Japan Aerospace Exploration Agency(JAXA)
Japan Aerospace Exploration Agency(JAXA)
Japan Aerospace Exploration Agency(JAXA)
Japan Aerospace Exploration Agency(JAXA)
Japan Aerospace Exploration Agency(JAXA)
The University of Tokyo
The University of Tokyo
The University of Tokyo
出版者
日本航空宇宙学会(JSASS)
出版者(英)
The Japan Society for Aeronautical and Space Sciences (JSASS)
雑誌名
第58回宇宙科学技術連合講演会講演集
雑誌名(英)
Proceedings of 58th Space Sciences and Technology Conference
"Learning-based telemetry monitoring system using machine learning and data mining technology is developed by JAXA Space Technology Demonstration Research Center. By Using the machine learning and data mining technology,enhancement of satellite health monitoring function and reduction of human load is expected. This paper describes fault detection results and leassons-leaned obtained to evaluate the on-orbit data from a prototype of the learning-based telemetry monitoring system integrated Satellite operating system of SDS-4."