Formal Reliability Analyses of Power Line Communication Network-based Control in Smart Grid

被引:1
作者
Riaz Uddin
Syed Atif Naseem
Zafar Iqbal
机构
[1] NED University of Engineering and Technology,Haptics, Human
[2] ARC Energy & Telecom,Robotics and Condition Monitoring Lab affiliated Lab of National Center of Robotics and Automation (NCRA HEC Pakistan) in the Department of Electrical Engineering
[3] Michigan Technological University,undefined
来源
International Journal of Control, Automation and Systems | 2019年 / 17卷
关键词
DMS; FDIR; formal verification; PLC network; probabilistic model checker; smart grid;
D O I
暂无
中图分类号
学科分类号
摘要
Communication network is one of the primary elements of the Smart Grid for sending and receiving the bi-directional flows of important information such as load flow, faults, etc., in a reliable and efficient way. In this regard, G3-Power Line Communication (PLC) network is the most ideal preference over wireless or wired communication technology due to low cost, high throughput and better reliability for the distribution network of Smart Grid. This fact motivated us to study and analyze in detail the accuracy and reliability of the flow of information of the PLC network in terms of probabilities especially for Fault Detection, Isolation and Supply Restoration (FDIR) behavior in the distribution system of Smart Grid through formal analyses. In order to perform the analyses, first we develop the Markovian model of the FDIR behavior with (G3-PLC) in distribution network of Smart Grid of the practical intelligent distribution network system case study, and then formally verify the model via probabilistic model checker (PRISM) tool in order to analyze the system accuracy, efficiency and reliability by developing the logical properties and finding the success/failure probabilities for FDIR mechanism at the occurrence of fault. Finally, some important discussions are made comparing FDIR connected with Ethernet communication network against FDIR connected with PLC network.
引用
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页码:3047 / 3057
页数:10
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