆28Apr 26, 2021Updated 4 years ago
- ☆23Sep 2, 2021Updated 4 years ago
- An overview of cases, public datasets, books and academic papers related to applying ML in industrial applications☆116May 27, 2025Updated 8 months ago
- Data Analysis using Python☆10Mar 4, 2024Updated last year
- Developed at the IEEE CS SPIT Aeravat 1.0 AI Hackathon☆16Mar 24, 2024Updated last year
- A notebook tutorial series for performing predictive maintenance using machine learning☆156Jun 23, 2020Updated 5 years ago
- Source code of the paper "A stacked DCNN to predict the RUL of a turbofan engine", third place ranked in the PHM21 data challenge.☆85Apr 2, 2023Updated 2 years ago
- 2019.04.13부터 시작한 스터디 모임의 repository입니다. 주교재: https://www.gitbook.com/book/ddanggle/interpy-kr☆19Aug 4, 2021Updated 4 years ago
- Code for Nature energy manuscript☆599Jul 6, 2023Updated 2 years ago
- Remaining useful life prediction of aero-engines via domain-invariant and -specific features under the scenarios of working-condition shi…☆13May 12, 2023Updated 2 years ago
- LIME-like explanations with interpretable features based on Ceteris Paribus curves. Now on CRAN.☆14Sep 19, 2021Updated 4 years ago
- In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbo…☆154Aug 3, 2022Updated 3 years ago
- ☆207Nov 18, 2019Updated 6 years ago
- Benchmarking fault detection and diagnosis methods☆30Feb 2, 2025Updated last year
- R package exposing the rapidjsonr c++ header-only library☆16Nov 23, 2025Updated 2 months ago
- Datasets for Predictive Maintenance☆153May 8, 2025Updated 9 months ago
- Using knowledge-informed machine learning on the PRONOSTIA (FEMTO) and IMS bearing data sets. Predict remaining-useful-life (RUL).☆169Mar 17, 2023Updated 2 years ago
- Three-Dimensional Vector Operations in R☆17Mar 11, 2024Updated last year
- Datasets from a fluid catalytic cracking unit to evaluate FDD techniques☆24Dec 3, 2023Updated 2 years ago
- R package for clustering strings by edit distance using graph algorithms (connected components and edge-betweeness)☆15Mar 11, 2019Updated 6 years ago
- Curated list of resources for genetic and evolutionary programming☆15Mar 2, 2022Updated 3 years ago
- Battery cell data from a 2013 Nissan Leaf☆24Sep 24, 2021Updated 4 years ago
- RUL Nasa Turbofan Dataset (paper)☆26May 14, 2020Updated 5 years ago
- Proposed ATS2S model for C-MAPSS dataset.☆16Jan 13, 2022Updated 4 years ago
- Exploratory Data Analysis of the engine simulation data in dataset 6, subset FD001, from https://ti.arc.nasa.gov/tech/dash/groups/pcoe/pr…☆16Apr 11, 2018Updated 7 years ago
- Dataset that was used during the IEEE PHM 2012 Data Challenge, built by the FEMTO-ST Institute☆155Jan 9, 2020Updated 6 years ago
- Statistics and Visualization of acceptance rate, main keyword of NeurIPS 2020 accepted papers☆16Oct 12, 2020Updated 5 years ago
- PCA and DBSCAN based anomaly and outlier detection method for time series data.☆48Sep 26, 2018Updated 7 years ago
- ☆27Apr 1, 2021Updated 4 years ago
- ☆16Aug 11, 2022Updated 3 years ago
- RUL prediction for Turbofan Engine (CMAPSS dataset) using CNN☆132Nov 6, 2020Updated 5 years ago
- Fast Naive Bayes implementation in R☆42May 4, 2020Updated 5 years ago