收稿日期: 2010-09-01
修回日期: 2010-11-03
网络出版日期: 2011-07-15
基金资助
国家部委预研基金资助
Technology of automatic data discrimination based on CLIPS expert system
Received date: 2010-09-01
Revised date: 2010-11-03
Online published: 2011-07-15
贺宇峰 , 赵光恒 , 吕从民 , 郭丽丽 . 基于CLIPS专家系统的自动数据判读方法[J]. 中国科学院大学学报, 2011 , 28(4) : 505 -513 . DOI: 10.7523/j.issn.2095-6134.2011.4.012
Considering the mass data and complex criterions of payload telemetry, we propose a technology of automatic discrimination for payload telemetry data based on C language integrated production system (CLIPS). This technology realizes not only the descriptions of complex discrimination rules by adopting the expert system language CLIPS but also the dynamic discrimination of telemetry data varying with the state of payloads by introducing finite state machine. Besides, we design the auxiliary learning algorithm of discrimination knowledge by mining rules from frequent patterns and improve the speed of discrimination by using reasoning mechanism of CLIPS. Thus this technology can meet the requirement of data discrimination for payload system test and flight control, and dramatically improves the efficiency and veracity of discrimination.It has been successfully applied to some satellite projects.
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