کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1869562 1039372 2012 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
The application of immune genetic algorithm in main steam temperature of PID control of BP network
موضوعات مرتبط
مهندسی و علوم پایه فیزیک و نجوم فیزیک و نجوم (عمومی)
پیش نمایش صفحه اول مقاله
The application of immune genetic algorithm in main steam temperature of PID control of BP network
چکیده انگلیسی

In order to overcome the uncertainties, large delay, large inertia and nonlinear property of the main steam temperature controlled object in the power plant, a neural network intelligent PID control system based on immune genetic algorithm and BP neural network is designed. Using the immune genetic algorithm global search optimization ability and good convergence, optimize the weights of the neural network, meanwhile adjusting PID parameters using BP network. The simulation result shows that the system is superior to conventional PID control system in the control of quality and robustness.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Physics Procedia - Volume 24, Part A, 2012, Pages 80-86