{"title":"基于mpc的隔离交流微电网电池源DERs对有界和无界FDI网络攻击的检测和弹性","authors":"Rohit Nandi, Manoj Tripathy, Chandra Prakash Gupta, Ram Singh","doi":"10.1016/j.segan.2025.101719","DOIUrl":null,"url":null,"abstract":"<div><div>In microgrid cybersecurity, the detection and resilience scheme against False Data Injection (FDI) cyberattacks is designed to handle either a bounded or unbounded type attack. Thus, the proposed control scheme is designed on reduced-ordered Model Predictive Control (MPC), where the collaboration of Kalman estimation and cost function can identify both kinds of FDI attacks targeted on the actuator and sensors of the Inverter-based Distributed Energy Resources (DERs). The MPC provides quick recovery and is unaffected by variable load and battery energy dissimilarity. However, after resiliency from FDI attacks, a conventional consensus with power-frequency droop characteristics (<em>P-f</em>) usually suffers from frequency fluctuation and power-sharing error. Consequently, the proposed secondary control system is designed on a three consensus coordination, where frequency coordination is only used to maintain synchronism, voltage angle coordination is designed for accurate active power sharing with State-of-Charge (SoC) balancing and as usual, the voltage coordination is for reactive power sharing among battery source voltage controlled DERs. The Lyapunov function on coordination schemes is used to analyze the stability and constraints. The performance includes MATLAB simulation of an AC microgrid built on a CIGRE European LV testbed. However, experimental validation is based on a cyber-physical system built with a Programmable Logic Controller (PLC) and Supervisory Control and Data Acquisition (SCADA) having a Common Industrial Protocol (CIP) for communication.</div></div>","PeriodicalId":56142,"journal":{"name":"Sustainable Energy Grids & Networks","volume":"43 ","pages":"Article 101719"},"PeriodicalIF":4.8000,"publicationDate":"2025-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"MPC-based detection and resilience against bounded and unbounded FDI cyberattacks in isolated AC microgrid with battery-source DERs\",\"authors\":\"Rohit Nandi, Manoj Tripathy, Chandra Prakash Gupta, Ram Singh\",\"doi\":\"10.1016/j.segan.2025.101719\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>In microgrid cybersecurity, the detection and resilience scheme against False Data Injection (FDI) cyberattacks is designed to handle either a bounded or unbounded type attack. Thus, the proposed control scheme is designed on reduced-ordered Model Predictive Control (MPC), where the collaboration of Kalman estimation and cost function can identify both kinds of FDI attacks targeted on the actuator and sensors of the Inverter-based Distributed Energy Resources (DERs). The MPC provides quick recovery and is unaffected by variable load and battery energy dissimilarity. However, after resiliency from FDI attacks, a conventional consensus with power-frequency droop characteristics (<em>P-f</em>) usually suffers from frequency fluctuation and power-sharing error. Consequently, the proposed secondary control system is designed on a three consensus coordination, where frequency coordination is only used to maintain synchronism, voltage angle coordination is designed for accurate active power sharing with State-of-Charge (SoC) balancing and as usual, the voltage coordination is for reactive power sharing among battery source voltage controlled DERs. The Lyapunov function on coordination schemes is used to analyze the stability and constraints. The performance includes MATLAB simulation of an AC microgrid built on a CIGRE European LV testbed. However, experimental validation is based on a cyber-physical system built with a Programmable Logic Controller (PLC) and Supervisory Control and Data Acquisition (SCADA) having a Common Industrial Protocol (CIP) for communication.</div></div>\",\"PeriodicalId\":56142,\"journal\":{\"name\":\"Sustainable Energy Grids & Networks\",\"volume\":\"43 \",\"pages\":\"Article 101719\"},\"PeriodicalIF\":4.8000,\"publicationDate\":\"2025-04-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Sustainable Energy Grids & Networks\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2352467725001018\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENERGY & FUELS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Sustainable Energy Grids & Networks","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2352467725001018","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENERGY & FUELS","Score":null,"Total":0}
MPC-based detection and resilience against bounded and unbounded FDI cyberattacks in isolated AC microgrid with battery-source DERs
In microgrid cybersecurity, the detection and resilience scheme against False Data Injection (FDI) cyberattacks is designed to handle either a bounded or unbounded type attack. Thus, the proposed control scheme is designed on reduced-ordered Model Predictive Control (MPC), where the collaboration of Kalman estimation and cost function can identify both kinds of FDI attacks targeted on the actuator and sensors of the Inverter-based Distributed Energy Resources (DERs). The MPC provides quick recovery and is unaffected by variable load and battery energy dissimilarity. However, after resiliency from FDI attacks, a conventional consensus with power-frequency droop characteristics (P-f) usually suffers from frequency fluctuation and power-sharing error. Consequently, the proposed secondary control system is designed on a three consensus coordination, where frequency coordination is only used to maintain synchronism, voltage angle coordination is designed for accurate active power sharing with State-of-Charge (SoC) balancing and as usual, the voltage coordination is for reactive power sharing among battery source voltage controlled DERs. The Lyapunov function on coordination schemes is used to analyze the stability and constraints. The performance includes MATLAB simulation of an AC microgrid built on a CIGRE European LV testbed. However, experimental validation is based on a cyber-physical system built with a Programmable Logic Controller (PLC) and Supervisory Control and Data Acquisition (SCADA) having a Common Industrial Protocol (CIP) for communication.
期刊介绍:
Sustainable Energy, Grids and Networks (SEGAN)is an international peer-reviewed publication for theoretical and applied research dealing with energy, information grids and power networks, including smart grids from super to micro grid scales. SEGAN welcomes papers describing fundamental advances in mathematical, statistical or computational methods with application to power and energy systems, as well as papers on applications, computation and modeling in the areas of electrical and energy systems with coupled information and communication technologies.