Integrated Reasoning Approach for Car Faulty Diagnosis
Commenced in January 2007
Frequency: Monthly
Edition: International
Paper Count: 32797
Integrated Reasoning Approach for Car Faulty Diagnosis

Authors: Diana M.L. Wong

Abstract:

This paper presents an integrated case based and rule based reasoning method for car faulty diagnosis. The reasoning method is done through extracting the past cases from the Proton Service Center while comparing with the preset rules to deduce a diagnosis/solution to a car service case. New cases will be stored to the knowledge base. The test cases examples illustrate the effectiveness of the proposed integrated reasoning. It has proven accuracy of similar reasoning if carried out by a service advisor from the service center.

Keywords: component; case based reasoning (CBR), rule basedreasoning (RBR), decision support systems, diagnosis tool.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1078979

Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 1869

References:


[1] Conor Hayes, Barry Smith, "A Case-Based Reasoning View of Automated Collaborative Filtering"
[2] Mr. L. Derere, "Case-Based Reasoning: Diagnosis of Faults in Complex Systems Through Reuse of Experience"
[3] J. Daengdej, D.Lukose, R. Murison, "Using Statistical Models and Case-Based Reasoning in Claims Prediction: Experience From a Real- World Problem. Knowledge-Based Systems 12" (1999) (pp 239-245)
[4] Agnar Aamodt, Enric Plaza (1994). Case-based Reasoning: Foundational Issues, Methodological Variations, and Systems Approaches. Artificial Intelligence Communications, IOS Press, (Vol 7: 1, pp 39-59).
[5] Hamdi Berenji, Yan Wang, Abhi Saxena, "Dynamic Case-Based Reasoning in Fault Diagnosis and Prognosis"
[6] Ramon Lopez de Mantaras, Enric Plaza, "Case-Based Reasoning: An Overview"
[7] Cindy Marling, Edwina Rissland, Agnar Aamodt, "Integrations with Case-Based Reasoning"
[8] Alexander Eremeev, Pavel Varshavskiy, "Case-Based Reasoning Method for Real-Time Expert Diagnostics Systems"
[9] Frederick Hayes-Roth, "Rule-Based Systems. Communications of the ACM (1985) (Vol 28: No 9)
[10] James Bowen, Uma Kumar, "Knowledge-based Technology Transfer: Hybrid Architecture of Rules, Case-Based Reasoning and Neural Nets
[11] Robert T.H. Chi, Melody Y. Kiang, "An Integrated Approach of Rule- Based and Case-Based Reasoning for Decision Support"
[12] Ahmad T. Al-Taani, "An Expert System for Car Failure Diagnosis"
[13] Edwina Rissland, David Skalak, "Combining Case-Based and Rule- Based Reasoning: A Heuristic Approach"
[14] Kamalendu Pal, John A Campbell, " An Application of Rule-Based and Case-Based Reasoning within a Single Legal Knowledge-Based System"
[15] Andreas Hanemann, "A Hybrid Rule-Based/Case-Based Reasoning Approach for Service Fault Diagnosis"
[16] Andrew Golding, Paul Rosenbloom, "Improving Rule-Based Systems through Case-Based Reasoning"