{"title":"An Enhanced Matrix Pencil Method for Parameter Identification of Sub-/ Super-Synchronous Oscillations Using Synchrophasors","authors":"Xiaoxue Zhang;Fang Zhang;Jinghan He;Wenzhong Gao","doi":"10.1109/TII.2024.3485797","DOIUrl":null,"url":null,"abstract":"Subsynchronous oscillations (SSOs) induced by the integration of high renewable energy penetration have significantly impacted the operation of power systems. This article proposed an enhanced matrix pencil method (MPM) for online monitoring of SSO using synchrophasors. To address the issue of eigenvalues of complex-domain matrix pencil not satisfying the conjugate frequency constraints of the synchrophasors, the complex Hankel matrix of synchrophasors is transferred to the field of real numbers. This improvement can shorten the data window of parameter identification to 200 ms while maintaining the computational efficiency of MPM. In addition, to ensure the identification accuracy by fully utilizing the information of complex-domain synchrophasors, the feasibility of constructing a new real-domain Hankel matrix with the combination of the separate real and imaginary parts of the complex Hankel matrix is proved. Compared with the existing MPM-based methods, the proposed enhanced MPM achieves better accuracy for parameter identification of SSOs while significantly reducing the computational burden in practical applications.","PeriodicalId":13301,"journal":{"name":"IEEE Transactions on Industrial Informatics","volume":"21 2","pages":"1684-1693"},"PeriodicalIF":9.9000,"publicationDate":"2024-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Industrial Informatics","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10753275/","RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
引用次数: 0
Abstract
Subsynchronous oscillations (SSOs) induced by the integration of high renewable energy penetration have significantly impacted the operation of power systems. This article proposed an enhanced matrix pencil method (MPM) for online monitoring of SSO using synchrophasors. To address the issue of eigenvalues of complex-domain matrix pencil not satisfying the conjugate frequency constraints of the synchrophasors, the complex Hankel matrix of synchrophasors is transferred to the field of real numbers. This improvement can shorten the data window of parameter identification to 200 ms while maintaining the computational efficiency of MPM. In addition, to ensure the identification accuracy by fully utilizing the information of complex-domain synchrophasors, the feasibility of constructing a new real-domain Hankel matrix with the combination of the separate real and imaginary parts of the complex Hankel matrix is proved. Compared with the existing MPM-based methods, the proposed enhanced MPM achieves better accuracy for parameter identification of SSOs while significantly reducing the computational burden in practical applications.
期刊介绍:
The IEEE Transactions on Industrial Informatics is a multidisciplinary journal dedicated to publishing technical papers that connect theory with practical applications of informatics in industrial settings. It focuses on the utilization of information in intelligent, distributed, and agile industrial automation and control systems. The scope includes topics such as knowledge-based and AI-enhanced automation, intelligent computer control systems, flexible and collaborative manufacturing, industrial informatics in software-defined vehicles and robotics, computer vision, industrial cyber-physical and industrial IoT systems, real-time and networked embedded systems, security in industrial processes, industrial communications, systems interoperability, and human-machine interaction.