Truong, N.-V. and Hiep, N.T. (2013) Identification of a gas furnace process using WSDP model. In: 2nd International Conference on Control, Automation and Information Sciences, ICCAIS 2013, 25 November 2013 through 28 November 2013, Nha Trang.
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Abstract
This paper presents the identification of a gas furnace process using the so called wavelet based State Dependent Parameter (WSDP) models. Here, each of the process' dominant dynamics are characterized by a state dependent parameter in form of wavelet which is able to provide valuable insight, and effective means to measure the system's degree of nonlinearity. To illustrate the advantages of the proposed modeling approach, the identified model is benchmarked with a few welknown reported results, i.e. fuzzy logic, generalised kernel and linear ARX models. © 2013 IEEE.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Divisions: | Faculties > Faculty of Control Engineering |
| Identification Number: | 10.1109/ICCAIS.2013.6720549 |
| Uncontrolled Keywords: | Fuzzy logic; Information science; Wavelet analysis; Degree of non-linearity; Furnace process; Linear ARX model; Model approach; State-dependent parameters; Identification (control systems) |
| Additional Information: | Conference code: 102727. Language of original document: English. |
| URI: | http://eprints.lqdtu.edu.vn/id/eprint/10077 |
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