The aim to decrease the maintenance cost of generators used in wind energy production machinery. This is achieved by building various classification models, accounting for class imbalance, and tuning on a user defined cost metric (function of true positives, false positives and false negatives predicted) & productionising the model using pipelin…
☆23Jan 20, 2022Updated 4 years ago
Alternatives and similar repositories for Predictive-maintenance-cost-minimization-using-ML-ReneWind
Users that are interested in Predictive-maintenance-cost-minimization-using-ML-ReneWind are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- fault detection in wind turbines☆17Sep 16, 2020Updated 5 years ago
- SCADA data pre-processing library for prognostics, health management and fault detection of wind turbines. Successor to https://github.co…☆86Jan 7, 2021Updated 5 years ago
- Manifold-based Constraint Laplacian Score for multi-label feature selection☆10Sep 11, 2018Updated 7 years ago
- Online Wake Rapid Dynamic Simulator☆11Apr 3, 2024Updated 2 years ago
- A set of methods and proprieties to perform reliability-based-design-optimization by Scenario theory. Scenario optimization makes direct…☆17Oct 5, 2022Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Machine learning applied to wind turbines incipient fault detection.☆95Aug 17, 2021Updated 4 years ago
- Course included such topics, as Data Preprocessing, Exploratory Data Analysis (EDA), Statistical Data Analysis (SDA), Data Collection an…☆12Aug 8, 2022Updated 3 years ago
- Simulation of utility tokens for trading renewable energy in urban slum communities. Agent-based model (ABM)☆12Sep 22, 2018Updated 7 years ago
- python scripts for wind turbine data cleaning☆12Jul 14, 2021Updated 4 years ago
- Deprecated: use the official mirror: https://github.com/rpy2/rpy2☆15Mar 4, 2019Updated 7 years ago
- Time series Forecasting of Wind speed based on different deep learning methods LSTM - GRU☆20Feb 19, 2021Updated 5 years ago
- Bachelor Thesis: P2P energy trading in a live market environment with EVs using Deep Reinforcement Learning☆10Aug 8, 2022Updated 3 years ago
- 基于LabVIEW,可由故障齿轮箱振动信号生成时域图、频谱图、倒频谱图和包络谱图☆16Jun 25, 2020Updated 5 years ago
- Firmware flashing tool☆16Nov 7, 2018Updated 7 years 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.
- Import, clean, and prepare data and conduct machine learning for fault detection in a wind turbine☆17Jan 23, 2017Updated 9 years ago
- Create Interactive Dashboards With Streamlit in Python☆18Aug 12, 2020Updated 5 years ago
- The GitHub repository accompanying the MSc Thesis at Esade written by Oliver Caspers regarding the topic “Predictive Maintenance for Lith…☆14Oct 1, 2021Updated 4 years ago
- Open Matlab and Simulink library for design an simulation of power systems with high penetration of converter-interfaced equipment☆20May 20, 2022Updated 4 years ago
- High Fidelity Energy Storage Dispatch in Production Costing Model☆11Jun 5, 2015Updated 10 years ago
- Wind turbine fault prediction using machine learning☆66May 1, 2026Updated 3 weeks ago
- ☆12Oct 15, 2020Updated 5 years ago
- Simulink models of Fixed-Speed, Variable-Speed, and Ternary Pumped Storage Hydropower.☆20Sep 15, 2022Updated 3 years ago
- Artificial Intelligence with Power BI, published by Packt☆23Mar 2, 2026Updated 2 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Wind Turbine Fault Detection. Newer version @ https://github.com/lkev/wtphm☆74Aug 6, 2022Updated 3 years ago
- profit maximizer (pmax) implementation in python☆12Jun 26, 2021Updated 4 years ago
- Predicting maintenance using IOT and ANN by sending data via Bluetooth 🕒☆14May 5, 2020Updated 6 years ago
- Fault prognosis using LSTM and CNN☆18May 15, 2022Updated 4 years ago
- ☆17Jan 6, 2022Updated 4 years ago
- Accessibility UX checklist to serve as a method for designers and developers to assess the WCAG compliance of their work.☆16Mar 30, 2023Updated 3 years ago
- 4 wind farms are added to the original IEEE-39-bus power system☆19Dec 8, 2019Updated 6 years ago
- a NIF for libntru. NTRU is a post quantum cryptography algorithm.☆18Aug 4, 2020Updated 5 years ago
- Nordic Energy is developing PowerChain the scalable cross-blockchain platform with deletable data features, made for commercial products.…☆18Nov 22, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- WebAuthn library for Elixir☆16Apr 25, 2022Updated 4 years ago
- An Elixir API for consuming structured input streams☆11Aug 2, 2021Updated 4 years ago
- Hands on tutorials demonstrating the concepts of Prediction engineering, Feature engineering and automation in data science.☆29Nov 22, 2017Updated 8 years ago
- Declarative Interface Translation☆15Nov 6, 2023Updated 2 years ago
- Rope data structure implementation in Elixir☆17Sep 8, 2017Updated 8 years ago
- ☆17Feb 2, 2018Updated 8 years ago
- Scalable Kubernetes-native implementation of the Open Data Fabric protocol for global collaborative data processing☆23Updated this week