Parameter estimation of the fractional-order Hammerstein–Wiener model using simplified refined instrumental variable fractional-order continuous time
- Submitting institution
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University of Wolverhampton
- Unit of assessment
- 12 - Engineering
- Output identifier
- 583
- Type
- D - Journal article
- DOI
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10.1049/iet-cta.2017.0284
- Title of journal
- IET Control Theory & Applications
- Article number
- -
- First page
- 2591
- Volume
- 11
- Issue
- 15
- ISSN
- 1751-8644
- Open access status
- Compliant
- Month of publication
- July
- Year of publication
- 2017
- URL
-
-
- Supplementary information
-
-
- Request cross-referral to
- -
- Output has been delayed by COVID-19
- No
- COVID-19 affected output statement
- -
- Forensic science
- No
- Criminology
- No
- Interdisciplinary
- No
- Number of additional authors
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3
- Research group(s)
-
-
- Proposed double-weighted
- No
- Reserve for an output with double weighting
- No
- Additional information
- Building on the novel fractional order bilinear model, this paper was the first to deal with fractional order continuous time models for Hammerstein-Weiner models using the well-established simplified refined instrumental variables (SRIV) approach. This paper is significant because it demonstrated the efficacy of the fractional order modelling approach for obtaining low order models for complex nonlinear systems. Use of SRIV is well documented in the literature but the extension to Hammerstein-Weiner models has wide applicability to practical industrial systems. The approach has application in enhancing energy efficiency of industrial scale heating ventilation and air conditioning systems.
- Author contribution statement
- -
- Non-English
- No
- English abstract
- -