Zobrazeno 1 - 10
of 16
pro vyhledávání: '"Taoyan Zhao"'
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-16 (2024)
Abstract To address the issue of low accuracy in soft sensor modeling of key variables caused by multi-variable coupling and parameter sensitivity in complex processes, this paper introduces a TSK-type-based self-evolving compensatory interval type-2
Externí odkaz:
https://doaj.org/article/eaedfeeaaf7142618e1708e83e83b502
Publikováno v:
Information, Vol 8, Iss 4, p 116 (2017)
Multivariable coupling, nonlinear and large time delays exist in the coil outlet temperature (COT) control system of the ethylene cracking furnace, which make it hard to achieve accurate control over the COT of the furnace in actual production. To so
Externí odkaz:
https://doaj.org/article/775e8ef2c3dd4aba874870a8b8c427f1
Publikováno v:
ISA Transactions. 137:144-159
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::472c4c216b27d9750d8b4ec6ddf34238
https://doi.org/10.1016/j.isatra.2023.01.011
https://doi.org/10.1016/j.isatra.2023.01.011
Publikováno v:
Information Sciences. 629:123-143
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c524602dbfb055b062b4e99b8e65d3d7
https://doi.org/10.1016/j.ins.2023.01.134
https://doi.org/10.1016/j.ins.2023.01.134
Publikováno v:
Processes; Volume 11; Issue 5; Pages: 1304
An interval type-2 fuzzy set and fuzzy Petri net combined risk assessment model for chemical production was proposed to solve the problems of disorganized hierarchy and poorly targeted measures, as well as the requirement for complex equipment associ
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::94a87e4c3bf93cf18492585a97cc73df
Publikováno v:
7th International Symposium on Advances in Electrical, Electronics, and Computer Engineering.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::0ed9a81822ee5f042af39d311ac135b8
https://doi.org/10.1117/12.2639705
https://doi.org/10.1117/12.2639705
Publikováno v:
2nd International Conference on Applied Mathematics, Modelling, and Intelligent Computing (CAMMIC 2022).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::651de18a31ecb45c7beb101fea26a729
https://doi.org/10.1117/12.2639298
https://doi.org/10.1117/12.2639298
Publikováno v:
ISA Transactions. 84:237-246
This study introduces a novel self-organizing recurrent interval type-2 fuzzy neural network (SRIT2FNN) for the construction of a soft sensor model for a complex chemical process. The proposed SRIT2FNN combines interval type-2 fuzzy logic systems (IT
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::76b41f518f43bc555eeb99e8cef3f36e
https://doi.org/10.1016/j.isatra.2018.10.014
https://doi.org/10.1016/j.isatra.2018.10.014
Design of interval type-2 fuzzy fractional order PID controller based on particle swarm optimization
Autor:
Hao Wu, Taoyan Zhao
Publikováno v:
Journal of Physics: Conference Series. 2258:012063
In this paper, an interval type-2 fuzzy fractional order PID controller (IT2F-FOPIDC) based on particle swarm optimization is proposed. The proposed controller has two adjustable degree of freedom parameters, so the control range of the controller pa
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ea63a1d631464eeb7de87c427851a98a
https://doi.org/10.1088/1742-6596/2258/1/012063
https://doi.org/10.1088/1742-6596/2258/1/012063
Publikováno v:
Soft Computing. 23:7215-7228
For the identification and modelling problems of a nonlinear system with complex uncertainties, a self-organising interval type-2 fuzzy neural network structure with asymmetric membership functions (SIT2FNN-AMF) is developed. First, a fuzzy c-means a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b5e879cc857754d318a6ee018a83e80d
https://doi.org/10.1007/s00500-018-3367-7
https://doi.org/10.1007/s00500-018-3367-7