ISSN 2708-244X
 

Original Article 


ANN Techniques for Identification of a DC  Motor Drive Systems

Abdulrazak Ammar, Al mbrok Emhemed, Osama Abuzaid.

Abstract
 In this paper, a neural network 

approaches for the identification of a separately 

excited DC motor (SEDCM) loaded with a 

centrifugal pump load is applied. The NARX 

(nonlinear autoregressive network with 

exogenous inputs) Network using to obtain a good 

quality model to explain the input – output 

behavior of a DC motor drive system. The motor 

is assumed a black box. The load and the motor 

parameters are assumed unknown. The NARX 

recurrent neural networks have the potential to 

capture the dynamics of nonlinear dynamic 

system by presenting a suitable set of input/output 

patterns generated by the dynamic system. The 

backpropagation algorithm was used in order to 

improve performance accuracy to the NARX 

model. 

Key words: Index Terms- DC motors, identification,  neural network, NARX, neuroidentifier DC motors, identification,  neural network, NARX, neuroidentifier DC motors, identification,  neural network DC motors, identification,  neural network Dc motor,DC motors, identification,  neural network DC motors, identificationNARX, neuroidentifier


 
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Pubmed Style

Ammar A, Emhemed Am, Abuzaid O, . ANN Techniques for Identification of a DC  Motor Drive Systems. AJAS. 2020; 1(1): 48-53.


Web Style

Ammar A, Emhemed Am, Abuzaid O, . ANN Techniques for Identification of a DC  Motor Drive Systems. http://www.albahitjas.com/?mno=108364 [Access: July 21, 2020].


AMA (American Medical Association) Style

Ammar A, Emhemed Am, Abuzaid O, . ANN Techniques for Identification of a DC  Motor Drive Systems. AJAS. 2020; 1(1): 48-53.



Vancouver/ICMJE Style

Ammar A, Emhemed Am, Abuzaid O, . ANN Techniques for Identification of a DC  Motor Drive Systems. AJAS. (2020), [cited July 21, 2020]; 1(1): 48-53.



Harvard Style

Ammar, A., Emhemed, A. m., Abuzaid, O. & (2020) ANN Techniques for Identification of a DC  Motor Drive Systems. AJAS, 1 (1), 48-53.



Turabian Style

Ammar, Abdulrazak, Al mbrok Emhemed, Osama Abuzaid, and . 2020. ANN Techniques for Identification of a DC  Motor Drive Systems. Albahit journal of applied sciences, 1 (1), 48-53.



Chicago Style

Ammar, Abdulrazak, Al mbrok Emhemed, Osama Abuzaid, and . "ANN Techniques for Identification of a DC  Motor Drive Systems." Albahit journal of applied sciences 1 (2020), 48-53.



MLA (The Modern Language Association) Style

Ammar, Abdulrazak, Al mbrok Emhemed, Osama Abuzaid, and . "ANN Techniques for Identification of a DC  Motor Drive Systems." Albahit journal of applied sciences 1.1 (2020), 48-53. Print.



APA (American Psychological Association) Style

Ammar, A., Emhemed, A. m., Abuzaid, O. & (2020) ANN Techniques for Identification of a DC  Motor Drive Systems. Albahit journal of applied sciences, 1 (1), 48-53.





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