Identification of Multimodel LPV Models with Asymmetric Gaussian Weighting Function
Joint Authors
You, Jie
Zhu, Yucai
Sun, Youxian
Lu, Jiangang
Zhu, Jianhua
Yang, Qinmin
Huang, Jiangyin
Source
Journal of Applied Mathematics
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-12-17
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Abstract EN
This paper is concerned with the identification of linear parameter varying (LPV) systems by utilizing a multimodel structure.
To improve the approximation capability of the LPV model, asymmetric Gaussian weighting functions are introduced and compared with commonly used symmetric Gaussian functions.
By this mean, locations of operating points can be selected freely.
It has been demonstrated through simulations with a high purity distillation column that the identified models provide more satisfactory approximation.
Moreover, an experiment is performed on real HVAC (heating, ventilation, and air-conditioning) to further validate the effectiveness of the proposed approach.
American Psychological Association (APA)
You, Jie& Lu, Jiangang& Zhu, Yucai& Yang, Qinmin& Zhu, Jianhua& Huang, Jiangyin…[et al.]. 2013. Identification of Multimodel LPV Models with Asymmetric Gaussian Weighting Function. Journal of Applied Mathematics،Vol. 2013, no. 2013, pp.1-12.
https://search.emarefa.net/detail/BIM-502420
Modern Language Association (MLA)
You, Jie…[et al.]. Identification of Multimodel LPV Models with Asymmetric Gaussian Weighting Function. Journal of Applied Mathematics No. 2013 (2013), pp.1-12.
https://search.emarefa.net/detail/BIM-502420
American Medical Association (AMA)
You, Jie& Lu, Jiangang& Zhu, Yucai& Yang, Qinmin& Zhu, Jianhua& Huang, Jiangyin…[et al.]. Identification of Multimodel LPV Models with Asymmetric Gaussian Weighting Function. Journal of Applied Mathematics. 2013. Vol. 2013, no. 2013, pp.1-12.
https://search.emarefa.net/detail/BIM-502420
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-502420