Using Viable Systems Model and Big Data for Community Energy Systems

Kevin Joshi, K. Ramamritham
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引用次数: 4

Abstract

A solar PV-battery installation allows grid-connected electricity ‘prosumers’ to engage in peak shaving, load shifting, Demand Response programs, and other grid ancillary services through data-driven energy management. These value streams generate revenue for consumers while assisting utilities in managing the grid. Such cyber-physical systems provide impetus to create consumer-centric business models that can leverage ICT infrastructure and resulting data for deployment of energy storage devices. This can lead to the diverse use of a battery as energy storage in a community where consumers, utility, and an energy management platform or service provider act as stakeholders. However, operation, control, management, and protection of stakeholders' interest in such smart community deployment projects exhibit complex interlinkages that are both technical and administrative. Thus ensuring a sustainable and resilient community energy system (CES) requires 1) an adaptable cyber-physical system (CPS) for operational control of resources and 2) an institutional management structure to define roles and responsibilities of all the stakeholders. To this end, we present an organizational framework for a pooled battery resource sharing community of residences using the Viable Systems Model (VSM) approach. We also provide a control mechanism for sharing the pooled battery to demonstrate the application of big data and working of each system in VSM when subjected to changes in the operational environment. The proposed CES organizational framework and control mechanism based on VSM and big data respectively offer a distinct solution for technical and management complexity of a cooperative.
在社区能源系统中使用可行系统模型和大数据
太阳能光伏电池安装允许并网电力“产消者”通过数据驱动的能源管理参与调峰、负荷转移、需求响应计划和其他电网辅助服务。这些价值流为消费者创造收入,同时帮助公用事业公司管理电网。这种网络物理系统为创建以消费者为中心的商业模式提供了动力,这种模式可以利用ICT基础设施和由此产生的数据来部署储能设备。在消费者、公用事业公司和能源管理平台或服务提供商作为利益相关者的社区中,这可能导致电池作为能量存储的多样化使用。然而,在此类智能社区部署项目中,对利益相关者利益的操作、控制、管理和保护表现出复杂的技术和管理上的相互联系。因此,确保可持续和有弹性的社区能源系统(CES)需要1)用于资源运营控制的适应性网络物理系统(CPS)和2)定义所有利益相关者角色和责任的机构管理结构。为此,我们提出了一个使用可行系统模型(VSM)方法的住宅池电池资源共享社区的组织框架。我们还提供了共享池电池的控制机制,以演示大数据在VSM中的应用以及各系统在运行环境变化时的工作情况。本文提出的基于VSM的CES组织框架和基于大数据的CES控制机制分别为解决合作社的技术复杂性和管理复杂性提供了独特的解决方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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