{"title":"采用数字孪生的自清洁热交换器的设计与实现","authors":"Sam Brooks, Ayman Yasin, Kazeem Alatishe, R. Roy","doi":"10.2139/ssrn.3944684","DOIUrl":null,"url":null,"abstract":"Fouling can be reduced by careful design or surface treatment; however, regular manual cleaning is often still required. In this study, a self-cleaning heat exchanger system to automatically identify and remove fouling was designed. The Self-cleaning system was designed to operate automatically without human input and use a backwash of water through the heat exchanger tubes to clean them. A digital twin (DT) is utilised with a model of the performance of the heat exchanger; this is the first known research where a DT is used to control a self-cleaning (or self-engineering) response. The steps used to develop the DT are described, and the logic used to determine when to trigger self-cleaning. Temperature readings are compared to the DT model to determine when heat transfer is impeded by fouling. Tests performed with fouling added successful demonstrated the DT and self-cleaning. The effectiveness of the heat exchanger before fouling, with fouling and after cleaning was used to determine the effectiveness of the self-cleaning. The original performance returned by cleaning varied with 15%, 81% and 52% returned in each experiment.","PeriodicalId":162865,"journal":{"name":"TESConf 2021 - 10th International Conference on Through-Life Engineering Services","volume":"22 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Design and Implementation of a Self-Cleaning Heat Exchanger Using a Digital Twin\",\"authors\":\"Sam Brooks, Ayman Yasin, Kazeem Alatishe, R. Roy\",\"doi\":\"10.2139/ssrn.3944684\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Fouling can be reduced by careful design or surface treatment; however, regular manual cleaning is often still required. In this study, a self-cleaning heat exchanger system to automatically identify and remove fouling was designed. The Self-cleaning system was designed to operate automatically without human input and use a backwash of water through the heat exchanger tubes to clean them. A digital twin (DT) is utilised with a model of the performance of the heat exchanger; this is the first known research where a DT is used to control a self-cleaning (or self-engineering) response. The steps used to develop the DT are described, and the logic used to determine when to trigger self-cleaning. Temperature readings are compared to the DT model to determine when heat transfer is impeded by fouling. Tests performed with fouling added successful demonstrated the DT and self-cleaning. The effectiveness of the heat exchanger before fouling, with fouling and after cleaning was used to determine the effectiveness of the self-cleaning. The original performance returned by cleaning varied with 15%, 81% and 52% returned in each experiment.\",\"PeriodicalId\":162865,\"journal\":{\"name\":\"TESConf 2021 - 10th International Conference on Through-Life Engineering Services\",\"volume\":\"22 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-10-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"TESConf 2021 - 10th International Conference on Through-Life Engineering Services\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.2139/ssrn.3944684\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"TESConf 2021 - 10th International Conference on Through-Life Engineering Services","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2139/ssrn.3944684","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Design and Implementation of a Self-Cleaning Heat Exchanger Using a Digital Twin
Fouling can be reduced by careful design or surface treatment; however, regular manual cleaning is often still required. In this study, a self-cleaning heat exchanger system to automatically identify and remove fouling was designed. The Self-cleaning system was designed to operate automatically without human input and use a backwash of water through the heat exchanger tubes to clean them. A digital twin (DT) is utilised with a model of the performance of the heat exchanger; this is the first known research where a DT is used to control a self-cleaning (or self-engineering) response. The steps used to develop the DT are described, and the logic used to determine when to trigger self-cleaning. Temperature readings are compared to the DT model to determine when heat transfer is impeded by fouling. Tests performed with fouling added successful demonstrated the DT and self-cleaning. The effectiveness of the heat exchanger before fouling, with fouling and after cleaning was used to determine the effectiveness of the self-cleaning. The original performance returned by cleaning varied with 15%, 81% and 52% returned in each experiment.