This AI-driven Prognostics and Health Management (PHM) platform utilizes a FastAPI backend for proactive, transparent, and intelligent asset management. It combines real-time condition monitoring with advanced models for fault detection and RUL prediction, integrating Digital Twin concepts with Explainable AI (XAI) to deliver clear, actionable insights for mission-critical predictive maintenance.
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Clone the repository:
git clone https://github.com/CodeDragon03/PLUSE.git
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Install dependencies:
cd PLUSE pnpm install
Use the following command to run the application:
python3 src/main.pyWe welcome contributions! To get started, please follow these steps:
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Fork the repository Click the "Fork" button at the top right of this page to create your own copy of the repository.
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Clone your fork
git clone https://github.com/CodeDragon03/PLUSE.git cd PLUSE -
Create a new branch Use a descriptive branch name for your feature or bugfix.
git checkout -b feature/your-feature-name
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Make your changes Implement your feature or fix the bug. Add or update tests and documentation as needed.
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Commit your changes
git add --all git commit -m "Describe your changes" -
Push to your fork
git push origin feature/your-feature-name
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Open a Pull Request Go to the original repository and click "New Pull Request". Select your branch and describe your changes.
- Follow the project's coding style and guidelines.
- Write clear, concise commit messages.
- Ensure all tests pass before submitting.
- Be responsive to feedback on your pull request.
Thanks to all the people who have contributed to this project!
If you encounter any issues, please open an issue in the Issues section.
- Search for existing issues before creating a new one.
- Provide a clear and descriptive title.
- Include steps to reproduce the issue, expected behavior, and actual behavior.
- Attach relevant logs, screenshots, or code snippets if possible.
- Be respectful and constructive in your communication.
Jay Yadav @CodeDragon03
This project is licensed under the MIT License.