{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,13]],"date-time":"2025-09-13T15:56:19Z","timestamp":1757778979122,"version":"3.37.3"},"reference-count":13,"publisher":"Wiley","license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Journal of Control Science and Engineering"],"published-print":{"date-parts":[[2017]]},"abstract":"<jats:p>The relationship between fault phenomenon and fault cause is always nonlinear, which influences the accuracy of fault location. And neural network is effective in dealing with nonlinear problem. In order to improve the efficiency of uncertain fault diagnosis based on neural network, a neural network fault diagnosis method based on rule base is put forward. At first, the structure of BP neural network is built and the learning rule is given. Then, the rule base is built by fuzzy theory. An improved fuzzy neural construction model is designed, in which the calculated methods of node function and membership function are also given. Simulation results confirm the effectiveness of this method.<\/jats:p>","DOI":"10.1155\/2017\/8132528","type":"journal-article","created":{"date-parts":[[2017,1,12]],"date-time":"2017-01-12T16:41:52Z","timestamp":1484239312000},"page":"1-7","source":"Crossref","is-referenced-by-count":3,"title":["Research on Fault Diagnosis Method Based on Rule Base Neural Network"],"prefix":"10.1155","volume":"2017","author":[{"given":"Zheng","family":"Ni","sequence":"first","affiliation":[{"name":"Air and Missile Defense College, Air Force Engineering University, Xi\u2019an 710051, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhang","family":"Lin","sequence":"additional","affiliation":[{"name":"Air and Missile Defense College, Air Force Engineering University, Xi\u2019an 710051, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6795-1140","authenticated-orcid":true,"given":"Wang","family":"Wenfeng","sequence":"additional","affiliation":[{"name":"Air and Missile Defense College, Air Force Engineering University, Xi\u2019an 710051, China"},{"name":"The 302ed Institute of the Tenth Academy of China Aerospace Science & Industry Corporation, Guiyang, Guizhou 550002, China"},{"name":"School of Automation Science and Electrical Engineering, Beihang University, Beijing 100191, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhang","family":"Bo","sequence":"additional","affiliation":[{"name":"Air and Missile Defense College, Air Force Engineering University, Xi\u2019an 710051, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Liu","family":"Yongjin","sequence":"additional","affiliation":[{"name":"Air and Missile Defense College, Air Force Engineering University, Xi\u2019an 710051, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhang","family":"Dajiang","sequence":"additional","affiliation":[{"name":"Air and Missile Defense College, Air Force Engineering University, Xi\u2019an 710051, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"doi-asserted-by":"publisher","key":"1","DOI":"10.3724\/sp.j.1004.2009.00748"},{"year":"2013","key":"2"},{"doi-asserted-by":"publisher","key":"3","DOI":"10.1007\/978-3-658-05807-4"},{"doi-asserted-by":"publisher","key":"4","DOI":"10.1080\/21642583.2013.873745"},{"issue":"1","key":"5","first-page":"19","volume":"20","year":"2000","journal-title":"Journal of Vibration, Measurement & Diagnosis"},{"doi-asserted-by":"publisher","key":"6","DOI":"10.1109\/72.363452"},{"issue":"6","key":"7","first-page":"97","year":"2006","journal-title":"Journal of Shandong Institute of Commerce and Technology"},{"issue":"25","key":"8","first-page":"47","year":"2008","journal-title":"Computer Simulation"},{"issue":"3","key":"9","first-page":"60","year":"2007","journal-title":"Radar & ECM"},{"issue":"26","key":"10","first-page":"32","year":"2006","journal-title":"Journal of Hubei Engineering University"},{"year":"1997","key":"12"},{"doi-asserted-by":"publisher","key":"11","DOI":"10.1016\/S0893-6080(99)00072-6"},{"year":"2005","key":"14"}],"container-title":["Journal of Control Science and Engineering"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/jcse\/2017\/8132528.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/jcse\/2017\/8132528.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/jcse\/2017\/8132528.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,1,12]],"date-time":"2017-01-12T16:41:52Z","timestamp":1484239312000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/jcse\/2017\/8132528\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"references-count":13,"alternative-id":["8132528","8132528"],"URL":"https:\/\/doi.org\/10.1155\/2017\/8132528","relation":{},"ISSN":["1687-5249","1687-5257"],"issn-type":[{"type":"print","value":"1687-5249"},{"type":"electronic","value":"1687-5257"}],"subject":[],"published":{"date-parts":[[2017]]}}}