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Modeling heat distribution with the use of a non-integer order, state space model

Authors :
Oprzędkiewicz Krzysztof
Gawin Edyta
Mitkowski Wojciech
Source :
International Journal of Applied Mathematics and Computer Science, Vol 26, Iss 4, Pp 749-756 (2016)
Publication Year :
2016
Publisher :
Sciendo, 2016.

Abstract

A new, state space, non-integer order model for the heat transfer process is presented. The proposed model is based on a Feller semigroup one, the derivative with respect to time is expressed by the non-integer order Caputo operator, and the derivative with respect to length is described by the non-integer order Riesz operator. Elementary properties of the state operator are proven and a formula for the step response of the system is also given. The proposed model is applied to the modeling of temperature distribution in a one dimensional plant. Results of experiments show that the proposed model is more accurate than the analogical integer order model in the sense of the MSE cost function.

Details

Language :
English
ISSN :
20838492
Volume :
26
Issue :
4
Database :
Directory of Open Access Journals
Journal :
International Journal of Applied Mathematics and Computer Science
Publication Type :
Academic Journal
Accession number :
edsdoj.16501d06a31428f916ec3c1b0c794e8
Document Type :
article
Full Text :
https://doi.org/10.1515/amcs-2016-0052