Gabriel Intriago;Andres Intriago;Charalambos Konstantinou;Yu Zhang
{"title":"A Novel Observer-Centric Approach for Detecting Faults in Islanded AC Microgrids With Uncertainties","authors":"Gabriel Intriago;Andres Intriago;Charalambos Konstantinou;Yu Zhang","doi":"10.1109/JSYST.2024.3365801","DOIUrl":null,"url":null,"abstract":"Fault detection (FD) is vital in ensuring ac microgrids' reliable and resilient operation. Its importance lies in swiftly identifying and isolating faults, preventing cascading failures, and enabling rapid power restoration. This article proposes a strategy based on observers and residuals for detecting internal faults in grid-forming inverters with power-sharing coordination. The dynamics of the inverters are captured through a nonlinear state-space model. The design of our observers and residuals considers \n<inline-formula><tex-math>$H_{-}/H_{\\infty }$</tex-math></inline-formula>\n conditions to ensure robustness against disturbances and responsiveness to faults. The proposed design is less restrictive than existing observer-based FD schemes by leveraging the properties of quadratic inner-boundedness and one-sided Lipschitz conditions. The internal faults considered in this article include actuator faults, busbar faults, and inverter bridge faults, which are modeled using vector–matrix representations that modify the state-space model of the inverters. One significant advantage of the proposed approach is its cost-effectiveness, as it does not require additional sensors. Experiments are conducted on an islanded ac microgrid with three inductive lines, four inductive loads, and four grid-forming inverters to validate the merits of the proposed FD strategy. The results demonstrate that our design outperforms existing methods in the field.","PeriodicalId":55017,"journal":{"name":"IEEE Systems Journal","volume":"18 2","pages":"1236-1247"},"PeriodicalIF":4.0000,"publicationDate":"2024-03-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Systems Journal","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10464193/","RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, INFORMATION SYSTEMS","Score":null,"Total":0}
引用次数: 0
Abstract
Fault detection (FD) is vital in ensuring ac microgrids' reliable and resilient operation. Its importance lies in swiftly identifying and isolating faults, preventing cascading failures, and enabling rapid power restoration. This article proposes a strategy based on observers and residuals for detecting internal faults in grid-forming inverters with power-sharing coordination. The dynamics of the inverters are captured through a nonlinear state-space model. The design of our observers and residuals considers
$H_{-}/H_{\infty }$
conditions to ensure robustness against disturbances and responsiveness to faults. The proposed design is less restrictive than existing observer-based FD schemes by leveraging the properties of quadratic inner-boundedness and one-sided Lipschitz conditions. The internal faults considered in this article include actuator faults, busbar faults, and inverter bridge faults, which are modeled using vector–matrix representations that modify the state-space model of the inverters. One significant advantage of the proposed approach is its cost-effectiveness, as it does not require additional sensors. Experiments are conducted on an islanded ac microgrid with three inductive lines, four inductive loads, and four grid-forming inverters to validate the merits of the proposed FD strategy. The results demonstrate that our design outperforms existing methods in the field.
期刊介绍:
This publication provides a systems-level, focused forum for application-oriented manuscripts that address complex systems and system-of-systems of national and global significance. It intends to encourage and facilitate cooperation and interaction among IEEE Societies with systems-level and systems engineering interest, and to attract non-IEEE contributors and readers from around the globe. Our IEEE Systems Council job is to address issues in new ways that are not solvable in the domains of the existing IEEE or other societies or global organizations. These problems do not fit within traditional hierarchical boundaries. For example, disaster response such as that triggered by Hurricane Katrina, tsunamis, or current volcanic eruptions is not solvable by pure engineering solutions. We need to think about changing and enlarging the paradigm to include systems issues.