arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2009.06159eess.SYcs.SY
收藏

住宅燃料电池热电电力系统分布式P2P能量交易

Distributed Peer-to-Peer Energy Trading for Residential Fuel Cell Combined Heat and Power Systems

Dinh Hoa Nguyen, Tatsumi Ishihara

摘要:

本文研究了具有微型燃料电池热电联供系统电力系统的住宅群的最优能量管理。为了提高当地社区的自给自足和恢复能力,提出了住宅之间的点对点能源交易系统,其中在额定功率下工作的燃料电池的输出功率可以出售给那些已经达到额定输出但仍然缺乏功率的人。由于功率和热效率对燃料电池输出功率的非线性依赖性,从这种最佳对等能量交易系统中产生的优化问题是非凸的。因此,提出了一种线性化方法来凸化问题。因此,一个分布式ADMM方法被引入到并行解决每个住宅的凸优化问题。一组六个住宅的实际电力消费数据的基础上的案例研究,然后展示了所提出的方法的性能和积极影响的P2P能源交易系统。更具体地说,所提出的分布式ADMM方法是相当快的收敛速度和可扩展性以及与系统的大小。此外,P2P电力交易系统有助于以更高的效率运行燃料电池,并提高这些住宅的自给自足能力。

英文摘要:

This paper studies the optimal energy management in a group of dwellings having micro fuel cell combined heat and power systems. To increase the self-sufficiency and resilience of such local community, a peer-to-peer energy trading system between dwellings is proposed in which output powers from fuel cells working under their rated powers can be sold to those already reach their rated outputs but still lack powers. The arising optimization problem from this optimal peer-to-peer energy trading system is non-convex due to the nonlinear dependence of power and heat efficiencies on fuel cell output power. Therefore, a linearization method is proposed to convexify the problem. Consequently, a distributed ADMM approach is introduced to solve the convexified optimization problem in parallel at each dwelling. A case study for a group of six dwellings based on realistic electric consumption data is then presented to demonstrate the proposed approach performance and positive impacts of the P2P energy trading system. More specifically, the proposed distributed ADMM approach is reasonably fast in convergence and is scalable well with system size. In addition, P2P electricity trading system helps operate fuel cells at a higher efficiency and increase the self-sufficiency of such dwellings.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

↑