A novel neuro-fuzzy controller for vector controlled induction motor drive
نویسندگان
چکیده
منابع مشابه
Adaptive Neuro-Fuzzy Speed Controller for Vector Controlled Induction Motor Drive
This paper presents a novel adaptive neuro-fuzzy based speed controller for vector controlled induction motor drive. The proposed neuro-fuzzy controller incorporates fuzzy logic algorithm with a five-layer artificial neural network (ANN) structure. The conventional PI controller is replaced by Adaptive Neuro-Fuzzy Inference System (ANFIS), which tunes the fuzzy inference system with hybrid lear...
متن کاملArtificial Neural Network Controller for Vector Controlled Induction Motor Drive
Induction motors are the workhorses of industries. Indirect vector control scheme has been preferred due to its superior dynamic performance. Since the conventional PI controller has bounded operating limits and poor transient response, a search for an alternative controller arises. Recently, Artificial Neural Network (ANN) is gaining momentum as a controller for non linear systems. Herein an a...
متن کاملFuzzy Logic Based Speed Controller for Vector Controlled Cage Induction Motor Drive
The conventional speed controllers for vector controlled induction motor drive(VC1MD) suffer from the problem of stability, besides, these controllers show either steady state error (PD controller) or sluggish response (Pi, PID) to the perturbation in reference setting or during load perturbation. This paper presents a fuzzy logic based speed controller and its design for vector controlled indu...
متن کاملAdaptive Neuro Fuzzy Inference System Based Vector Controlled Induction Motor Drive
In order to emulate a DC motor control, vector control strategy is employed to decouple flux and torque of an induction motor. The great advantage of this technique is that the induction motor can be controlled with the presentation of all of its properties such as high efficiency, robustness, low maintenance cost. The most widely employed controller is the conventional proportional integral (P...
متن کاملRotor Resistance Estimation of Vector Controlled Induction Motor Drive using GA/PSO tuned Fuzzy Controller
Induction motor with indirect field oriented control is preferred for high performance applications due to its excellent dynamic behavior. However, it is sensitive to variations in rotor time constant, especially variation in rotor resistance which needs to be estimated online. Conventionally the model reference adaptive system with fuzzy logic controllers as adaptation is used, which works sat...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Energy Procedia
سال: 2017
ISSN: 1876-6102
DOI: 10.1016/j.egypro.2017.10.203