面向配电网的场域网弹性表征和评估模型

doi:10.11959/j.issn.2096-3750.2022.00287

Abstract

Abstract:

To analyze the robustness and reliability of field area network (FAN) in the power distribution network, a quantifiable network resilience characterization and evaluation model was proposed.The elasticity indicator was defined from network connectivity, robustness and redundancy, and the total network elasticity was calculated by the weighted sum.The resilience performance of FAN was evaluated by simulating random failures and malicious attacks.A single node failure was simulated and tested to evaluate the difference in network resilience a affected by different node failures and find the weak points of resilience in the network.The elastic characterization and evaluation model was extended to general network topologies, and simulation experiments were carried out using BA scale-free network and ER random network.The experimental results demonstrate the universality of the model.

Key words: FAN, resilience, evaluation model, malicious attack, random failure

CLC Number:

TN92

Fang XIAO, Shuyan YANG, Bo WEN, Xiaorong ZHU. Resilience characterization and evaluation model of field area network for the power distribution network[J]. Chinese Journal on Internet of Things, 2022, 6(3): 71-81.

Figures/Tables 9

References 30

[1]	ROB , MOHLER D , JOHN M ,et al. A standardized and flexible IPv6 architecture for field area networks,smart-grid last-Mile infrastructure[EB]. 2011.
[2]	ESPINOZA S , PANTELI M , MANCARELLA P ,et al. Multi-phase assessment and adaptation of power systems resilience to natural hazards[J]. Electric Power Systems Research, 2016,136: 352-361.
[3]	DEHGHANIAN P , ASLANS , DEHGHANIAN P . Quantifying power system resiliency improvement using network reconfiguration[C]// Proceedings of 2017 IEEE 60th International Midwest Symposium on Circuits and Systems. Piscataway,IEEE Press, 2017: 1364-1367.
[4]	刘煜 . 分布式发电条件下的配电网故障定位技术研究[D]. 淄博:山东理工大学, 2020.
	LIU Y . Research on fault location technology of distribution network under distributed generation[D]. Zibo,Shandong University of Technology, 2020.
[5]	HOLLING C S . Resilience and stability of ecological systems[J]. Annual Review of Ecology and Systematics, 1973(4): 1-23.
[6]	GU Y , FU X , LIU Z Y ,et al. Performance of transportation network under perturbations,Reliability,vulnerability,and resilience[J]. Transportation Research Part E,Logistics and Transportation Review,(133), 2020(133),101809.
[7]	ZHANG C , XU X , DUI H Y . Resilience measure of network systems by node and edge indicators[J]. Reliability Engineering ＆ System Safety, 2020(202),107035.
[8]	DIXIT V , VERMA P , TIWARI M K . Assessment of pre and post-disaster supply chain resilience based on network structural parameters with CVaR as a risk measure[J]. International Journal of Production Economics,2020(227), 2020(227),107655.
[9]	MOU N X , SUN S Y , YANG T F ,et al. Assessment of the resilience of a complex network for crude oil transportation on the maritime silk road[J]. IEEE Access, 2019(8): 181311-181325.
[10]	IP W H , WANG D W . Resilience and friability of transportation networks,evaluation,analysis and optimization[J]. IEEE Systems Journal, 2011,5(2): 189-198.
[11]	ZHAOK , KUMAR A , HARRISON T P ,et al. Analyzing the resilience of complex supply network topologies against random and targeted disruptions[J]. IEEE Systems Journal, 2011,5(1): 28-39.
[12]	KUIKKA V , . Modeling network resilience and utility of services[C]// Proceedings of 2019 IEEE International Systems Conference (SysCon). Piscataway,IEEE Press, 2019: 1-5.
[13]	NAZEMI M , MOEINI-AGHTAIE M , FOTUHI-FIRUZABAD M ,et al. Energy storage planning for enhanced resilience of power distribution networks against earthquakes[J]. IEEE Transactions on Sustainable Energy, 2020,11(2): 795-806.
[14]	LIU J C , QIN C , YU Y X . Enhancing distribution system resilience with proactive islanding and RCS-based fast fault isolation and service restoration[J]. IEEE Transactions on Smart Grid, 2020,11(3): 2381-2395.
[15]	AMIRIOUN M H , AMINIFAR F , LESANI H . Resilience-oriented proactive management of microgrids against windstorms[J]. IEEE Transactions on Power Systems, 2018,33(4): 4275-4284.
[16]	AMIRIOUN M H , AMINIFAR F , LESANI H . Towards proactive scheduling of microgrids against extreme floods[J]. IEEE Transactions on Smart Grid, 2018,9(4): 3900-3902.
[17]	GHOLAMI A , SHEKARI T , AMINIFAR F ,et al. Microgrid scheduling with uncertainty,the quest for resilience[J]. IEEE Transactions on Smart Grid, 2016,7(6): 2849-2858.
[18]	XIE X Y , ZHOU J H , ZHANG Y G . Application and challenge of deep learning in ubiquitous power internet of things[J]. Electric Power Automation Equipment, 2020,40(4): 77-87.
[19]	PATRICK A , NEWBURY J , GARGAN S . Two-way communications systems in the electricity supply industry[J]. IEEE Transactions on Power Delivery, 1998,13(1): 53-58.
[20]	胡正伟, 贺冬梅, 谢志远 . 面向电力线通信的OFDM符号定时同步算法[J]. 电力自动化设备, 2019,39(5): 144-150.
	HU Z W , HE D M , XIE Z Y . OFDM symbol timing synchronization algorithm for PLC[J]. Electric Power Automation Equipment, 2019,39(5): 144-150.
[21]	RAYCHAUDHURI D , MANDAYAM N B . Frontiers of wireless and mobile communications[J]. Proceedings of the IEEE, 2012,100(4): 824-840.
[22]	DA COSTA V L R , FERNANDES V , RIBEIRO M V . Narrowband hybrid PLC/wireless,Transceiver prototype,hardware resource usage and energy consumption[J]. Ad Hoc Networks, 2019,94,101945.
[23]	QIU T , LIU J , SI W S ,et al. Robustness optimization scheme with multi-population co-evolution for scale-free wireless sensor networks[J]. IEEE/ACM Transactions on Networking, 2019,27(3): 1028-1042.
[24]	罗玄, 补黔江, 曾庆波 ,等. 用电采集系统微功率无线通信信道建模研究综述[J]. 电子设计工程, 2018,26(23): 130-133,138.
	LUO X , BU Q J , ZENG Q B ,et al. Review of research on micro power wireless communication channel modeling for electric power acquisition system[J]. Electronic Design Engineering, 2018,26(23): 130-133,138.
[25]	ANDREWS J G , BACCELLI F , GANTI R K . A tractable approach to coverage and rate in cellular networks[J]. IEEE Transactions on Communications, 2011,59(11): 3122-3134.
[26]	刘锋, 裴红星, 王青三 ,等. 工业无线传感器网络信道特征研究[J]. 郑州大学学报(理学版), 2011,43(4): 39-43.
	LIU F , PEI H X , WANG Q S ,et al. Research on the channel characteristics of wireless sensor networks in industrial environments[J]. Journal of Zhengzhou University (Natural Science Edition), 2011,43(4): 39-43.
[27]	马立贤 . 电力线载波与无线融合多信道传输技术研究[D]. 北京:北京邮电大学, 2019.
	MA L X . Research on hybrid power line carrier and wireless multi-channel transmission technology[D]. Beijing,Beijing University of Posts and Telecommunications, 2019.
[28]	STROGATZ S H . Exploring complex networks[J]. Nature, 2001,410(6825): 268-276.
[29]	BARABASI A L , ALBERT R . Emergence of scaling in random networks[J]. Science, 1999,286(5439): 509-512.
[30]	ALBERT R , JEONG H , BARABáSI A L , . Diameter of the world-wide web[J]. Nature, 1999,401(6749): 130-131.

Metrics

Recommended 0

No Suggested Reading articles found!

网络模型	随机失效下的全局弹性	恶意攻击下的全局弹性
FAN	4.077 445	3.376 62
BA无标度网络	3.929 127	2.236 388
ER随机网络	3.296 148	3.043 894

Resilience characterization and evaluation model of field area network for the power distribution network

RichHTML

PDF下载

Knowledge

Abstract

Cite this article

share this article

Figures/Tables 9

References 30

Related Articles 15

Metrics

Recommended 0

[1]	Guanglei GENG, Bo GAO, Ke XIONG, Pingyi FAN, Yang LU, Yuwei WANG. A survey of federated learning for 6G networks [J]. Chinese Journal on Internet of Things, 2023, 7(2): 50-66.
[2]	Qingyang LI, Xueting LI, Xiaorong ZHU. A joint optimization method of multi backhaul link selection and power allocation in 6G [J]. Chinese Journal on Internet of Things, 2023, 7(2): 67-75.
[3]	Sichao ZHANG, Wei LIANG, Xudong YUAN, Yinlong ZHANG, Meng ZHENG. Time synchronization attack detection for industrial wireless network [J]. Chinese Journal on Internet of Things, 2023, 7(2): 88-97.
[4]	Bin SHEN, Yinbo LI, Xiaowei LIANG. Spectrum access control for cognitive internet of things users based on enhanced weighted centroid localization [J]. Chinese Journal on Internet of Things, 2023, 7(1): 93-108.
[5]	Zhuhua MA, Liping LUO. Outage performance of SWIPT-NOMA-CR network with imperfect SIC and CSI [J]. Chinese Journal on Internet of Things, 2023, 7(1): 129-139.
[6]	Yizhu WANG, Zhou ZHANG, Piming MA, Baoquan REN. Research on optimal channel access method for distributed wireless network based on reliable multicast communication [J]. Chinese Journal on Internet of Things, 2022, 6(4): 14-26.
[7]	Fei TONG, Rucong SUI, Yu CHEN, Heng SU, Hengrui LIU, Shangfeng SU, Yuke YAN. An energy-efficient multi-channel MAC protocol for linear sensor network [J]. Chinese Journal on Internet of Things, 2022, 6(4): 27-40.
[8]	Xian LI, Suzhi BI, Hongru ZENG, Bin LIN, Xiaohui LIN. Collaborative task offloading and resource allocation optimization for intelligent edge devices [J]. Chinese Journal on Internet of Things, 2022, 6(4): 41-52.
[9]	Bin HE, Guobing LI, Yuan CHEN, Guomei ZHANG. Graph signal processing based pilot pattern design and channel estimation for OFDM system [J]. Chinese Journal on Internet of Things, 2022, 6(3): 91-102.
[10]	Zaichen ZHANG, Xiaohu YOU, Jian DANG, Liang WU, Bingcheng ZHU, Ji CHEN, Lei WANG. Optical wireless communication and internet of things [J]. Chinese Journal on Internet of Things, 2022, 6(3): 1-13.
[11]	Nuo HUANG, Weijie LIU, Chen GONG. Industrial IoT oriented petahertz communication [J]. Chinese Journal on Internet of Things, 2022, 6(3): 37-46.
[12]	Jun SUN, Shangweikang ZHAO. Energy-saving computation offloading scheme based on Sarsa algorithm in industrial internet of things [J]. Chinese Journal on Internet of Things, 2022, 6(3): 82-90.
[13]	Jingyuan LIANG, Mengru LI, Jiafan WANG, Xizheng KE. Research progress of error correction coding in optical wireless communication system [J]. Chinese Journal on Internet of Things, 2022, 6(3): 23-36.
[14]	Zengyi XU, Wenqing NIU, Hui CHEN, Zhixue HE, Nan CHI. Exploring the nonlinear coded superposed modulation MISO visible light communication system [J]. Chinese Journal on Internet of Things, 2022, 6(3): 14-22.
[15]	Jiujiu CHEN, Caili GUO, Chunyan FENG, Chuanhong LIU. Resource allocation for the semantic communication in the intelligent networked environment [J]. Chinese Journal on Internet of Things, 2022, 6(3): 47-57.