Title :
Design and research for the composite magnetic field control system of aluminum electromagnetic continuous roll-casting
Author :
Ling Yu-hua ; Yang Xin-rong ; Ji Yun-yun ; Li Hongy-an ; Liao Li-qing
Author_Institution :
Sch. of Inf. Sci. & Eng., Central South Univ., Changsha, China
Abstract :
To solve the problems of narrow range of frequency conversion and unsteadiness control of the composite magnetic field control system in the existing AECR (aluminum electromagnetic continuous roll-casting) process, this paper analyzed the principium of AECR and effects produced by electromagnetic parameter on quality of roll-casting sheet. Combining the fuzzy adaptive PID algorithm, a design scheme of AC-DC-AC Frequency Inverter based on SPWM was adopted. Meanwhile, a grain size soft-sensor model of SVM-based was established. The results show that, the control system being ameliorated can produce composite magnetic field in accordance with technologic requirements. And aluminum sheets have homogeneous microstructure, of which grain size reaches the first-class level and mechanical properties are remarkably improved.
Keywords :
adaptive control; aluminium; casting; fuzzy control; magnetic variables control; metallurgy; three-term control; AC-DC-AC frequency inverter; aluminum electromagnetic continuous roll-casting; composite magnetic field control system; frequency conversion; fuzzy adaptive PID algorithm; grain size; homogeneous microstructure; roll-casting sheet; unsteadiness control; Aluminum; Control systems; Electromagnetic fields; Grain size; Magnetic fields; Support vector machines; AC-DC-AC Frequency Inverter; Soft sensor model; composite magnetic field; electromagnetic roll-casting; fuzzy PID control;
Conference_Titel :
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-6712-9
DOI :
10.1109/WCICA.2010.5553765