Applying case-based reasoning: techniques for enterprise systems
Applying case-based reasoning: techniques for enterprise systems
Case-Based Reasoning: Experiences, Lessons and Future Directions
Case-Based Reasoning: Experiences, Lessons and Future Directions
Developing Industrial Case-Based Reasoning Applications: The Inreca Methodology
Developing Industrial Case-Based Reasoning Applications: The Inreca Methodology
Case-Based Learning: Beyond Classification of Feature Vectors
ECML '97 Proceedings of the 9th European Conference on Machine Learning
Active Delivery for Lessons Learned Systems
EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
Integrating Information Resources: A Case Study of Engineering Design Support
ICCBR '99 Proceedings of the Third International Conference on Case-Based Reasoning and Development
ICARUS: Design and Deployment of a Case-Based Reasoning System for Locomotive Diagnostics
ICCBR '99 Proceedings of the Third International Conference on Case-Based Reasoning and Development
Capturing Lessons Learned for Variation Reduction in an Automotive Assembly Plant
Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference
PAKM '02 Proceedings of the 4th International Conference on Practical Aspects of Knowledge Management
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Dimensional management is a form of quality assurance for the manufacture of mechanical structures, such as vehicle bodies. Establishing and maintaining dimensional control is a process of adjusting complex machinery for environmental and material changes to manufacture product to specifications within very small tolerances. It involves constant monitoring of the process as well as responding to crises. A good deal of undocumented "folk wisdom" is built up by the dimensional management teams on how to diagnosis and cure problems, but this knowledge tends to be lost over time (people can't remember, people move on) and is rarely shared from shop to shop. Our project involves establishing a case-based diagnostic system for dimensional-management problems, which can also serve as a system for systematically documenting solved dimensional-control problems. It is intended that this documentation should be meaningful over time and be shareable between plants. The project includes defining a workable case structure and matching ontology, especially to establish the context and generic language to accomplish this. A prototype system has been launched in a vehicle assembly plant.