Event-Trigger Dynamic State Estimation for Practical WAMS Applications in Smart Grid （2020）

Li, Zhen/ Li, Sen/ Fernando, Tyrone

Springer Nature Switzerland AG（2021/06発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 285 p.
• 言語 ENG
• 商品コード 9783030456603

Full Description

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.

Contents

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.