Gaussian Activation Function Based Neural Network Control Strategy for Single Stage PV-Battery Integrated Three Phase Distribution System

2019 ◽  
Author(s):  
Shubhra ◽  
Bhim Singh
Keyword(s):  
Neural Network ◽  
Control Strategy ◽  
Distribution System ◽  
Phase Distribution ◽  
Activation Function ◽  
Network Control ◽  
Single Stage ◽  
Neural Network Control ◽  
Three Phase

Study on Neural Network Control Strategy of Electric Vehicle in-Wheel Motor

2011 ◽  
Vol 317-319 ◽  
pp. 1228-1231
Author(s):  
Xu Chen ◽  
Da Wei Li ◽  
Zhen Jiang Jiang
Keyword(s):  
Neural Network ◽  
Control Strategy ◽  
Pulse Width Modulation ◽  
Physical Structure ◽  
Network Control ◽  
Neural Network Control ◽  
Motor Speed ◽  
Brushless Dc ◽  
Speed Simulation ◽  
Good Agreement

The brushless direct current motor(DC) simulation model based on neural network control strategy is developed, according to the physical structure of the motor, after the analysis of in-wheel motor mathematical model. The simulation has pulse width modulation (PWM) generation module,which can adjust the PWM duty cycle to regulate the motor speed. Simulation results show that there is good agreement between the output ofsimulation model and the theoretical analysis.The application of neural networkcontrol in brushless DC motor offers the advantages of rapid response, without overshoot ,and higher steady-state accuracy.

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