Diffusion processes identification in cylindrical geometry using fractional models
Creators
- 1. Laboratoire de Conception et Conduite des systemes de Production, Universite Mouloud Mammeri de Tizi Ouzou (Algeria)
- 2. Department of Electrical and Computer Engineering, University of Sharjah (United Arab Emirates)
Description
The fractional differentiation operator is used in order to model the heat transfer at the diffusion interface in homogeneous material. Commensurate and non-commensurate models of different fractional orders are obtained for thermal processes in cylindrical geometry. The parameters of a state space fractional model, including the fractional orders, are identified with an iterative nonlinear programming algorithm, as a result of a quadratic parameter optimization problem in output error formulation. A novel fractional multivariable sensitivity functions model is used to compute the gradient and Hessian expressions needed in the parameter update of the algorithm. The suggested method is applied to numerical simulation data of the heat transfer problem obtained using finite differences. Fractional commensurate and non-commensurate order models of the thermal process are identified. The results are consistent with known mathematical models of interface diffusion processes. It is also shown in the simulation that non-commensurate low order models represent heat transfer data with good accuracy.
Availability note (English)
Available from http://dx.doi.org/10.1088/0031-8949/2009/T136/014013Additional details
Identifiers
Publishing Information
- Journal Title
- Physica Scripta (Online)
- Journal Volume
- 2009
- Journal Issue
- T136
- Journal Page Range
- [6 p.]
- ISSN
- 1402-4896
Conference
- Title
- International workshop on fractional differentiation and its applications
- Acronym
- FDA 08
- Dates
- 5-7 Nov 2008
- Place
- Ankara (Turkey)
INIS
- Country of Publication
- United Kingdom
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 41047945
- Subject category
- S97: MATHEMATICAL METHODS AND COMPUTING;
- Resource subtype / Literary indicator
- Conference
- Descriptors DEI
- ALGORITHMS; COMPUTERIZED SIMULATION; CYLINDRICAL CONFIGURATION; DIFFUSION; ERRORS; FUNCTIONS; GEOMETRY; HEAT TRANSFER; ITERATIVE METHODS; MATHEMATICAL MODELS; NONLINEAR PROGRAMMING; OPTIMIZATION
- Descriptors DEC
- CALCULATION METHODS; CONFIGURATION; ENERGY TRANSFER; MATHEMATICAL LOGIC; MATHEMATICS; SIMULATION