iameminmammadov / dash-predictive-maintenance

Dashboard designed to demonstrate the power of Machine Learning to predict failures (Remaining Useful Life (RUL)) in wind turbines. To predict the date when equipment will completely fail (RUL), XGBoost is used and achieved RMSE error is 0.033964 days, which is highly accurate.

iameminmammadov
iameminmammadov
Date Created 2021-03-01 (3 years ago)
Commits 53 (last one 2 years ago)
Stargazers 40 (0 this week)
Watchers 1 (0 this week)
Forks 23
License unknown
Ranking

RepositoryStats indexes 584,777 repositories, of these iameminmammadov/dash-predictive-maintenance is ranked #513,092 (12th percentile) for total stargazers, and #536,275 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #99,528/116,437.

iameminmammadov/dash-predictive-maintenance is also tagged with popular topics, for these it's ranked: dashboard (#838/920)

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

1 commits on the default branch (main) since jan '22

Yearly Commits

Commits to the default branch (main) per year

Issue History

No issues have been posted

Languages

The primary language is Python but there's also others...

updated: 2024-11-12 @ 02:31am, id: 343324175 / R_kgDOFHa2Dw