Fractional order models of leaves

被引:43
|
作者
Lopes, Antonio M. [1 ]
Tenreiro Machado, J. A. [2 ]
机构
[1] Univ Porto, Fac Engn, UISPA, Inst Engn Mech, P-4200465 Oporto, Portugal
[2] Polytech Porto, Inst Engn, Oporto, Portugal
关键词
modeling; plant leaves; dynamic systems; Fractional Calculus; electrical impedance; DISPERSION; EQUATIONS; CALCULUS; DYNAMICS; SYSTEM;
D O I
10.1177/1077546312473323
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
Leaves are mainly responsible for food production in vascular plants. Studying individual leaves can reveal important characteristics of the whole plant, namely its health condition, nutrient status, the presence of viruses and rooting ability. One technique that has been used for this purpose is Electrical Impedance Spectroscopy, which consists of determining the electrical impedance spectrum of the leaf. In this paper we use EIS and apply the tools of Fractional Calculus to model and characterize six species. Two modeling approaches are proposed: firstly, Resistance, Inductance, Capacitance electrical networks are used to approximate the leaves' impedance spectra; afterwards, fractional-order transfer functions are considered. In both cases the model parameters can be correlated with physical characteristics of the leaves.
引用
收藏
页码:998 / 1008
页数:11
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