The application of fractional-order models for thermal process modelling inside buildings

被引:13
|
作者
Dlugosz, Marek [1 ]
Skruch, Pawel [1 ]
机构
[1] AGH Univ Sci & Technol, Dept Automat & Biomed Engn, Al Mickiewicza 30-B1 P 303, PL-30059 Krakow, Poland
关键词
Identification; fractional derivative; modelling; thermovision; APPROXIMATION;
D O I
10.1177/1744259115591251
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
This article presents one of the applications of fractional-order models in modelling the dynamics of air temperature changes in residential spaces. The characteristics of these models include the order of the derivative which is a real number and, in more general cases, a complex number. These models are a further generalization of the traditional dynamic model but, thanks to the fact that derivatives are not real numbers, they can be used to model dynamics of much more complex physical phenomena. This article undertakes to identify the parameters of the fractional-order model which models the dynamics of air temperature changes inside buildings. Measurement data which were registered during experiment were used in the identification process.
引用
收藏
页码:440 / 451
页数:12
相关论文
共 50 条
  • [1] Fractional order modelling of fractional-order holds
    Tenreiro Machado, J. A.
    NONLINEAR DYNAMICS, 2012, 70 (01) : 789 - 796
  • [2] Fractional order modelling of fractional-order holds
    J. A. Tenreiro Machado
    Nonlinear Dynamics, 2012, 70 : 789 - 796
  • [3] Fractional-order models: A new stage in modelling and control
    Podlubny, I
    SYSTEM STRUCTURE AND CONTROL 1998 (SSC'98), VOLS 1 AND 2, 1998, : 215 - 219
  • [4] A General Fractional-Order Thermal Model for Buildings and Its Properties
    Skruch, Pawel
    ADVANCES IN THE THEORY AND APPLICATIONS OF NON-INTEGER ORDER SYSTEMS, 2013, 257 : 213 - 220
  • [5] Diffusion process modeling by using fractional-order models
    Sierociuk, Dominik
    Skovranek, Tomas
    Macias, Michal
    Podlubny, Igor
    Petras, Ivo
    Dzielinski, Andrzej
    Ziubinski, Pawel
    APPLIED MATHEMATICS AND COMPUTATION, 2015, 257 : 2 - 11
  • [6] Fractional-Order Models of the Ultracapacitors
    Skruch, Pawel
    Mitkowski, Wojciech
    ADVANCES IN THE THEORY AND APPLICATIONS OF NON-INTEGER ORDER SYSTEMS, 2013, 257 : 281 - 293
  • [7] Fractional order models for system identification of thermal dynamics of buildings
    Chen, Lin
    Basu, Biswajit
    McCabe, David
    ENERGY AND BUILDINGS, 2016, 133 : 381 - 388
  • [8] Fractional-order modelling of epoxy resin
    Machado, J. A. Tenreiro
    Lopes, Antonio M.
    de Camposinhos, Rui
    PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2020, 378 (2172):
  • [9] Application of Fractional-Order Controller
    Gertner, Magdalena
    NON-INTEGER ORDER CALCULUS AND ITS APPLICATIONS, 2019, 496 : 195 - 203
  • [10] Artificial Intelligence in Fractional-Order Systems Approximation with High Performances: Application in Modelling of an Isotopic Separation Process
    Motorga, Roxana
    Muresan, Vlad
    Unguresan, Mihaela-Ligia
    Abrudean, Mihail
    Valean, Honoriu
    Clitan, Iulia
    MATHEMATICS, 2022, 10 (09)