Abstract
Many problems in manufacturing cannot be completely covered by theoretical models but can only be solved with the help of experience. This paper presents a case-based reasoning approach towards systems that learn from experience. A case-based decision support system for design aids the designing engineer to choose working principles for functions of a product based on prior experiences with them. A diagnostic system supports fault detection on the shop floor. The two systems work together, forming quality control loops breaking from taylorism. A prototypical implementation to evaluate the concept was built up for the domain of injection mold design and the injection molding process.
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