R. Karimov, N. Kondratyeva, E. Kuzmina, Alexey S. Kovtunenko, M. Verkhoturov, S. Valeev
{"title":"基于智能技术的复杂技术对象的概念设计","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":"{\"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}","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}
The conceptual design of a complex technical object based on intelligent technologies
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.