Japan plans to use AI to detect anomalies in Earth's orbit

Date: 2024-05-27 Author: Henry Casey Categories: IN WORLD
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The Japan Aerospace Exploration Agency (JAXA) has entered into a strategic agreement with railway company JR West and satellite operator SKY Perfect JSAT to use artificial intelligence (AI) to predict and detect failures in orbiting satellites. This initiative aims to improve the reliability of spacecraft and prevent potential problems in orbit.

Partnership details

The partnership between JAXA and JR West began in October 2022. They were recently joined by satellite operator SKY Perfect JSAT, which operates more than 30 geostationary spacecraft. The main goal of the agreement is to integrate the technologies and expertise of all three participants to create an effective satellite health monitoring system.

Using AI to Predict Failures

AI technology developed by JR West and successfully used to predict failures in the railway system will be adapted for use in the space industry. The partners intend to use AI to analyze telemetry data, which will help identify potential failures and anomalies in satellite operation before they occur. This is similar to how AI is used to predict and prevent train breakdowns.

Role of SKY Perfect JSAT

SKY Perfect JSAT will play a key role in solving commercial satellite operational challenges and improving the development of AI models for satellite telemetry analysis. The company will provide its resources and data to create more accurate and efficient models capable of detecting anomalies in orbit and preventing their negative consequences.

JAXA Statements

JAXA officials noted that traditional methods for visualizing the effects of the external environment on satellites have their limitations. Integrating multiple telemetry streams and using AI will help create useful models to more accurately predict failures and anomalies. This will increase the reliability and durability of spacecraft, ensuring their uninterrupted operation.

The partnership between JAXA, JR West and SKY Perfect JSAT is a significant step in the development of technologies for monitoring the health of satellites in Earth orbit. Using AI to predict failures will improve the reliability of spacecraft and prevent potential problems before they occur, which is a major advance for the space industry.

Note

SpaceX previously accepted payment for the postponement of the DOGE-1 satellite launch in Dogecoin (DOGE) tokens in February 2024, highlighting the growing influence of cryptocurrencies and new technologies in the space industry.
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