Title :
Nonlinear single step fuzzy image reconstruction algorithm for grounded conductors in ECT
Author :
Deabes, W.A. ; Abdelrahman, M.A.
Author_Institution :
Electr. & Comput. Eng. Dept., Tennessee Tech Univ., Cookeville, TN, USA
fDate :
June 30 2010-July 2 2010
Abstract :
A nonlinear single step algorithm based on Fuzzy Inference System (FIS) to reconstruct images in Electrical Capacitance Tomography (ECT) is proposed. Monitoring the grounded metal characteristics during the casting process in the Lost Foam Casting process is a novel application for the ECT system. Applying traditional image reconstruction algorithms based on the linear sensitivity matrix is impossible for imaging grounded conductive materials. The proposed FIS overcomes the linearity of the system by applying fuzzy rules on the sensitivity areas for each electrode pair rather than using the sensitivity values. Simulations using ANSYS and LabVIEW are conducted to test the FIS reconstruction algorithm. The results demonstrate the feasibility of the fuzzy system to detect, in one step, the size and position of the grounded metal in the imaging area.
Keywords :
computerised monitoring; computerised tomography; conductors (electric); fuzzy reasoning; image reconstruction; lost foam casting; production engineering computing; ANSYS simulation; ECT system; FIS reconstruction algorithm; LabVIEW simulation; electrical capacitance tomography; electrode pair; fuzzy inference system; grounded conductive material imaging; grounded conductors; grounded metal characteristic monitoring; linear sensitivity matrix; lost foam casting process; nonlinear single step fuzzy image reconstruction algorithm; Casting; Conducting materials; Conductors; Electrical capacitance tomography; Electrodes; Fuzzy systems; Image reconstruction; Inference algorithms; Linearity; Monitoring; Capacitance measurements; ECT; Fuzzy systems; Lost Foam Casting;
Conference_Titel :
American Control Conference (ACC), 2010
Conference_Location :
Baltimore, MD
Print_ISBN :
978-1-4244-7426-4
DOI :
10.1109/ACC.2010.5530733