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CLIPS -based expert system tool embedded kernel Research and Application
Author: DengLinCui
Tutor: LiuSiJiu
School: Harbin Institute of Technology
Course: Electrical Engineering
Keywords: Expert System CLIPS Fuzzy Reasoning Backward reasoning
CLC: TP182
Type: Master's thesis
Year: 2009
Downloads: 116
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Abstract
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An expert system is the most widely used artificial intelligence areas. But at present the practical application of expert system knowledge base and inference engine often appears separation is not thorough enough , reasoning functions not complete and other specific issues , and to consider the field of scientific and engineering methods and knowledge of traditional mathematical reasoning strengths between the actual situation , this paper proposes the development of new embedded expert system tool EEST idea . In view of system reliability and rapidity considerations, this paper open expert system tool CLIPS as a means of achieving EEST kernel , using the fact that the structure in order to customize the presentation CLIPS EEST rule strategy, through pre-developed reasoning process control CLIPS files , and establish EEST new core inference mechanism . CLIPS rules by writing conclusions matching and conditional execution and other operations in order to achieve ESST reverse reasoning , while the same CLIPS rules by writing in the introduction of the concept of certainty , based on Bayesian formula and the total probability formula , fuzzy achieve EEST reasoning . Built ESST support OAV triples , AV fact , three pairs and the fact that direct representation structure to meet the expressed general scientific and engineering problems of actual needs. This selection of VB as the main development language , the establishment of a dynamic link library VB class functions to provide a comprehensive operational EEST various commands embedded functions . In order to facilitate the establishment and use of expert systems , define knowledge base , the initial fact that the output settings, reasoning and interpretation of outcome and process 5 Mnemonic Description EEST user interface file as expounded by the knowledge acquisition machine and machine to achieve EEST help explain Hutchison character description file with CLIPS code file conversions. While discussing EEST operator interface with the user interface to build, Illustrated Dictionary mechanisms under EEST operator interface expert system shell work. Finally, application of DES theory in analog circuit testability analysis and fault diagnosis, fault diagnosis presented normal distribution parameters table , concepts such as failure to achieve accurate partition, and to characterize the probability distribution of the probability density instead of the possibility of failure , establish analog circuit fault diagnosis system ACFDS, as EEST application examples .
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CLC: > Industrial Technology > Automation technology,computer technology > Automated basic theory > Artificial intelligence theory > Expert systems, knowledge engineering
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