کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
710973 892122 2016 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Blending Artificial Intelligence into PID Controller Design: A Biomedical Engineering Experiment
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مکانیک محاسباتی
پیش نمایش صفحه اول مقاله
Blending Artificial Intelligence into PID Controller Design: A Biomedical Engineering Experiment
چکیده انگلیسی

A teaching experiment is proposed in which an artificial intelligence technique is blended with classical control techniques to design PID controllers. The artificial intelligence technique deployed is currently considered one of the most popular and successfully nature and biological inspired metaheuristics: the particle swarm optimization algorithm. The teaching experiment is proposed for an introductory undergraduate Biomedical Engineering feedback control systems course. The mean arterial pressure control, quite relevant in practical application terms, is revisited. Moreover, another biomedical control problem is proposed for teaching/learning purposes: the minimum temperature control for intracranial tumor treatment. Simulation results concerning both classic and artificial intelligence based techniques for PID controller design are presented.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: IFAC-PapersOnLine - Volume 49, Issue 6, 2016, Pages 366–371
نویسندگان
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