کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
413905 | 680694 | 2007 | 10 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Use of neural networks for quick and accurate auto-tuning of PID controller
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
هوش مصنوعی
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: Use of neural networks for quick and accurate auto-tuning of PID controller Use of neural networks for quick and accurate auto-tuning of PID controller](/preview/png/413905.png)
چکیده انگلیسی
With reference to a real industrial application of process control, some considerations are discussed concerning the accuracy of methods for auto-tuning of proportional, integral and derivative factor (PID). In particular, a theoretical–experimental approach is described, that allows to evaluate the adequateness of new methods for auto-tuning of PID, able to significantly reduce the time duration for auto-tuning with respect to traditional ones. This result has been achieved by using suitable techniques of experimental data processing, based on neural-networks algorithms, set for this specific application. The effect on described methodology of environmental and operating disturbances is also described.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Robotics and Computer-Integrated Manufacturing - Volume 23, Issue 2, April 2007, Pages 170–179
Journal: Robotics and Computer-Integrated Manufacturing - Volume 23, Issue 2, April 2007, Pages 170–179
نویسندگان
Giulio D’Emilia, Antonio Marra, Emanuela Natale,