基于物联网的网络物流配送系统规划

Shaben Kayamboo, B. Ray, N. Das, Mary Tom
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摘要

近年来,可再生能源大规模并网,以跟上消费者负荷需求的巨大增量。这些设备的大规模集成可能会违反智能电网的技术和监管限制。因此,必须设计合适的控制系统,在满足电网标准的前提下,提高其功率输出,使系统所有者利益最大化。这篇论文是一个信息的集合,为读者提供一个全面的观点,实现一个网络物理系统,以帮助配电系统规划。本文的目的是回顾当前的文献,并确定尚未充分探索的研究差距。然后对需要研究的领域提出建议,以改善围绕这一重要主题的知识库。本文将首先阐述网络物理系统的概念,并通过其各个层来阐述其结构。它还将描述物联网(IoT)在改善网络物理分配系统的监测和控制能力方面的作用。此外,详细的文献综述强调了围绕网络物理系统的实施来改进系统规划的配电系统研究的现状。在此基础上,分析了如何构建一个成功的基于网络物理的配电系统来实现自动化。最后,讨论了当前研究中的差距,以了解基于网络物理的配电系统规划的哪些方面尚未得到充分探索,以及需要进行更多探索的地方。提供了一系列研究问题,以帮助潜在的研究人员深入研究由可再生能源和不可再生能源组成的全自动配电系统领域。
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IoT-Based Cyber-Physical Distribution System Planning
Recently, there has been a large-scale integration of renewable sources to keep pace with the enormous increment of consumers’ load demand. The integration of these devices on a large scale can violate the technical and regulatory constraints of the smart power grid. Therefore, a proper control system must be designed to increase their power output and maximize the system owners’ benefit while meeting power grid standards. This paper is a collection of information to provide its reader with a holistic view of the implementation of a cyber-physical system to aid in distribution system planning. The goal of this paper is to review the current literature and identify research gaps that have yet to be fully explored. This is followed by making proposals for areas to be researched in order to improve the knowledge bank surrounding this important topic. This paper will begin by addressing the concept of a cyberphysical system by elaborating on its structure through its various layers. It will also describe the role of the Internet of Things (IoT) in improving the monitoring and control abilities of cyber-physical distribution systems. Furthermore, a detailed literature review is given to highlight the current state of distribution system research being done surrounding the implementation of cyber-physical systems to improve system planning. Based on this review, an analysis is given to better explain how a successful cyber-physical based distribution system can be constructed to achieve automation. Finally, gaps in current research are discussed to provide an understanding on which aspects of cyber-physical based distribution system planning have not been fully explored yet and where more exploration needs to be done. A list of research questions are provided to help aid potential researchers dive deeper into the area of fully automating distribution systems that consist of both renewable and non-renewable sources of energy.
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