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Integration of renewable distributed generation with storage and demand side load management in rural islanded microgrid

机译:农村岛屿微电网中储存和需求侧负荷管理的可再生分布式发电的集成

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摘要

The integration between distributed generations, storage, and load for islanded microgrids located in rural areas of developing countries offer serious challenges. The rural microgrid, catering the energy needs of rural communities, has no access to modern information and communication amenities like internet, communication architectures, and backup power. The lack of information and communication technologies (ICT) and backup power sources in rural microgrid lead to uncontrolled load consumption and inefficient storage dispatch resulting in system-wide outages. This paper proposes a novel approach to overcome challenges such as affordability and accessibility. A proactive load controlling and prioritized smart load curtailment is proposed in real time using local system parameters and human activities. The objective is to reduce blackouts and ensure maximum load supply without using conventional backup sources, computational forecasting, scheduling tools, and sophisticated communication architectures. The fuzzy logic controller is proposed to proactively decide for a percentage of load to be curtailed. Human Activities Tracking System (HATS) for smart load curtailment is used for balanced and efficient integration between the distributed generation, storage, and load. Four system parameters, storage drain time, state of charge (SoC), running load, and solar irradiations, are used as input to the fuzzy controller. HATS controller is used to smartly prioritize the load curtailment based on human occupancy in different buildings. Human activities are monitored using pyro-electric sensors installed at the entrance of different buildings. The performance of the system has been assessed while comparing the proposed methodology, the SoC controlling method (SCM). While using the proposed methodology, the blackout was drastically reduced to 96 to 100%. State of charge depletion rate was considerably less than conventional methods.
机译:位于发展中国家农村地区的分布式几代,储存和负荷之间的集成提供了严峻挑战。农村微电网,迎合农村社区的能源需求,无法获得互联网,通信架构和备用电源等现代信息和通信设施。缺乏信息和通信技术(ICT)和农村微电网的备用电源导致不受控制的负载消耗和效率低下的存储调度导致系统范围的中断。本文提出了一种克服价格和可访问性等挑战的新方法。使用本地系统参数和人类活动实时提出主动负载控制和优先级智能负载缩减。目的是减少停电,确保最大负载供应,而无需使用传统的备份来源,计算预测,调度工具和复杂的通信架构。建议模糊逻辑控制器主动决定要缩减的负载百分比。用于智能负载缩减的人类活动跟踪系统(帽子)用于分布式生成,存储和负载之间的平衡和高效集成。四个系统参数,存储排水时间,充电状态(SOC),运行负载和太阳照射,用作模糊控制器的输入。帽子控制器用于基于不同建筑物的人类占用次策略优先考虑负载削减。使用安装在不同建筑物入口处的Pyro-Electric传感器监测人类活动。在比较所提出的方法,SOC控制方法(SCM)的同时评估了系统的性能。在使用所提出的方法的同时,停电急剧减少到96到100%。充电状态耗尽率显着低于常规方法。

著录项

  • 来源
    《Energy efficiency》 |2020年第2期|217-235|共19页
  • 作者单位

    Department of Electronics Engineering NED University of Engineering and Technology Karachi Karachi Pakistan;

    Department of Electronics Engineering NED University of Engineering and Technology Karachi Karachi Pakistan;

    Department of Electronics Engineering NED University of Engineering and Technology Karachi Karachi Pakistan;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Islanded microgrid; System outages; Load shedding;

    机译:岛屿微电网;系统中断;负荷脱落;

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