Secure Distributed State Estimation for Networked Microgrids

作者: Mehmet H. Cintuglu , Dmitry Ishchenko

DOI: 10.1109/JIOT.2019.2902793

关键词:

摘要: Distributed state estimation (DSE) allows networked microgrids to achieve global awareness with conservation of local information privacy by peer-to-peer message exchange implemented Internet Things protocols over heterogeneous communications. This paper presents a secure DSE (SDSE) method for enhance system resiliency addressing false data injection threat in distributed microgrid agent nodes. The designated SDSE applies trust-based diffusion algorithm using adaptive combination policy , which agents adapt their coefficients exclude misbehaving nodes from the network. results demonstrate that proposed addresses emerging integrity and security problems critical energy delivery infrastructure SCADA environment.

参考文章(36)
Philip Fong, Mario Munich, Steffen Gutmann, Ethan Eade, Localization by learning of wave-signal distributions ,(2010)
Ali Abur, Antonio Gómez Expósito, Power System State Estimation : Theory and Implementation CRC Press. ,(2004) , 10.1201/9780203913673
Vassilis Kekatos, Georgios B. Giannakis, Distributed Robust Power System State Estimation IEEE Transactions on Power Systems. ,vol. 28, pp. 1617- 1626 ,(2013) , 10.1109/TPWRS.2012.2219629
Le Xie, Dae-Hyun Choi, Soummya Kar, H. Vincent Poor, Fully Distributed State Estimation for Wide-Area Monitoring Systems IEEE Transactions on Smart Grid. ,vol. 3, pp. 1154- 1169 ,(2012) , 10.1109/TSG.2012.2197764
Felix F. Wu, Power system state estimation: a survey International Journal of Electrical Power & Energy Systems. ,vol. 12, pp. 80- 87 ,(1990) , 10.1016/0142-0615(90)90003-T
Fred Schweppe, Power System Static-State Estimation, Part III: Implementation IEEE Transactions on Power Apparatus and Systems. ,vol. 89, pp. 130- 135 ,(1970) , 10.1109/TPAS.1970.292680
Dae-Hyun Choi, Le Xie, Fully distributed bad data processing for wide area state estimation international conference on smart grid communications. pp. 546- 551 ,(2011) , 10.1109/SMARTGRIDCOMM.2011.6102382
Jianshu Chen, Ali H. Sayed, Diffusion Adaptation Strategies for Distributed Optimization and Learning Over Networks IEEE Transactions on Signal Processing. ,vol. 60, pp. 4289- 4305 ,(2012) , 10.1109/TSP.2012.2198470
Soummya Kar, Gabriela Hug, Javad Mohammadi, Jose M. F. Moura, Distributed State Estimation and Energy Management in Smart Grids: A Consensus ${+}$ Innovations Approach IEEE Journal of Selected Topics in Signal Processing. ,vol. 8, pp. 1022- 1038 ,(2014) , 10.1109/JSTSP.2014.2364545
Ognjen Vukovic, Gyorgy Dan, Security of Fully Distributed Power System State Estimation: Detection and Mitigation of Data Integrity Attacks IEEE Journal on Selected Areas in Communications. ,vol. 32, pp. 1500- 1508 ,(2014) , 10.1109/JSAC.2014.2332106