A mean field model for the development of renewable capacities

IF 0.9 3区 经济学 Q3 BUSINESS, FINANCE Mathematics and Financial Economics Pub Date : 2023-11-25 DOI:10.1007/s11579-023-00348-6
Clémence Alasseur, Matteo Basei, Charles Bertucci, Alekos Cecchin
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Abstract

We propose a model based on a large number of small competitive producers of renewable energies, to study the effect of subsidies on the aggregate level of capacity, taking into account a cannibalization effect. We first derive a model to explain how long-time equilibrium can be reached on the market of production of renewable electricity and compare this equilibrium to the case of monopoly. Then we consider the case in which other capacities of production adjust to the production of renewable energies. The analysis is based on a master equation and we get explicit formulae for the long-time equilibria. We also provide new numerical methods to simulate the master equation and the evolution of the capacities. Thus we find the optimal subsidies to be given by a central planner to the installation and the production in order to reach a desired equilibrium capacity.

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可再生能源发展的平均场模型
我们提出了一个基于大量小型竞争性可再生能源生产商的模型,以研究补贴对总容量水平的影响,并考虑到同类相食效应。我们首先推导出一个模型来解释如何在可再生电力生产市场上达到长期均衡,并将这种均衡与垄断的情况进行比较。然后我们考虑其他生产能力适应可再生能源生产的情况。该分析基于一个主方程,得到了长期平衡的显式公式。我们还提供了新的数值方法来模拟主方程和能力的演变。因此,我们找到了由中央计划者给予安装和生产的最优补贴,以达到理想的均衡产能。
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来源期刊
Mathematics and Financial Economics
Mathematics and Financial Economics MATHEMATICS, INTERDISCIPLINARY APPLICATIONS -
CiteScore
2.80
自引率
6.20%
发文量
17
期刊介绍: The primary objective of the journal is to provide a forum for work in finance which expresses economic ideas using formal mathematical reasoning. The work should have real economic content and the mathematical reasoning should be new and correct.
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