Qualitative Modeling for Magnetization Curve

Authors

Pei-Hwa Huang, Associate Professor, Department of Electrical Engineering, National Taiwan Ocean University, Keelung, Taiwan.
Yu-Shuo Chang, Graduate Student, Department of Electrical Engineering, National Taiwan Ocean University, Keelung, Taiwan.

Abstract

This paper studies the derivation of a qualitative description for the magnetization curve of saturable magnetic materials. From a set of numerical input-output data, a fuzzy model, which is a collection of fuzzy IF-THEN rules for describing the studied system, is first constructed for the magnetization curve. A procedure consisting of a fuzzy clustering method and a rule processing algorithm is then employed for processing the constructed fuzzy modeling rules to extract the qualitative properties of the curve. The proposed approach is objective in that it can yield the system qualitative features without domain experts’ knowledge. An example is demonstrated to illustrate the qualitative modeling procedure of the magnetization curve.

Recommended Citation

Huang, Pei-Hwa and Chang, Yu-Shuo (2000) "Qualitative Modeling for Magnetization Curve," Journal of Marine Science and Technology: Vol. 8: Iss. 2, Article 1.
DOI: 10.51400/2709-6998.2455
Available at: https://jmstt.ntou.edu.tw/journal/vol8/iss2/1