Tianyang Xing, Mudi Jiang, Xiaoliang Zhu, Bin Han, Jianqun Xu, Xinfei Yang, Mengmeng Ji
{"title":"Recursive data reconciliation with nonlinear characteristic constraints for typical heat exchangers in nuclear power plant","authors":"Tianyang Xing, Mudi Jiang, Xiaoliang Zhu, Bin Han, Jianqun Xu, Xinfei Yang, Mengmeng Ji","doi":"10.1016/j.anucene.2024.111054","DOIUrl":null,"url":null,"abstract":"<div><div>Data reconciliation has been extensively studied in the Nuclear Power Industry because of its benefits including reducing the uncertainty of measurement data and economic superiority. Previous reconciliation methods usually neglect necessary characteristic constraints, causing certain deviation under stable or dynamic situations. By making full use of redundant information from equipment thermodynamic state equations and control transformation functions, a recursive data reconciliation method is proposed to narrow estimation deviation in two aspects. First, different reconciled methods including implicit method, explicit method, coupled method and synthesized method were established based on bilinear orthogonal transformation. Second, recursive process was designed for reconciliation between virtual device and real device. Two typical heat exchanger systems in nuclear plant were selected as case studies. Results show that the proposed reconciliation method decreases the system error in both stable and dynamic situations. Moreover, when implementing the new proposed data reconciliation method to a preheating system with two heat exchangers, it can converge to the specified residual error within 10 iterations. Recursive reconciliation method which was proposed in this paper provides systematic guidance for nuclear power plant operating and maintenance involving data reconciliation.</div></div>","PeriodicalId":8006,"journal":{"name":"Annals of Nuclear Energy","volume":"212 ","pages":"Article 111054"},"PeriodicalIF":1.9000,"publicationDate":"2024-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Annals of Nuclear Energy","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0306454924007175","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"NUCLEAR SCIENCE & TECHNOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Data reconciliation has been extensively studied in the Nuclear Power Industry because of its benefits including reducing the uncertainty of measurement data and economic superiority. Previous reconciliation methods usually neglect necessary characteristic constraints, causing certain deviation under stable or dynamic situations. By making full use of redundant information from equipment thermodynamic state equations and control transformation functions, a recursive data reconciliation method is proposed to narrow estimation deviation in two aspects. First, different reconciled methods including implicit method, explicit method, coupled method and synthesized method were established based on bilinear orthogonal transformation. Second, recursive process was designed for reconciliation between virtual device and real device. Two typical heat exchanger systems in nuclear plant were selected as case studies. Results show that the proposed reconciliation method decreases the system error in both stable and dynamic situations. Moreover, when implementing the new proposed data reconciliation method to a preheating system with two heat exchangers, it can converge to the specified residual error within 10 iterations. Recursive reconciliation method which was proposed in this paper provides systematic guidance for nuclear power plant operating and maintenance involving data reconciliation.
期刊介绍:
Annals of Nuclear Energy provides an international medium for the communication of original research, ideas and developments in all areas of the field of nuclear energy science and technology. Its scope embraces nuclear fuel reserves, fuel cycles and cost, materials, processing, system and component technology (fission only), design and optimization, direct conversion of nuclear energy sources, environmental control, reactor physics, heat transfer and fluid dynamics, structural analysis, fuel management, future developments, nuclear fuel and safety, nuclear aerosol, neutron physics, computer technology (both software and hardware), risk assessment, radioactive waste disposal and reactor thermal hydraulics. Papers submitted to Annals need to demonstrate a clear link to nuclear power generation/nuclear engineering. Papers which deal with pure nuclear physics, pure health physics, imaging, or attenuation and shielding properties of concretes and various geological materials are not within the scope of the journal. Also, papers that deal with policy or economics are not within the scope of the journal.