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Decentralized PMU-Assisted Power System State Estimation With Reduced Interarea Communication

Kashyap, Neelabh; Werner, Stefan; Huang, Yih-Fang
Journal article, Peer reviewed
Accepted version
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URI
http://hdl.handle.net/11250/2593273
Date
2018
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  • Institutt for elektroniske systemer [1555]
  • Publikasjoner fra CRIStin - NTNU [21000]
Original version
IEEE Journal on Selected Topics in Signal Processing. 2018, 12 (4), 607-616.   10.1109/JSTSP.2018.2849219
Abstract
This paper presents a decentralized approach to multiarea power system state estimation using a combination of conventional measurement devices and newer phasor measurement units (PMU). We employ a reduced-order approach to state estimation, wherein the PMU observable and unobservable components of the state vector are estimated separately in each control area. The estimation problem is solved by exchanging information through an improved gossip-based protocol, which takes into account the weak measurement coupling between control areas. A detailed analysis of the proposed protocol reveals that the amount of information exchange is always less than the naïve gossip-based scheme. We show through simulations on the IEEE 118-bus test system that, in practice, the gossip iterations converge in one iteration regardless of the number of control areas. Our simulations also show that the marginal information exchange is also considerably lower when using the proposed method.
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Journal
IEEE Journal on Selected Topics in Signal Processing

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