The Use of Case-Based Reasoning in Creating a Prototype for Electromagnetic Device Optimization

The effectiveness of a case-based reasoning system for the preliminary design of electromagnetic (EM) devices is heavily dependent on having a highly competent case base. This allows the design space to be explored faster and high-quality decisions to be made. However, good cases are difficult to find. In this paper, we have developed a competent case base for EM devices through a refined combined competence model described in this paper. This case base involves functional, geometrical, and material information for EM devices. The practical significance of this competence model is validated through investigation of a real-world induction motor case base with high dimensionality.