Existing expert systems have a high percentage agreement with human experts in a particular field in many situations. However, in many ways their overall behavior is not like that of a human expert. These areas include the inability to give flexible, functional explanations of their reasoning processes and the failure to degrade gracefully when dealing with problems at the periphery of their knowledge. These two important shortcomings can be improved when the right knowledge is available to the system. This paper presents an expert system design, called the Integrated Diagnostic Model (IDM), that integrates two sources of knowledge: a shallow, empirically-oriented, experiential knowledge base and a deep, functionally-oriented, physical knowledge base. To demonstrate the IDM's usefulness in the problem area of diagnosis and repair of electrical and mechanical devices, two implementations and our experience with them is described.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    A Second Generation Expert System for Diagnosis and Repair of Mechanical and Electrical Devices


    Weitere Titelangaben:

    Sae Technical Papers


    Beteiligte:
    Lusth, John C. (Autor:in) / Fink, Pamela K. (Autor:in)

    Kongress:

    SAE International Congress and Exposition ; 1986



    Erscheinungsdatum :

    01.03.1986




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Print


    Sprache :

    Englisch




    Learning in second generation expert systems

    Steels,L. / van der Velde,W. / Vrije Univ.Brussel,AI-Lab.,BE | Kraftfahrwesen | 1985



    Vehicle fault diagnosis expert system

    Niu, Zhanjun / Lv, Qingshan / Li, Changting | SPIE | 2024


    An expert system for vibration diagnosis

    Milne,R.W. / Intelligent Applications,GB | Kraftfahrwesen | 1990


    Environment Control System Fault Diagnosis Expert System

    He, Chengjun / Wang, Lili / Yan, Jianlin et al. | Tema Archiv | 2014