使用改进的差分进化算法调度农村地区综合沼气能源系统

Tiantian Lv, Yan Gao
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引用次数: 0

摘要

由于缺乏合理的系统设计,中国农村地区的大量能源和资源被浪费或未得到有效利用。因此,开发适用于农村地区的实用能源系统至关重要。本文建立了一个用于优化农村地区综合能源系统(IES)的 Stackelberg 博弈模型。作为领导者,新能源供应商(NES)制定电力和热力的价格策略;作为追随者,灵活用户和沼气厂(BP)接收价格信息并制定能源消费计划。然后,新能源供应商根据追随者对能源负荷的反馈调整设备输出。我们的 Stackelberg 博弈目标是在考虑追随者成本的同时,实现 NES 的利润最大化。此外,我们的研究还设计了一种改进的差分进化算法(DEA)来实现 Stackelberg 平衡。优化调度结果表明,所提出的模型可明显提高 NES 的利润 5.4%,并有效降低沼气厂的成本 4.5%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Scheduling of integrated biogas energy system for rural areas using improved differential evolutionary algorithm
Due to lack of rational system design, an enormous amount of energy and resources are wasted or ineffectively utilized in China’s rural areas. Therefore, it is crucial to develop a practical energy system that applies to rural areas. In this paper, a Stackelberg game model is established for optimization of integrated energy system (IES) in rural areas. As a leader, new energy supplier (NES) develops price strategy for electricity and heat, the flexible users and biogas plant (BP) as followers receive price information and make energy consumption plans. Then NES adjusts equipment output based on followers’ feedback on energy loads. The objective of our Stackelberg game is to maximize the profit of NES while taking into account the costs of followers. Furthermore, our study designs an improved differential evolutionary algorithm (DEA) to achieve Stackelberg balance. The optimization scheduling result shows that the proposed model can obviously increase the profit of NES by 5.4% and effectively decrease the cost of biogas plant by 4.5%.
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