A toolbox for fast model-based diagnosis
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abstract: This paper describes the MFM Toolbox, a program which implements threemodel-based diagnostic algorithms: measurement validation, alarmanalysis, and fault diagnosis. The algorithms are based on explicitmodeling of goals and functions using multilelvel flow modelingconcepts, and they are well-suited for problems where hard real-timebehavior, speed, precise worst-case time information, and integrationwith conventional software are needed. The program provides the userwith data structures, an intelligent graphical editor, and a modeldata file system using a general ASCII representation. It is writtenin C and runs on Macintosh systems. The graphical editor and the MFMmodels make it easy to build a knowledge database, and the simplicity,efficiency, and portability of the algorithms allow the constructeddatabase to be used in conventional monitoring and control systems.
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| Abstract | This paper describes the MFM Toolbox, a pr … This paper describes the MFM Toolbox, a program which implements threemodel-based diagnostic algorithms: measurement validation, alarmanalysis, and fault diagnosis. The algorithms are based on explicitmodeling of goals and functions using multilelvel flow modelingconcepts, and they are well-suited for problems where hard real-timebehavior, speed, precise worst-case time information, and integrationwith conventional software are needed. The program provides the userwith data structures, an intelligent graphical editor, and a modeldata file system using a general ASCII representation. It is writtenin C and runs on Macintosh systems. The graphical editor and the MFMmodels make it easy to build a knowledge database, and the simplicity,efficiency, and portability of the algorithms allow the constructeddatabase to be used in conventional monitoring and control systems. nventional monitoring and control systems. |
| Author | Jan Eric Larsson + |
| Bibtype | techreport + |
| Institution | Knowledge Systems, AI Laboratory + |
| Key | KSL-95-08 + |
| Month | January + |
| Number | KSL-95-08 + |
| Tag | Computer science + |
| Title | A Toolbox for Fast Model-Based Diagnosis + |
| Tr id | KSL-95-08 + |
| Year | 1995 + |
