函数式编程在能源行业的应用:一个本地能源市场模拟器案例研究

Amine Zouhair, Nadine Kabbara, Olivier Boudeville, Florian Mancel
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引用次数: 0

摘要

本文介绍了利用多智能体模型设计的能源市场来开发局部能源交换模拟器的工作。本文的目的不是关注EDF的工业用例本身,而是分享关于我们使用函数式编程(FP)的经验元素,以便创建这个特定的模拟器和构建它的通用层。本文的主要贡献是提出了一个三步方法(建模、仿真和开发阶段),其中FP在将基于代理的系统模型通过不同的软件层转换为与仿真引擎相关的元素方面发挥了重要作用。然后在当地能源市场案例研究中验证了所开发的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Application of Functional Programming in the Energy Industry: A Local Energy Market Simulator Case Study
This article presents the efforts made to develop a simulator for local energy exchanges by means of an energy marketplace designed as a multi-agent model. The objective of this article is not to focus on EDF’s industrial use case by itself, but to share elements of experience regarding our use of functional programming (FP) in order to create this specific simulator and the generic layers on which it is built. The main contribution of this paper is the proposal of a three-step methodology (modelling, simulation, and exploitation phases) in which FP played a significant role in the translation of an agent-based system model into elements relevant to a simulation engine through different software layers. The developed approach was then validated on the local energy market case study.
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