Fractional-order dynamical model for electricity markets

被引:14
作者
Dassios, Ioannis [1 ]
Kerci, Taulant [1 ]
Baleanu, Dumitru [2 ,3 ]
Milano, Federico [1 ]
机构
[1] Univ Coll Dublin, AMPSAS, Dublin, Ireland
[2] Cankaya Univ, Dept Math & Comp Sci, Ankara, Turkey
[3] Inst Space Sci, Magurele, Romania
基金
爱尔兰科学基金会;
关键词
Caputo; electricity market; fractional; singular systems; MACROECONOMIC MODELS; STABILITY ANALYSIS; SINGULAR SYSTEMS; DESIGN;
D O I
10.1002/mma.7892
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this article, we use a generalized system of differential equations of fractional-order to incorporate memory into an electricity market model. By using this idea, essential information from the past, such as the behavior of market participants, namely, suppliers and consumers, can be used and have impact on future decisions. We construct the fractional-order dynamical model, study its solutions, and provide closed formulas of solutions. Finally, we provide an application by using the proposed formula of solutions as well as a numerical example which also compares the proposed model with a conventional, integer-order electricity market model. Results indicate that the inclusion of memory leads market participants to adopt a conservative behavior.
引用
收藏
页码:8349 / 8361
页数:13
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