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author:

Tang, Longfei (Tang, Longfei.) [1] | Pan, Penghui (Pan, Penghui.) [2]

Indexed by:

SCIE

Abstract:

The operation process of the Bistable permanent magnet circuit breaker (PMCB) is a highly nonlinear and fast time-varying system, so it's difficult to accurately observe the dynamic displacement, and the addition of displacement sensors has defects such as difficulty in installation, high cost and poor reliability. Aiming at this problem, this article proposes a real-time displacement observation method without sensors for bistable PMCB. First, through magnetic circuit analysis and numerical simulation, it is proved that there exists a one-to-one mapping relationship between the state composed of four elements of the bistable permanent magnet mechanism's breaking and closing coil currents, the flux linkage of the breaking and closing coils, and the displacement of the movable iron core; after that, an artificial neural network (ANN) is introduced to fit the nonlinear mapping relationship, and rewritten into the embedded form, to complete the design of the real-time observer of the bistable PMCB's displacement. Finally, the theoretical and practical effectiveness of the real-time observer is verified by co-simulation and rapid control prototype verification. The displacement real-time observer constructed in this article can provide real-time feedback signals for the subsequent velocity closed-loop control, displacement tracking control or synchronized breaking and closing control of the circuit breaker without the displacement sensor, which sets the stage for the high-performance sensorless control of permanent magnet switch.

Keyword:

Bistable permanent magnet circuit breaker (PMCB) displacement observation neural network operating mechanism

Community:

  • [ 1 ] [Tang, Longfei]Fuzhou Univ, Fujian Engn Res Ctr Smart Distribut Grid Equipment, Sch Elect Engn & Automat, Fuzhou 350108, Peoples R China
  • [ 2 ] [Tang, Longfei]Fuzhou Univ, Fujian Key Lab New Energy Generat & Power Convers, Fuzhou 350108, Peoples R China
  • [ 3 ] [Pan, Penghui]Fuzhou Univ, Sch Elect Engn & Automat, Fuzhou 350108, Peoples R China

Reprint 's Address:

  • [Tang, Longfei]Fuzhou Univ, Fujian Engn Res Ctr Smart Distribut Grid Equipment, Sch Elect Engn & Automat, Fuzhou 350108, Peoples R China;;[Tang, Longfei]Fuzhou Univ, Fujian Key Lab New Energy Generat & Power Convers, Fuzhou 350108, Peoples R China

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Source :

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

ISSN: 0018-9456

Year: 2025

Volume: 74

5 . 6 0 0

JCR@2023

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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