{"title":"LRE燃烧室热力和流体动力学过程的神经网络建模","authors":"A. Kretinin, Y. Bulygin, S. L. Podval'nyi","doi":"10.1109/RPC.2017.8168081","DOIUrl":null,"url":null,"abstract":"Some problems of thermodynamic, hydraulic and thermal calculations of the thermal state analysis and performance of the liquid-propellant rocket engine design using neural network modeling are detected. There are presented some applications of neural-network algorithms using in thermal calculations of the LRE chamber such as the simulation of hydraulic non-uniformity of fuel distribution among the sprayers of LRE mixing devices.","PeriodicalId":144625,"journal":{"name":"2017 Second Russia and Pacific Conference on Computer Technology and Applications (RPC)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Neural network modeling of LRE combustion chambers both thermal and hydrodynamics processes\",\"authors\":\"A. Kretinin, Y. Bulygin, S. L. Podval'nyi\",\"doi\":\"10.1109/RPC.2017.8168081\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Some problems of thermodynamic, hydraulic and thermal calculations of the thermal state analysis and performance of the liquid-propellant rocket engine design using neural network modeling are detected. There are presented some applications of neural-network algorithms using in thermal calculations of the LRE chamber such as the simulation of hydraulic non-uniformity of fuel distribution among the sprayers of LRE mixing devices.\",\"PeriodicalId\":144625,\"journal\":{\"name\":\"2017 Second Russia and Pacific Conference on Computer Technology and Applications (RPC)\",\"volume\":\"16 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2017 Second Russia and Pacific Conference on Computer Technology and Applications (RPC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/RPC.2017.8168081\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 Second Russia and Pacific Conference on Computer Technology and Applications (RPC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/RPC.2017.8168081","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Neural network modeling of LRE combustion chambers both thermal and hydrodynamics processes
Some problems of thermodynamic, hydraulic and thermal calculations of the thermal state analysis and performance of the liquid-propellant rocket engine design using neural network modeling are detected. There are presented some applications of neural-network algorithms using in thermal calculations of the LRE chamber such as the simulation of hydraulic non-uniformity of fuel distribution among the sprayers of LRE mixing devices.