Vyacheslav Arhipov, Vadim Skobtsov, Natalia Novoselova, Victor Aliushkevich and Alexander Pavlov. Development of Event-Driven Models for Operation Data of Some Systems of Small Satellites // Proceedings of the 5th Computer Science On-line Conference 2016 (CSOC2016). Vol 3: Automation Control Theory Perspectives in Intelligent Systems / eds. Radek Silhavy, Roman Senkerik, Zuzana Kominkova Oplatkova, Zdenka Prokopova, Petr Silhavy. – Switzerland: Springer, 2016. – P.403-413. ISSN 2194-5357 ISSN 2194-5365 (electronic) DOI 10.1007/978-3-319-33389-2
Vyacheslav Arhipov, Vadim Skobtsov, Natalia Novoselova, Victor Aliushkevich and Alexander Pavlov. Development of Event-Driven Models for Operation Data of Some Systems of Small Satellites // Proceedings of the 5th Computer Science On-line Conference 2016 (CSOC2016). Vol 3: Automation Control Theory Perspectives in Intelligent Systems / eds. Radek Silhavy, Roman Senkerik, Zuzana Kominkova Oplatkova, Zdenka Prokopova, Petr Silhavy. – Switzerland: Springer, 2016. – P.403-413. ISSN 2194-5357 ISSN 2194-5365 (electronic) DOI 10.1007/978-3-319-33389-2
Abstract
The paper presents several event-driven models for generation of test operation telemetry data of some systems in small satellites. The models, based on the Poisson flow of events and Gaussian distribution of state duration, are showed to give the unsatisfactory simulation quality. The proposed event-driven model with nonstationary probabilities of transitions between states are more suitable for generation of telemetry data and can be used for the development of the algorithms for revealing the predictors of hardware failures.