R. Karimov, N. Kondratyeva, E. Kuzmina, Alexey S. Kovtunenko, M. Verkhoturov, S. Valeev
{"title":"The conceptual design of a complex technical object based on intelligent technologies","authors":"R. Karimov, N. Kondratyeva, E. Kuzmina, Alexey S. Kovtunenko, M. Verkhoturov, S. Valeev","doi":"10.47350/iccs-de.2020.13","DOIUrl":null,"url":null,"abstract":"The problem of system design of complex technical objects based on intelligent technologies is considered. An optimization model for the conceptual design of a micro-mini-satellite based on a genetic algorithm is discussed. An artificial neural network model of a propulsion system is considered, as well as a heuristic algorithm for analyzing the cross-correlation of telemetric parameters of a micro-mini-satellite. The concept of constructing an intelligent system for information support of the life cycle of a complex technical object based on the considered models and algorithms is proposed.","PeriodicalId":210887,"journal":{"name":"International Workshop on Information, Computation, and Control Systems for Distributed Environments","volume":"23 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Workshop on Information, Computation, and Control Systems for Distributed Environments","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.47350/iccs-de.2020.13","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
The problem of system design of complex technical objects based on intelligent technologies is considered. An optimization model for the conceptual design of a micro-mini-satellite based on a genetic algorithm is discussed. An artificial neural network model of a propulsion system is considered, as well as a heuristic algorithm for analyzing the cross-correlation of telemetric parameters of a micro-mini-satellite. The concept of constructing an intelligent system for information support of the life cycle of a complex technical object based on the considered models and algorithms is proposed.