{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,30]],"date-time":"2025-07-30T15:01:14Z","timestamp":1753887674710,"version":"3.41.2"},"reference-count":29,"publisher":"Wiley","issue":"1","license":[{"start":{"date-parts":[[2019,2,11]],"date-time":"2019-02-11T00:00:00Z","timestamp":1549843200000},"content-version":"vor","delay-in-days":41,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100003453","name":"Natural Science Foundation of Guangdong Province","doi-asserted-by":"publisher","award":["2018A030313331"],"award-info":[{"award-number":["2018A030313331"]}],"id":[{"id":"10.13039\/501100003453","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Complexity"],"published-print":{"date-parts":[[2019,1]]},"abstract":"<jats:p>Shape memory alloy\u2010 (SMA\u2010) based actuators are widely applied in the compliant actuating systems. However, the measured data of the SMA\u2010based compliant actuating system reveal the input\u2010output hysteresis behavior, and the actuating precision of the compliant actuating system could be degraded by such hysteresis nonlinearities. To characterize such nonlinearities in the SMA\u2010based compliant actuator precisely, a Jiles\u2010Atherton model is adopted in this paper, and a modified particle swarm optimization (MPSO) algorithm is proposed to identify the parameters in the Jiles\u2010Atherton model, which is a combination of several differential nonlinear equations. Compared with the basic PSO identification algorithm, the designed MPSO algorithm can reduce the local optimum problem so that the Jiles\u2010Atherton model with the identified parameters can show good agreements with the measured experimental data. The good capture ability of the proposed identification algorithm is also examined through the comparisons with Jiles\u2010Atherton model using the basic PSO identification algorithm.<\/jats:p>","DOI":"10.1155\/2019\/7465461","type":"journal-article","created":{"date-parts":[[2019,2,11]],"date-time":"2019-02-11T23:39:35Z","timestamp":1549928375000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":15,"title":["Jiles\u2010Atherton Based Hysteresis Identification of Shape Memory Alloy\u2010Actuating Compliant Mechanism via Modified Particle Swarm Optimization Algorithm"],"prefix":"10.1155","volume":"2019","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5425-8379","authenticated-orcid":false,"given":"Le","family":"Chen","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1860-5679","authenticated-orcid":false,"given":"Ying","family":"Feng","sequence":"additional","affiliation":[]},{"given":"Rui","family":"Li","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7381-9760","authenticated-orcid":false,"given":"Xinkai","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Hui","family":"Jiang","sequence":"additional","affiliation":[]}],"member":"311","published-online":{"date-parts":[[2019,2,11]]},"reference":[{"key":"e_1_2_10_1_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-84800-241-8_88"},{"key":"e_1_2_10_2_2","doi-asserted-by":"publisher","DOI":"10.1109\/70.481753"},{"key":"e_1_2_10_3_2","doi-asserted-by":"publisher","DOI":"10.1109\/TRO.2016.2539373"},{"key":"e_1_2_10_4_2","article-title":"Design and evaluation of a shape memory alloy-based tendon driven actuation system for biomimetic artificial fingers","volume":"2","author":"Bundhoo V.","year":"2012","journal-title":"Computer Scientists"},{"key":"e_1_2_10_5_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.sna.2015.01.016"},{"key":"e_1_2_10_6_2","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/4160504"},{"key":"e_1_2_10_7_2","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2016.2523921"},{"key":"e_1_2_10_8_2","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2016.2573270"},{"key":"e_1_2_10_9_2","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2017.2694020"},{"key":"e_1_2_10_10_2","doi-asserted-by":"publisher","DOI":"10.1109\/TMECH.2018.2817589"},{"key":"e_1_2_10_11_2","doi-asserted-by":"publisher","DOI":"10.1109\/TCST.2008.922506"},{"key":"e_1_2_10_12_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.sna.2012.05.017"},{"key":"e_1_2_10_13_2","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2018.2803773"},{"key":"e_1_2_10_14_2","doi-asserted-by":"publisher","DOI":"10.1088\/0964-1726\/12\/2\/310"},{"key":"e_1_2_10_15_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2015.11.009"},{"key":"e_1_2_10_16_2","doi-asserted-by":"publisher","DOI":"10.1088\/0022-3727\/34\/4\/312"},{"key":"e_1_2_10_17_2","doi-asserted-by":"publisher","DOI":"10.2172\/6911694"},{"key":"e_1_2_10_18_2","doi-asserted-by":"publisher","DOI":"10.1002\/acs.2790"},{"key":"e_1_2_10_19_2","doi-asserted-by":"publisher","DOI":"10.5194\/ms-9-177-2018"},{"key":"e_1_2_10_20_2","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2840538"},{"key":"e_1_2_10_21_2","doi-asserted-by":"publisher","DOI":"10.1109\/20.119813"},{"key":"e_1_2_10_22_2","unstructured":"ChwastekK.andSzczyglowskiJ. Estimation methods for the Jiles-Atherton model parameters A review Proceedings of the 2nd Symposium on Applied Electromagnetics Poland 2008 33\u201340."},{"key":"e_1_2_10_23_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.sna.2017.05.009"},{"key":"e_1_2_10_24_2","doi-asserted-by":"crossref","unstructured":"KennedyJ.andEberhartR. Particle swarm optimization 4 Proceedings of the IEEE International Conference on Neural Networks (ICNN \u201995) November-December 1995 Perth Western Australia 1942\u20131948 https:\/\/doi.org\/10.1109\/ICNN.1995.488968 2-s2.0-0029535737.","DOI":"10.1109\/ICNN.1995.488968"},{"key":"e_1_2_10_25_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.chemolab.2015.08.020"},{"key":"e_1_2_10_26_2","doi-asserted-by":"publisher","DOI":"10.1023\/A:1016568309421"},{"key":"e_1_2_10_27_2","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/1872493"},{"key":"e_1_2_10_28_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0921-4526(99)00766-8"},{"key":"e_1_2_10_29_2","doi-asserted-by":"crossref","unstructured":"ShiY.andEberhartR. A modified particle swarm optimizer Proceedings of the IEEE International Conference on Evolutionary Computation and IEEE World Congress on Computational Intelligence May 1998 Anchorage AK USA 69\u201373 (Cat. No.98TH8360) https:\/\/doi.org\/10.1109\/ICEC.1998.699146 Zbl1191.68833.","DOI":"10.1109\/ICEC.1998.699146"}],"container-title":["Complexity"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/complexity\/2019\/7465461.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/complexity\/2019\/7465461.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1155\/2019\/7465461","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,7]],"date-time":"2024-08-07T12:02:58Z","timestamp":1723032178000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1155\/2019\/7465461"}},"subtitle":[],"editor":[{"given":"Andy","family":"Annamalai","sequence":"additional","affiliation":[]}],"short-title":[],"issued":{"date-parts":[[2019,1]]},"references-count":29,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2019,1]]}},"alternative-id":["10.1155\/2019\/7465461"],"URL":"https:\/\/doi.org\/10.1155\/2019\/7465461","archive":["Portico"],"relation":{},"ISSN":["1076-2787","1099-0526"],"issn-type":[{"type":"print","value":"1076-2787"},{"type":"electronic","value":"1099-0526"}],"subject":[],"published":{"date-parts":[[2019,1]]},"assertion":[{"value":"2018-08-16","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2019-01-18","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2019-02-11","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"7465461"}}