Title :
Design and Simulation of Heat Substation Controller Based on Neural Network-Fuzzy PID Control
Author :
Wang, Weijie ; Huang, Xiaotong ; Huang, Wentao
Author_Institution :
Sch. of Mechatron. Eng., Harbin Inst. of Technol., Harbin, China
Abstract :
Addressing the issue of coupling between quality and quantity channels as well as control model time-varying characteristic in heat substation, a novel structure of heat substation controller based on neural network-fuzzy PID control is proposed. We established a control model of quality and quantity by using on-site collected step response data and least squares method. On this basis, simulation experiments were carried out to the designed controller. Simulation result shows that satisfactory performances can be obtained using the designed controller in the decoupling of quality and quantity channel as well as reducing impacts of control model time-varying.
Keywords :
fuzzy control; heat systems; least mean squares methods; neurocontrollers; three-term control; time-varying systems; control model time-varying characteristic; coupling; fuzzy PID control; heat substation controller; least squares method; neural network control; onsite collected step response data; quality channel; quantity channel; Adaptation models; Biological neural networks; Couplings; Heating; Niobium; Substations; controller; fuzzy-PID control; heat substation; neural network; simulation;
Conference_Titel :
Intelligent Human-Machine Systems and Cybernetics (IHMSC), 2011 International Conference on
Conference_Location :
Zhejiang
Print_ISBN :
978-1-4577-0676-9
DOI :
10.1109/IHMSC.2011.71