Case-based planning: viewing planning as a memory task
Case-based planning: viewing planning as a memory task
Applying analogical problem solving to mechanical design
Computer-Aided Design
Case-based reasoning: a research paradigm
AI Magazine
Retrieval strategies in a case-based design system
Artificial intelligence in engineering design (Vol. II)
CADET: a case-based synthesis tool for engineering design
International Journal of Expert Systems - Special issue on case-based reasoning
Case-based reasoning
Case-Based Reasoning: Experiences, Lessons and Future Directions
Case-Based Reasoning: Experiences, Lessons and Future Directions
Case-Based Reasoning in Design
Case-Based Reasoning in Design
Inside Case-Based Reasoning
Applying Case-Based Reasoning to Autoclave Loading
IEEE Expert: Intelligent Systems and Their Applications
Developing Case-Based Reasoning for Structural Design
IEEE Expert: Intelligent Systems and Their Applications
Knowledge-Based Scheduling Systems in Industry and Medicine
IEEE Expert: Intelligent Systems and Their Applications
A Constraint-Based Scheduler for Batch Manufacturing
IEEE Expert: Intelligent Systems and Their Applications
Guest Editors' Introduction: Understanding the Nature of Design
IEEE Expert: Intelligent Systems and Their Applications
Case-Based Reasoning in Design
IEEE Expert: Intelligent Systems and Their Applications
Functional Reasoning in Design
IEEE Expert: Intelligent Systems and Their Applications
Configuration-Design Problem Solving
IEEE Expert: Intelligent Systems and Their Applications
Design, Analogy, and Creativity
IEEE Expert: Intelligent Systems and Their Applications
Design Rationale Systems: Understanding the Issues
IEEE Expert: Intelligent Systems and Their Applications
Decision-making on pipe stress analysis enabled by knowledge-based systems
Knowledge and Information Systems
Object-oriented case-based reasoning system for new product development
IMSA '07 Proceedings of the Eleventh IASTED International Conference on Internet and Multimedia Systems and Applications
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Case-based reasoning (CBR) is a promising methodology for solving many complex engineering design problems. CBR employs past problem-solving experiences when solving new problems. This paper presents a case study of how to apply CBR to a specific engineering problem: mechanical bearing design. A system is developed that retrieves previous design cases from a case repository and uses adaptation techniques to modify them to satisfy the current problem requirements. The approach combines both parametric and constraint satisfaction adaptations. Parametric adaptation considers not only parameter substitution but also the interrelationships between the problem definition and its solution. Constraint satisfaction provides a method to globally check the design requirements to assess case adaptability. Currently, our system has been implemented and tested in the domain of rolling bearings. This work serves as a template for application of CBR techniques to realistic engineering problems.