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To solve these issues, we apply an ontology and rule reasoning method to design an ontology-based environmental effectiveness knowledge application system. The system comprises four layers: ontology, reasoning, data storage, and knowledge application. With the use of this system, specific measures for possible product failures caused by the environment can be deduced on the basis of the existing environment and failure data. This system can satisfy the requirements for extracting useful environmental effectiveness knowledge from large data to assist reliability designers in realizing complete reliability designs. A semi-intelligent analysis for environmental effectiveness can be applied to reliability analysis and design works. Finally, a case study of a rubber seal for environment protection design is presented to illustrate the applications of the system.<\/jats:p>","DOI":"10.1115\/1.4034129","type":"journal-article","created":{"date-parts":[[2016,7,14]],"date-time":"2016-07-14T21:01:00Z","timestamp":1468530060000},"update-policy":"https:\/\/doi.org\/10.1115\/crossmarkpolicy-asme","source":"Crossref","is-referenced-by-count":5,"title":["Ontology-Based Environmental Effectiveness Knowledge Application System for Optimal Reliability Design"],"prefix":"10.1115","volume":"17","author":[{"given":"Yu","family":"Li","sequence":"first","affiliation":[{"name":"School of Reliability and Systems Engineering, Beihang University, No. 37 XueYuan Road, Haidian, Beijing 100191, China e-mail:"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bo","family":"Sun","sequence":"additional","affiliation":[{"name":"School of Reliability and Systems Engineering, Beihang University, No. 37 XueYuan Road, Haidian, Beijing 100191, China e-mail:"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zili","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Reliability and Systems Engineering, Beihang University, No. 37 XueYuan Road, Haidian, Beijing 100191, China e-mail:"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yi","family":"Ren","sequence":"additional","affiliation":[{"name":"School of Reliability and Systems Engineering, Beihang University, No. 37 XueYuan Road, Haidian, Beijing 100191, China e-mail:"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"33","published-online":{"date-parts":[[2016,11,7]]},"reference":[{"issue":"10","key":"2019100600514071900_bib1","doi-asserted-by":"publisher","first-page":"1723","DOI":"10.1016\/j.polymdegradstab.2008.07.011","article-title":"Degradation Issues of Polymer Materials Used in Railway Field","volume":"93","year":"2008","journal-title":"Polym. 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