{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T10:55:39Z","timestamp":1761648939338,"version":"3.41.2"},"reference-count":49,"publisher":"Wiley","issue":"1","license":[{"start":{"date-parts":[[2021,10,7]],"date-time":"2021-10-07T00:00:00Z","timestamp":1633564800000},"content-version":"vor","delay-in-days":279,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61603164","61803189","62025303"],"award-info":[{"award-number":["61603164","61803189","62025303"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007620","name":"Department of Education of Liaoning Province","doi-asserted-by":"publisher","award":["JJL202015406"],"award-info":[{"award-number":["JJL202015406"]}],"id":[{"id":"10.13039\/501100007620","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Complexity"],"published-print":{"date-parts":[[2021,1]]},"abstract":"<jats:p>In this paper, an adaptive neural network control method is described to stabilize a continuous stirred tank reactor (CSTR) subject to unknown time\u2010varying delays and full state constraints. The unknown time delay and state constraints problem of the concentration in the reactor seriously affect the input\u2010output ratio and stability of the entire system. Therefore, the design difficulty of this control scheme is how to debar the effect of time delay in CSTR systems. To deal with time\u2010varying delays, Lyapunov\u2013Krasovskii functionals (LKFs) are utilized in the adaptive controller design. The convergence of the tracking error to a small compact set without violating the constraints can be identified by the time\u2010varying logarithm barrier Lyapunov function (LBLF). Finally, the simulation results on CSTR are shown to reveal the validity of the developed control strategy.<\/jats:p>","DOI":"10.1155\/2021\/9948044","type":"journal-article","created":{"date-parts":[[2021,10,7]],"date-time":"2021-10-07T23:28:14Z","timestamp":1633649294000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Adaptive Neural Control and Modeling for Continuous Stirred Tank Reactor with Delays and Full State Constraints"],"prefix":"10.1155","volume":"2021","author":[{"given":"Dongjuan","family":"Li","sequence":"first","affiliation":[]},{"given":"Dongxing","family":"Wang","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3843-1917","authenticated-orcid":false,"given":"Ying","family":"Gao","sequence":"additional","affiliation":[]}],"member":"311","published-online":{"date-parts":[[2021,10,7]]},"reference":[{"key":"e_1_2_9_1_2","doi-asserted-by":"publisher","DOI":"10.1109\/21.260667"},{"key":"e_1_2_9_2_2","doi-asserted-by":"publisher","DOI":"10.1109\/tnn.2002.1000144"},{"key":"e_1_2_9_3_2","doi-asserted-by":"publisher","DOI":"10.1109\/tnnls.2018.2890699"},{"key":"e_1_2_9_4_2","doi-asserted-by":"publisher","DOI":"10.1109\/tsmc.2019.2894745"},{"key":"e_1_2_9_5_2","doi-asserted-by":"publisher","DOI":"10.1109\/tcyb.2020.2977175"},{"key":"e_1_2_9_6_2","doi-asserted-by":"publisher","DOI":"10.1109\/JAS.2020.1003596"},{"key":"e_1_2_9_7_2","doi-asserted-by":"publisher","DOI":"10.1007\/s11432-019-2680-1"},{"key":"e_1_2_9_8_2","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.2986281"},{"key":"e_1_2_9_9_2","doi-asserted-by":"publisher","DOI":"10.1007\/s11432-012-4695-3"},{"key":"e_1_2_9_10_2","doi-asserted-by":"publisher","DOI":"10.1109\/tfuzz.2020.2982618"},{"key":"e_1_2_9_11_2","doi-asserted-by":"publisher","DOI":"10.1109\/tnnls.2020.3003950"},{"key":"e_1_2_9_12_2","doi-asserted-by":"publisher","DOI":"10.1007\/s11424-020-8198-9"},{"key":"e_1_2_9_13_2","doi-asserted-by":"publisher","DOI":"10.1016\/s1385-8947(99)00108-4"},{"key":"e_1_2_9_14_2","doi-asserted-by":"publisher","DOI":"10.1016\/s0959-1524(99)00065-7"},{"key":"e_1_2_9_15_2","doi-asserted-by":"crossref","unstructured":"GaoR. 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