现代制造工程Issue(1)：1-5,5.DOI:10.16731/j.cnki.1671-3133.2018.01.001
基于粗糙集和信息熵的技术成熟度关键技术要素识别方法
Critical technical elements identification of technology readiness based on rough sets and information entropy
摘要
Abstract
Technology readiness has been widely used in complex structure product manufacturing,such as aeronautics and astro-nautics.Critical Technical Element(CTE) identification is the premise and foundation for technology readiness levels evaluation. To improve the deficiencies of traditional CTE identification method which relies on expert experience greatly,requires sufficient information and prior knowledge,has great uncertainty and so on,a new CTE identification method is proposed for the technology readiness levels evaluation which is based on rough set theory and information entropy theory.First,the theory of the attribute sig-nificance in rough sets is introduced to CTE identify,the importance degree of key technology is evaluated using the attribute sig-nificance.Secondly,the information entropy theory is introduced to modify the expert evaluation result for weakening the uncertain factors during the evaluation process.Then,the key technologies in key position of product development are screened out from the technology set using the quantified index of technology importance.Finally,the validity of the method is proved with an instance,the instance shows that the method can offer quantitative importance index of technology with strong operationally,engineering value.关键词
技术成熟度/关键技术要素/粗糙集/信息熵/识别Key words
technology readiness/critical technical elements/rough sets/information entropy/identification分类
航空航天引用本文复制引用
朱永国,陶斌斌,宋利康,於坚华,欧阳平..基于粗糙集和信息熵的技术成熟度关键技术要素识别方法[J].现代制造工程,2018,(1):1-5,5.基金项目
国家自然科学基金项目(51565042) （51565042）
江西省重点研发计划项目(20161BBE53005,20171BBE50007) （20161BBE53005,20171BBE50007）
江西省博士后科研项目(2015KY03) （2015KY03）
