{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T21:54:46Z","timestamp":1740174886927,"version":"3.37.3"},"reference-count":23,"publisher":"Wiley","license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"National Key Technologies R&D Program of China","award":["2014BAF05B01","21576127","LR2014008","2014020177","2015TD04"],"award-info":[{"award-number":["2014BAF05B01","21576127","LR2014008","2014020177","2015TD04"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["2014BAF05B01","21576127","LR2014008","2014020177","2015TD04"],"award-info":[{"award-number":["2014BAF05B01","21576127","LR2014008","2014020177","2015TD04"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Program for Liaoning Excellent Talents in University","award":["2014BAF05B01","21576127","LR2014008","2014020177","2015TD04"],"award-info":[{"award-number":["2014BAF05B01","21576127","LR2014008","2014020177","2015TD04"]}]},{"DOI":"10.13039\/501100005047","name":"Natural Science Foundation of Liaoning Province","doi-asserted-by":"publisher","award":["2014BAF05B01","21576127","LR2014008","2014020177","2015TD04"],"award-info":[{"award-number":["2014BAF05B01","21576127","LR2014008","2014020177","2015TD04"]}],"id":[{"id":"10.13039\/501100005047","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Program for Research Special Foundation of University of Science and Technology of Liaoning","award":["2014BAF05B01","21576127","LR2014008","2014020177","2015TD04"],"award-info":[{"award-number":["2014BAF05B01","21576127","LR2014008","2014020177","2015TD04"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Scientific Programming"],"published-print":{"date-parts":[[2015]]},"abstract":"<jats:p>According to the characteristics of grinding process and accuracy requirements of technical indicators, a hybrid multiple soft-sensor modeling method of grinding granularity is proposed based on cuckoo searching (CS) algorithm and hysteresis switching (HS) strategy. Firstly, a mechanism soft-sensor model of grinding granularity is deduced based on the technique characteristics and a lot of experimental data of grinding process. Meanwhile, the BP neural network soft-sensor model and wavelet neural network (WNN) soft-sensor model are set up. Then, the hybrid multiple soft-sensor model based on the hysteresis switching strategy is realized. That is to say, the optimum model is selected as the current predictive model according to the switching performance index at each sampling instant. Finally the cuckoo searching algorithm is adopted to optimize the performance parameters of hysteresis switching strategy. Simulation results show that the proposed model has better generalization results and prediction precision, which can satisfy the real-time control requirements of grinding classification process.<\/jats:p>","DOI":"10.1155\/2015\/146410","type":"journal-article","created":{"date-parts":[[2015,12,27]],"date-time":"2015-12-27T16:01:21Z","timestamp":1451232081000},"page":"1-11","source":"Crossref","is-referenced-by-count":4,"title":["Hybrid Multiple Soft-Sensor Models of Grinding Granularity Based on Cuckoo Searching Algorithm and Hysteresis Switching Strategy"],"prefix":"10.1155","volume":"2015","author":[{"given":"Jie-Sheng","family":"Wang","sequence":"first","affiliation":[{"name":"National Financial Security and System Equipment Engineering Research Center, University of Science & Technology Liaoning, Anshan 114044, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Na-Na","family":"Shen","sequence":"additional","affiliation":[{"name":"School of Electronic and Information Engineering, University of Science & Technology Liaoning, Anshan 114044, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"issue":"5","key":"1","first-page":"613","volume":"31","year":"2010","journal-title":"Journal of Northeastern University"},{"issue":"1","key":"2","first-page":"85","volume":"19","year":"2002","journal-title":"Control Theory and Application"},{"issue":"9","key":"3","first-page":"981","volume":"27","year":"2006","journal-title":"Chinese Journal of Scientific Instrument"},{"issue":"2","key":"4","first-page":"47","volume":"344","year":"2005","journal-title":"Metal Mines"},{"issue":"6","key":"5","first-page":"646","volume":"21","year":"2006","journal-title":"Control and Decision"},{"issue":"3","key":"8","first-page":"438","volume":"28","year":"2011","journal-title":"Control Theory & Applications"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1155\/2013\/456873"},{"key":"10","doi-asserted-by":"publisher","DOI":"10.1504\/ijcat.2007.015255"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1016\/s0007-8506(07)62327-0"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1061\/(asce)0733-9445(2006)132:1(102)"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1080\/00207177208932202"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.1109\/9.880617"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1109\/9.159571"},{"key":"17","first-page":"33","volume":"5","year":"2003","journal-title":"Computer Simulation"},{"key":"18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-02141-6_1"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2012.01.001"},{"key":"21","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2013.08.003"},{"issue":"3","key":"22","doi-asserted-by":"crossref","first-page":"36","DOI":"10.5121\/ijaia.2011.2304","volume":"2","year":"2011","journal-title":"International Journal of Artificial Intelligence & Applications"},{"key":"23","doi-asserted-by":"publisher","DOI":"10.1007\/s00366-011-0241-y"},{"key":"24","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2014.12.020"},{"key":"25","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-014-1502-7"},{"key":"26","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-013-1402-2"},{"key":"27","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2013.10.059"}],"container-title":["Scientific Programming"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/sp\/2015\/146410.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/sp\/2015\/146410.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/sp\/2015\/146410.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,23]],"date-time":"2017-06-23T22:32:57Z","timestamp":1498257177000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.hindawi.com\/journals\/sp\/2015\/146410\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"references-count":23,"alternative-id":["146410","146410"],"URL":"https:\/\/doi.org\/10.1155\/2015\/146410","relation":{},"ISSN":["1058-9244","1875-919X"],"issn-type":[{"type":"print","value":"1058-9244"},{"type":"electronic","value":"1875-919X"}],"subject":[],"published":{"date-parts":[[2015]]}}}