recodehive / machine-learning-repos

A curated list of awesome machine learning frameworks, libraries and software (by language). I
https://machine-learning-repos.vercel.app/
MIT License
178 stars 305 forks source link

💡[Feature]: Satellite Position and Speed Prediction #815

Closed AMAN1011011 closed 4 months ago

AMAN1011011 commented 4 months ago

Is there an existing issue for this?

Feature Description

With the rapid increase in the number of resident space objects (RSOs), including satellites, accurate orbit tracking has become crucial to prevent collisions and manage space traffic effectively. This project focuses on predicting the positions and speeds of 600 satellites, leveraging advancements in satellite technology, data analytics, and predictive modeling. By analyzing historical orbital data and utilizing machine learning algorithms, we aim to provide reliable and accurate long-term forecasts of satellite trajectories. These predictions will help in enhancing collision avoidance strategies, optimizing satellite operations, and mitigating the risks of space debris. Ensuring precise orbit tracking not only safeguards active satellites but also contributes to the sustainability of space activities.

Use Case

Collision Avoidance Satellite Fleet Management Space Traffic Management Mission Planning Space Debris Monitoring

Benefits

Enhanced Safety Operational Efficiency Cost Savings Improved Space Traffic Coordination Support for Long-Term Space Sustainability

Add ScreenShots

No response

Priority

High

Record

github-actions[bot] commented 4 months ago

Thank you for creating this issue! 🎉 We'll look into it as soon as possible. In the meantime, please make sure to provide all the necessary details and context. If you have any questions reach out to LinkedIn. Your contributions are highly appreciated! 😊

Note: I Maintain the repo issue twice a day, or ideally 1 day, If your issue goes stale for more than one day you can tag and comment on this same issue.

You can also check our CONTRIBUTING.md for guidelines on contributing to this project.
We are here to help you on this journey of opensource, any help feel free to tag me or book an appointment.

AMAN1011011 commented 4 months ago

Unsolved model training Incomplete issues and errors unchanged

github-actions[bot] commented 4 months ago

Hello @AMAN1011011! Your issue #815 has been closed. Thank you for your contribution!