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Event-Trigger Dynamic State Estimation for Practical WAMS Applications in Smart Grid / / by Zhen Li, Sen Li, Tyrone Fernando, Xi Chen



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Autore: Li Zhen Visualizza persona
Titolo: Event-Trigger Dynamic State Estimation for Practical WAMS Applications in Smart Grid / / by Zhen Li, Sen Li, Tyrone Fernando, Xi Chen Visualizza cluster
Pubblicazione: Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020
Edizione: 1st ed. 2020.
Descrizione fisica: 1 online resource (294 pages)
Disciplina: 621.3191
Soggetto topico: Electronic circuits
Signal processing
Image processing
Speech processing systems
Energy systems
Circuits and Systems
Signal, Image and Speech Processing
Energy Systems
Persona (resp. second.): LiSen
FernandoTyrone
ChenXi
Nota di contenuto: 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.
Sommario/riassunto: 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.
Titolo autorizzato: Event-Trigger Dynamic State Estimation for Practical WAMS Applications in Smart Grid  Visualizza cluster
ISBN: 3-030-45658-7
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 9910407734203321
Lo trovi qui: Univ. Federico II
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