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Knowledge Access Based on the Rough Set Theory

HAN Yan-ling YANG Bing-ru CAO Shou-qi

国际设备工程与管理(英文版)2005,Vol.10Issue(3):177-182,6.
国际设备工程与管理(英文版)2005,Vol.10Issue(3):177-182,6.

Knowledge Access Based on the Rough Set Theory

Knowledge Access Based on the Rough Set Theory

HAN Yan-ling 1YANG Bing-ru 1CAO Shou-qi2

作者信息

  • 1. Knowledge Engineering Institute, University of Science and Technology Beijing, Beijing 100083, P. R. China
  • 2. Shanghai University CIMS and Robot Center, Shanghai University, Shanghai 200072, P. R. China
  • 折叠

摘要

Abstract

During the procedure of fault diagnosis for large-scale complicated equipment, the existence of redundant and fuzzy information results in the difficulty of knowledge access. Aiming at this characteristic, this paper brought forth the Rough Set (RS) theory to the field of fault diagnosis. By means of the RS theory which is predominant in the way of dealing with fuzzy and uncertain information,knowledge access about fault diagnosis was realized. The foundation ideology of the RS theory was exhausted in detail, an amended RS algorithm was proposed, and the process model of knowledge access based on the amended RS algorithm was researched. Finally, we verified the correctness and the practicability of this method during the procedure of knowledge access.

关键词

rough set/knowledge access/feature reduction/fault diagnosis

Key words

rough set/knowledge access/feature reduction/fault diagnosis

分类

通用工业技术

引用本文复制引用

HAN Yan-ling,YANG Bing-ru,CAO Shou-qi..Knowledge Access Based on the Rough Set Theory[J].国际设备工程与管理(英文版),2005,10(3):177-182,6.

基金项目

This paper is supported by the Shanghai Science and Technology Development Foundation( No. 005111070) ( No. 005111070)

国际设备工程与管理(英文版)

1007-4546

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