ECT sensor optimization based on RSM and GA

Abstract

Purpose

The purpose of this paper is to consider the optimization of an 8‐electrode cylindrical electrical capacitance tomography (ECT) sensor. The aim is to obtain maximum uniformity and value of the sensitivity distribution of the sensor, while keeping the mutual capacitances between the electrodes above a predefined level.

Design/methodology/approach

The optimization methods that have been used are response surface methodology, genetic algorithm and a combination of both.

Findings

As results, optimum dimensions for the gap, mounting pipe, shield and insulation are determined, which ensure more uniform distribution of sensitivity in the sensing area.

Originality/value

The optimization strategies used – RSM and the combined RSM+GA – make the optimization of ECT sensors feasible. The results show the effectiveness of the RSM+GA strategy which could also be used for optimization of 3D multilayer ECT sensors.

Citation

Brandisky, K., Sankowski, D., Banasiak, R. and Dolapchiev, I. (2012), "ECT sensor optimization based on RSM and GA", COMPEL - The international journal for computation and mathematics in electrical and electronic engineering, Vol. 31 No. 3, pp. 858-869. https://doi.org/10.1108/03321641211209753