Application of Case-Based Reasoning for Traction Substation Design

The paper analyzes traction substationpsilas structure and spare parts, product main model. It mainly studies the application of case-based reasoning (CBR) in the design of traction substation. The application adopts architecture and object-oriented presentation to represent productpsilas structure and case base. It adopts level-2 indexing to determine searching indexing and standardizes original data to make it suitable for systempsilas similarity calculation. It chooses corresponding similarity model calculation based on data type. It adopts case similarity calculation model with partial and whole similarity integrated and level-2 indexing based on database indexing and nearest algorithm.

[1]  Melody Y. Kiang,et al.  Reasoning by coordination: an integration of case-based and rule-based reasoning systems , 1993, Knowl. Based Syst..

[2]  Janet L. Kolodner,et al.  Case-Based Reasoning , 1989, IJCAI 1989.

[3]  Yun Yang,et al.  Case-based reasoning framework based on data mining technique , 2004, Proceedings of 2004 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.04EX826).

[4]  Paul S. Rosenbloom,et al.  Improving Rule-Based Systems Through Case-Based Reasoning , 1991, AAAI.

[5]  Agnar Aamodt,et al.  Case-Based Reasoning: Foundational Issues, Methodological Variations, and System Approaches , 1994, AI Commun..