[PDF] Top 20 Control of Induction Motor using Neural Network
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Control of Induction Motor using Neural Network
... produce control which is proportional-like and integral type, ...the network, the less appropriate such a comparison to PI-based control ...A network consisting of two neurons is compared to a ... See full document
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Single Phase Induction Motor Drive with Restrained Speed and Torque Ripples Using Neural Network Predictive Controller
... vector control strategies are based on a balanced drive system involving symmetrical motors, it is difficult to fix the phase difference between windings current of 90 degree in SPIM and may require complex ... See full document
15
Fault Diagnosis of an Induction Motor based on Fuzzy Logic, Artificial Neural Network and Hybrid System
... an induction motor based on fuzzy logic and artificial neural ...of using fuzzy logic, neural network and hybrid system to interpret root mean square currents of induction ... See full document
10
Performance improvement of induction motor by using direct torque control technique
... In Direct torque control of three-phase induction motor, the motor is fed by three-phase voltage source inverter. There are 2 3 = 8 switching combinations available in two-level three- phase ... See full document
5
Speed Estimation of Sensorless Vector Controlled Induction Motor Drive using ANN
... phase Induction motors are widespread due to the various methods available to control the speed of the ...the motor can be estimated by using mechanical ...by using sensorless ...and ... See full document
7
Temporary short circuit detection in induction motor winding using combination of wavelet transform and neural network
... ral network methods with wavelet transform approach to detect temporary short circuit in induction motor winding more accu- ...circuit using en- ergy level is ...artificial neural ... See full document
9
Induction Motor Fault Classification using Pattern Recognition Neural Network
... sophisticated control, reliable operation and timely ...reliable induction motor are subjected to different types of faults such as those related to stator winding [1-2], broken rotor bars [3-4], ... See full document
6
Design of Neural Network Based Sensorless Induction Motor Speed Control Drive
... Artificial neural network controlled Speed control drive for an 3-phase Squirrel Cage Induction Motor (SCIM) for various ...drive using Neural Network (back ... See full document
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Design of radial basis function neural network controller for BLDC motor control system
... BLDC motor speed can be controlled accurately by controlling PWM duty cycle D, The input signals of RBF neural network are phase current and speed, output signal is duty cycle D, the input and output ... See full document
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Performance Analysis of Induction Motor Using Artificial Neural Network with PI Controller
... speed control of an induction motor using indirect vector control method has been analyzed in ...detail. Induction motor is used in many industrial applications of the ... See full document
8
Speed control of Brushless DC Motor using Artificial Neural Network
... BLDC motor has surpassed other motors as the demand for high efficiency, high power factor, precise speed and torque control and low maintenance ...BLDC motor has become predominantly significant in ... See full document
11
Using artificial neural network to monitor and predict induction motor bearing (IMB) failure
... artificial neural network (ANN) model of induction motor bearing (IMB) failure ...model using ANN for IMB failure prediction ...by using Machine Health Checker (MHC) Memo assist ... See full document
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Artificial Neural Network Based Induction Motor Speed Controller
... Oriented Control approach has been used, and this implies orienting the STATOR CURRENT VECTOR to always be at 90° with the ROTOR FLUX ANGLE so as to independently control the flux and torque thereby ... See full document
5
Speed control of Brushless DC Motor using Artificial Neural Network
... Speed control of BLDC motor is presented in this paper, using PI controller, Fuzzy PI controller and artificial neural ...current control function to the proposed speed controller, so ... See full document
11
Variable Voltage Variable Frequency Speed Control of Induction Motor Using FPGA Xilinx
... frequency control of three-phase induction motor in closed loop is the significant feature of the thesis ...The control strategy is made by using ...three-phase induction ... See full document
6
Adaptive Control of a DC Motor Using Neural Network Sliding Mode Control
... adaptive neural network sliding mode controller proposed to control a DC motor, so we compare proposed controller with PID, classic SMC and ALNN, The simulation results proved that proposed ... See full document
5
Speed Estimation of Three Phase Induction Motor Using Artificial Neural Network
... phase induction motors find widespread application in domestic, commercial and industrial ...demand control of speed. Thus modelling of induction motor is necessary to analyze and predict ... See full document
5
Speed tracking of indirect field oriented control induction motor using neural network
... a neural network (NN) based indirect field oriented control (IFOC) of induction motor (IM) drive is presented in this ...The neural network indirect field oriented ... See full document
6
Speed Control of Induction Motor Using Arduino
... speed control of single phase Induction motor using Arduino with the controlling objectives PWM and SPWM .... Induction motors are widely used Electrical Motors due to their ... See full document
9
An improved DTC of an induction motor drive with neural network controller
... torque Control strategy is suggested and an intelligence controller design based on this strategy is ...A neural network controller is proposed to replace the conventional PID controllers to improve ... See full document
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