{"title":"基于迭代仿真的非线性系统辨识通用工作流引擎","authors":"M. Polter, P. Katranuschkov, R. Scherer","doi":"10.1109/WSC48552.2020.9384096","DOIUrl":null,"url":null,"abstract":"A generic process for simulation-based system identification for civil engineering problems is presented. It is iterative and contains a feedback loop for the continuous refinement of the system, taking into account the sensor values of the real object. The process was implemented in a generic workflow engine that can be integrated into software systems and adapted to specific application scenarios. An exemplary implementation in the context of a cyber-physical system for dynamic adaptation of production processes shows the feasibility and the advantages of the developed concept.","PeriodicalId":6692,"journal":{"name":"2020 Winter Simulation Conference (WSC)","volume":"1 1","pages":"2671-2682"},"PeriodicalIF":0.0000,"publicationDate":"2020-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A Generic Workflow Engine for Iterative, Simulation-Based Non-Linear System Identifications\",\"authors\":\"M. Polter, P. Katranuschkov, R. Scherer\",\"doi\":\"10.1109/WSC48552.2020.9384096\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A generic process for simulation-based system identification for civil engineering problems is presented. It is iterative and contains a feedback loop for the continuous refinement of the system, taking into account the sensor values of the real object. The process was implemented in a generic workflow engine that can be integrated into software systems and adapted to specific application scenarios. An exemplary implementation in the context of a cyber-physical system for dynamic adaptation of production processes shows the feasibility and the advantages of the developed concept.\",\"PeriodicalId\":6692,\"journal\":{\"name\":\"2020 Winter Simulation Conference (WSC)\",\"volume\":\"1 1\",\"pages\":\"2671-2682\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-12-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 Winter Simulation Conference (WSC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/WSC48552.2020.9384096\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 Winter Simulation Conference (WSC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/WSC48552.2020.9384096","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A Generic Workflow Engine for Iterative, Simulation-Based Non-Linear System Identifications
A generic process for simulation-based system identification for civil engineering problems is presented. It is iterative and contains a feedback loop for the continuous refinement of the system, taking into account the sensor values of the real object. The process was implemented in a generic workflow engine that can be integrated into software systems and adapted to specific application scenarios. An exemplary implementation in the context of a cyber-physical system for dynamic adaptation of production processes shows the feasibility and the advantages of the developed concept.
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