{"title":"利用神经网络监测预热列车中的热交换器","authors":"Nikola Rimac, Željka Ujević Andrijić","doi":"10.1080/10916466.2024.2399738","DOIUrl":null,"url":null,"abstract":"In this research, a method for online monitoring of the preheating train of a heat exchanger in a crude oil distillation unit driven by neural networks is presented. The models presented were devel...","PeriodicalId":19888,"journal":{"name":"Petroleum Science and Technology","volume":"63 1","pages":""},"PeriodicalIF":1.3000,"publicationDate":"2024-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Monitoring of heat exchangers in preheat trains using neural networks\",\"authors\":\"Nikola Rimac, Željka Ujević Andrijić\",\"doi\":\"10.1080/10916466.2024.2399738\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this research, a method for online monitoring of the preheating train of a heat exchanger in a crude oil distillation unit driven by neural networks is presented. The models presented were devel...\",\"PeriodicalId\":19888,\"journal\":{\"name\":\"Petroleum Science and Technology\",\"volume\":\"63 1\",\"pages\":\"\"},\"PeriodicalIF\":1.3000,\"publicationDate\":\"2024-09-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Petroleum Science and Technology\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://doi.org/10.1080/10916466.2024.2399738\",\"RegionNum\":4,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"ENERGY & FUELS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Petroleum Science and Technology","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1080/10916466.2024.2399738","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ENERGY & FUELS","Score":null,"Total":0}
Monitoring of heat exchangers in preheat trains using neural networks
In this research, a method for online monitoring of the preheating train of a heat exchanger in a crude oil distillation unit driven by neural networks is presented. The models presented were devel...
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The international journal of Petroleum Science and Technology publishes original, high-quality peer-reviewed research and review articles that explore:
-The fundamental science of fluid-fluid and rock-fluids interactions and multi-phase interfacial and transport phenomena through porous media related to advanced petroleum recovery processes,
-The application of novel concepts and processes for enhancing recovery of subsurface energy resources in a carbon-sensitive manner,
-Case studies of scaling up the laboratory research findings to field pilots and field-wide applications.
-Other salient technological challenges facing the petroleum industry.
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