rul_codes_open
This repository contains code that implement common machine learning algorithms for remaining useful life (RUL) prediction.
Science Score: 57.0%
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✓CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
✓DOI references
Found 1 DOI reference(s) in README -
○Academic publication links
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○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (6.1%) to scientific vocabulary
Keywords
Repository
This repository contains code that implement common machine learning algorithms for remaining useful life (RUL) prediction.
Basic Info
- Host: GitHub
- Owner: biswajitsahoo1111
- License: mit
- Language: Jupyter Notebook
- Default Branch: master
- Homepage: https://biswajitsahoo1111.github.io/rul_codes_open/
- Size: 20.5 MB
Statistics
- Stars: 186
- Watchers: 2
- Forks: 45
- Open Issues: 0
- Releases: 0
Topics
Metadata Files
README.md
Data-Driven Remaining Useful Life (RUL) Prediction
Aim of this project is to produce reproducible results in condition monitoring. In this project, we will tackle the problem of Data-Driven Remaining Useful Life (RUL) prediction. We will apply some of the standard machine learning techniques to publicly available datasets and show the results with code. This is an ongoing project and will evolve over time. Refer to the project page for further details.
My other projects and blog articles can be accessed from my personal website.
For attribution, cite this project as
@misc{Sahoo_Data-Driven_Remaining_Useful_2020,
author = {Sahoo, Biswajit},
doi = {10.5281/zenodo.5890595},
month = {9},
title = {Data-Driven Remaining Useful Life (RUL) Prediction},
url = {https://biswajitsahoo1111.github.io/rul_codes_open/},
year = {2020}
}
Readers should cite original datasets separately.
Owner
- Name: Biswajit Sahoo
- Login: biswajitsahoo1111
- Kind: user
- Location: Bengaluru, India
- Company: HP Inc. R&D
- Website: https://biswajitsahoo1111.github.io/
- Repositories: 13
- Profile: https://github.com/biswajitsahoo1111
Machine Learning Engineer at HP Inc. R&D, Bengaluru, India
Citation (CITATION.cff)
cff-version: 1.2.0
preferred-citation:
type: generic
authors:
- family-names: "Sahoo"
given-names: "Biswajit"
orcid: "https://orcid.org/0000-0002-8278-5571"
doi: "10.5281/zenodo.5890595"
month: 9
year: 2020
title: "Data-Driven Remaining Useful Life (RUL) Prediction"
version: 1.0.0
url: "https://biswajitsahoo1111.github.io/rul_codes_open/"
GitHub Events
Total
- Watch event: 32
- Push event: 4
- Fork event: 4
Last Year
- Watch event: 32
- Push event: 4
- Fork event: 4