Computation of Orders of a Commensurable Fractional Order Model

被引:0
作者
Stark, Oliver [1 ]
Kupper, Martin [1 ]
Krebs, Stefan [1 ]
Hohmann, Soeren [1 ]
机构
[1] Karlsruhe Inst Technol, Inst Control Syst, Fac Elect Engn & Informat Technol, D-76131 Karlsruhe, Germany
来源
2019 IEEE 58TH CONFERENCE ON DECISION AND CONTROL (CDC) | 2019年
关键词
IDENTIFICATION; PARAMETER; SYSTEMS;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper deals with the calculation of the system order and the determination of the input order of a commensurable fractional order model. The system and input orders are equal to the number of system and input parameters, respectively. The benefit of the proposed method is that no search algorithms or over-parameterized equations have to be used. Instead, the calculation of the system order is reduced to fractional integration and the determination of the correct rank of the fractional Gramian of a model-based replacement system. The input order is determined by detecting when a matrix similar to the fractional Gramian of the model based replacement system loses full rank. This model-based replacement system can be derived by applying the modulating function method to the original fractional order model. A view on practical implementation is given and a numerical example completes this paper.
引用
收藏
页码:784 / 790
页数:7
相关论文
共 22 条
  • [1] A fractional calculus of variations for multiple integrals with application to vibrating string
    Almeida, Ricardo
    Malinowska, Agnieszka B.
    Torres, Delfim F. M.
    [J]. JOURNAL OF MATHEMATICAL PHYSICS, 2010, 51 (03)
  • [2] Estimation of heat fluxes during high-speed drilling
    Battaglia, JL
    Kusiak, A
    [J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2005, 26 (7-8) : 750 - 758
  • [3] Parameters and fractional differentiation orders estimation for linear continuous-time non-commensurate fractional order systems
    Belkhatir, Zehor
    Laleg-Kirati, Taous Meriem
    [J]. SYSTEMS & CONTROL LETTERS, 2018, 115 : 26 - 33
  • [4] Bronshtein I., 2007, Handbook of mathematics
  • [5] Dispersion and absorption in dielectrics II Direct current characteristics
    Cole, KS
    Cole, RH
    [J]. JOURNAL OF CHEMICAL PHYSICS, 1942, 10 (02) : 98 - 105
  • [6] Dahlquist D, 2008, NUMERICAL METHODS IN SCIENTIFIC COMPUTING, VOL I, P1, DOI 10.1137/1.9780898717785
  • [7] Modulating function-based identification for fractional order systems
    Dai, Yi
    Wei, Yiheng
    Hu, Yangsheng
    Wang, Yong
    [J]. NEUROCOMPUTING, 2016, 173 : 1959 - 1966
  • [8] Eckert M, 2018, IEEE DECIS CONTR P, P4607, DOI 10.1109/CDC.2018.8619785
  • [9] Solution of Time-Variant Fractional Differential Equations With a Generalized Peano-Baker Series
    Eckert, Marius
    Nagatou, Kaori
    Rey, Felix
    Stark, Oliver
    Hohmann, Soren
    [J]. IEEE CONTROL SYSTEMS LETTERS, 2019, 3 (01): : 79 - 84
  • [10] Eckert M, 2015, IEEE DECIS CONTR P, P2101, DOI 10.1109/CDC.2015.7402517