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An Improved PMSM Drive Architecture Based on BFO and Neural Network : Una architettura di comando PMSM migliorata sulla base di BFO e reti neurali, in: International Journal of Advanced Robotic Systems

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Autor Aymen, Flah; Lassâad, Sbita
Publicado  InTech Open Access Publisher, 2013
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Abstract In this paper, an improved robust vector control
strategy is designed to drive the Permanent magnet
synchronous motor in a wide speed range mode. The
designed control method guarantees the precision and
robustness of speed regulation performance by using
recurrent neural network architecture. The stator current
controller parameter tuning problems, which characterize
this control strategy, are resolved using a
bacterial foraging optimization algorithm to find the
optimal parameters of the current controllers used. A
field weakening control algorithm generates an adaptive
magnetizing current command to achieve the desired
high speed mode. The robustness and effectiveness of the
global control scheme are verified through computer
simulations established under a Matlab‐Simulink
environment.
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2000 y posteriores
Superordinate work
 
no fulltext found International Journal of Advanced Robotic Systems
Autor: Ottaviano, Erika; Ceccarelli, Marco; Husty, Manfred; Yu, Sung-Hoon; Kim, Yong-Tae; Park, Chang-Woo; Hyun, Chang-Ho; Chen, Xiulong; Feng, Weiming; Sun, Xianyang; Gao, Qing; Grigorescu, Sorin M.; Pozna, Claudiu; Liu, Wanli; Zhankui, Wang; Guo, Meng; Fu, Guoyu; Zhang, Jin; Chen, Wenyuan; Peng, Fengchao; Yang, Pei; Chen, Chunlin; Ding, Rui; Yu, Junzhi; Yang, Qinghai; Tan, Min; Polden, Joseph; Pan, [...]
Publicado: 2004
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Documents: International Journal of Advanced Robotic Systems
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Europeana FaviconEuropeana  http://www.europeana.eu/portal/record/2020801/dmglib_handler_docum_31365009.html
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UCAUniv. Cassino  http://webuser.unicas.it/weblarm/larmindex.htm
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Time of publication 2013
License information Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License

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