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Event-trigger dynamic state estimati...

Li, Zhen.

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Event-trigger dynamic state estimation for practical WAMS applications in smart grid

Record Type:	Electronic resources : Monograph/item
Title/Author:	Event-trigger dynamic state estimation for practical WAMS applications in smart grid/ by Zhen Li ... [et al.].
other author:	Li, Zhen.
Published:	Cham :Springer International Publishing : : 2020.,
Description:	xvi, 285 p. :ill., digital ;24 cm.
[NT 15003449]:	Introduction -- Event-trigger Design for Linear Filtering Event-trigger Strategies -- State Estimation of Doubly Fed Induction Generator (DFIG) Wind Turbine (WT) in Smart Grid -- Event-trigger Particle Filter Design under Limited Communication Bandwidth -- Event-trigger Heterogeneous Nonlinear Filter Design under Limited Computational Burden -- Event-trigger Robust Nonlinear Filter Design under Non-Gaussian Noises -- Event-trigger Robust Nonlinear Filter Design with Packet Dropout -- Discussion on Other Practical Design.
Contained By:	Springer eBooks
Subject:	Electric power systems - State estimation. -
Online resource:	https://doi.org/10.1007/978-3-030-45658-0
ISBN:	9783030456580

Event-trigger dynamic state estimation for practical WAMS applications in smart grid
Event-trigger dynamic state estimation for practical WAMS applications in smart grid[electronic resource] /by Zhen Li ... [et al.]. - Cham :Springer International Publishing :2020. - xvi, 285 p. :ill., digital ;24 cm.

Introduction -- Event-trigger Design for Linear Filtering Event-trigger Strategies -- State Estimation of Doubly Fed Induction Generator (DFIG) Wind Turbine (WT) in Smart Grid -- Event-trigger Particle Filter Design under Limited Communication Bandwidth -- Event-trigger Heterogeneous Nonlinear Filter Design under Limited Computational Burden -- Event-trigger Robust Nonlinear Filter Design under Non-Gaussian Noises -- Event-trigger Robust Nonlinear Filter Design with Packet Dropout -- Discussion on Other Practical Design.

This book describes how dynamic state estimation application in wide-area measurement systems (WAMS) are crucial for power system reliability, to acquire precisely power system dynamics. The event trigger DSE techniques described by the authors provide a design balance between the communication rate and estimation performance, by selectively sending the innovational data. The discussion also includes practical problems for smart grid applications, such as the non-Gaussian process/measurement noise, packet dropout, computation burden of accurate DSE, robustness to the system variation, etc. Readers will learn how the event trigger DSE can facilitate the effective reduction of communication rates, with guaranteed accuracy under a variety of practical conditions in smart grid applications. Focuses on dynamic state estimation (DSE) design for practical smart grid applications; Summarizes the event trigger strategy design for DSE.; Enables designs that reduce the communication rate and achieve balance between the bandwidth and accuracy.

ISBN: 9783030456580

Standard No.: 10.1007/978-3-030-45658-0doiSubjects--Topical Terms:

3295989
Electric power systems
--State estimation.

LC Class. No.: TK1005

Dewey Class. No.: 621.31

Event-trigger dynamic state estimation for practical WAMS applications in smart grid
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245 0 0 $a Event-trigger dynamic state estimation for practical WAMS applications in smart grid $h [electronic resource] / $c by Zhen Li ... [et al.].
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300 $a xvi, 285 p. : $b ill., digital ; $c 24 cm.
505 0 $a Introduction -- Event-trigger Design for Linear Filtering Event-trigger Strategies -- State Estimation of Doubly Fed Induction Generator (DFIG) Wind Turbine (WT) in Smart Grid -- Event-trigger Particle Filter Design under Limited Communication Bandwidth -- Event-trigger Heterogeneous Nonlinear Filter Design under Limited Computational Burden -- Event-trigger Robust Nonlinear Filter Design under Non-Gaussian Noises -- Event-trigger Robust Nonlinear Filter Design with Packet Dropout -- Discussion on Other Practical Design.
520 $a This book describes how dynamic state estimation application in wide-area measurement systems (WAMS) are crucial for power system reliability, to acquire precisely power system dynamics. The event trigger DSE techniques described by the authors provide a design balance between the communication rate and estimation performance, by selectively sending the innovational data. The discussion also includes practical problems for smart grid applications, such as the non-Gaussian process/measurement noise, packet dropout, computation burden of accurate DSE, robustness to the system variation, etc. Readers will learn how the event trigger DSE can facilitate the effective reduction of communication rates, with guaranteed accuracy under a variety of practical conditions in smart grid applications. Focuses on dynamic state estimation (DSE) design for practical smart grid applications; Summarizes the event trigger strategy design for DSE.; Enables designs that reduce the communication rate and achieve balance between the bandwidth and accuracy.
650 0 $a Electric power systems $x State estimation. $3 3295989
650 0 $a Smart power grids. $3 1567050
650 1 4 $a Circuits and Systems. $3 896527
650 2 4 $a Signal, Image and Speech Processing. $3 891073
650 2 4 $a Energy Systems. $3 1530445
700 1 $a Li, Zhen. $3 1257184
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773 0 $t Springer eBooks
856 4 0 $u https://doi.org/10.1007/978-3-030-45658-0
950 $a Engineering (Springer-11647)