2009
DOI: 10.1007/s00521-009-0271-1
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Model reference controlled separately excited DC motor

Abstract: This research article proposes the speed control of a separately excited DC motor (SEDM) in the constant torque region. The novelty of this article lies in the application of artificial neural network-based model reference controller (MRC) for the speed control of SEDM. This paper also discusses and compares the speed control systems of SEDM using PI-controlled and fuzzy logic-controlled chopper circuit with MRC. The entire system has been modeled using MATLAB 7.0/SIMULINK toolbox. It has been observed that ch… Show more

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Cited by 10 publications
(7 citation statements)
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“…Thus, the function of a diverter is to reduce the current flowing through the field winding. The reduction in field current reduces the amount of flux and as a result the speed of the motor increases [3], [4].…”
Section: By Using a Divertermentioning
confidence: 99%
“…Thus, the function of a diverter is to reduce the current flowing through the field winding. The reduction in field current reduces the amount of flux and as a result the speed of the motor increases [3], [4].…”
Section: By Using a Divertermentioning
confidence: 99%
“…In learning process, neural network adjusts its structure such that it is able to output the same signals as the supervisor. The learning is repeated until the difference between network output and supervisor is enough [7]. The basic model of a single artificial neuron consists of a weighted summer and an activation (or transfer) function as shown in…”
Section: Neural Networkmentioning
confidence: 99%
“…Hysteresis current controller (HCC) is used to generate switching patterns required for the chopper circuit by comparing the actual current being drawn by the motor with the reference current [14]. In an HCC, the armature current is forced to stay within the hysteresis band determined by the upper and lower hysteresis limits ∆i [3]. Commanded current and actual current are shown in Figure 6.…”
Section: Modeling Of Hysteresis Current Controllermentioning
confidence: 99%
“…For the armature source a controlled rectifier or chopper is required [2]. Armature voltage control method is used to vary the speed up to the rated speed and the motor operates in the constant torque region [3]. Conventional controllers such as PI and PID have been applied to control the speed of DC motors.…”
Section: Introductionmentioning
confidence: 99%