Title :
Fuzzy type-2 electrode position controls for an Electric Arc Furnace
Author :
Taslimian, M. ; Shabaninia, F. ; Vaziri, M. ; Vadhva, S.
Author_Institution :
Shiraz Univ., Shiraz, Iran
Abstract :
This paper presents an approach to fuzzy type-2 Proportional-Integral-Derivative (PID) controls for the electrode positions in an Electric Arc Furnace (EAF). Due to the fluctuating power requirements and associated uncertainties of the EAF during operations, use of an accurate membership function is unreasonable. Therefore, fuzzy type-2 sets is applied for EAF controls. In this paper it is also proved that by fuzzy type-2 logic, the performance characteristics of the system will be improved using the proposed method.
Keywords :
arc furnaces; electrodes; fuzzy control; fuzzy set theory; three-term control; EAF; PID; electric arc furnace; fluctuating power requirements; fuzzy type-2 electrode position controls; fuzzy type-2 logic; fuzzy type-2 proportional-integral-derivative controls; fuzzy type-2 sets; Control systems; Educational institutions; Electrodes; Furnaces; Fuzzy sets; Niobium; Uncertainty; Electric arc furnace; PID; fuzzy type-2;
Conference_Titel :
Information Reuse and Integration (IRI), 2012 IEEE 13th International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4673-2282-9
Electronic_ISBN :
978-1-4673-2283-6
DOI :
10.1109/IRI.2012.6303049