کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
5005120 1369009 2011 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Tuning of an optimal fuzzy PID controller with stochastic algorithms for networked control systems with random time delay
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی کنترل و سیستم های مهندسی
پیش نمایش صفحه اول مقاله
Tuning of an optimal fuzzy PID controller with stochastic algorithms for networked control systems with random time delay
چکیده انگلیسی
An optimal PID and an optimal fuzzy PID have been tuned by minimizing the Integral of Time multiplied Absolute Error (ITAE) and squared controller output for a networked control system (NCS). The tuning is attempted for a higher order and a time delay system using two stochastic algorithms viz. the Genetic Algorithm (GA) and two variants of Particle Swarm Optimization (PSO) and the closed loop performances are compared. The paper shows that random variation in network delay can be handled efficiently with fuzzy logic based PID controllers over conventional PID controllers.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: ISA Transactions - Volume 50, Issue 1, January 2011, Pages 28-36
نویسندگان
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