Title :
Gap width control in electrical discharge machining, using type-2 fuzzy controllers
Author :
Tee, Kotler Ter Pey ; Hoseinnezhad, Reza ; Brandt, M. ; Mo, Jiongjiong
Author_Institution :
Sch. of Aerosp., Mech. & Manuf. Eng., RMIT Univ., Melbourne, VIC, Australia
Abstract :
This paper presents a new method for controlling the gap distance between the electrode and the workpiece in an electrical discharge machining (EDM) system. Due to the highly nonlinear and time-varying nature of the EDM process, conventional gap width control methods do not perform efficiently, and their parameters need frequent tuning to achieve stable and efficient machining. The proposed gap control method uses an intelligent type-2 fuzzy logic inference system to control the gap distance between the electrode and the workpiece. The main advantage of this proposed method is its robustness to variations in machining conditions. In addition to removing the need for constant parameter tuning, the proposed control system results in enhanced accuracy and stability in the control performance.
Keywords :
electrical discharge machining; fuzzy control; spatial variables control; stability; EDM process; electrical discharge machining; fuzzy logic inference system; gap width control; intelligent type-2 fuzzy controllers; stability; workpiece-electrode gap distance; Discharges (electric); Electrodes; Fuzzy logic; Fuzzy sets; Machining; Process control; Voltage measurement;
Conference_Titel :
Control, Automation and Information Sciences (ICCAIS), 2013 International Conference on
Conference_Location :
Nha Trang
Print_ISBN :
978-1-4799-0569-0
DOI :
10.1109/ICCAIS.2013.6720544