کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
492569 721622 2015 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Design of Controller for Automatic Voltage Regulator Using Teaching Learning Based Optimization
ترجمه فارسی عنوان
طراحی کنترل کننده رگولاتور ولتاژ اتوماتیک با استفاده از آموزش بهینه سازی مبتنی بر یادگیری؟
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
چکیده انگلیسی

In this paper, One Degree Of Freedom (1DOF) and Two Degrees Of Freedom (2DOF) Proportional + Integral + Derivative (PID) controller design is proposed and implemented on the Automatic Voltage Regulator (AVR) system using traditional Teaching Learning Based Optimization (TLBO) algorithm. Minimization of a multi-objective function guides the TLBO algorithm's exploration until the process converges with an optimal solution. A simulation study is carried to examine the performance of TLBO assisted controller design procedure for three, four and five dimensional searches. The performance of the proposed method is validated with most successful heuristic procedures, such as Particle Swarm Optimization (PSO), Bacterial Foraging Optimization (BFO) and Firefly Algorithm (FA). The result show that, 1DOF PID controller and PID controller with filter offers smooth reference tracking response and the 2DOF PID controller with the Feed Forward (FF) and Feed Back (FB) structure presents reduced time domain and error values compared to the alternatives.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia Technology - Volume 21, 2015, Pages 295-302