A Hierarchical Regionalization-Based Load Shedding Plan to Recover Frequency and Voltage in Microgrid

被引:17
作者
Nourollah, Sara [1 ]
Aminifar, Farrokh [2 ]
Gharehpetian, Gevork B. [1 ]
机构
[1] Amirkabir Univ Technol, Elect Engn Dept, Tehran 15914, Iran
[2] Univ Tehran, Sch Elect & Comp Engn, Coll Engn, Tehran 113654563, Iran
基金
美国国家科学基金会;
关键词
Frequency and voltage recovery; load-shedding; Mahalanobis index; regionalization; AUTONOMOUS OPERATION; STABILITY; SCHEME; CONTROLLER;
D O I
10.1109/TSG.2018.2837160
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In microgrids, where the holistically centralized techniques do not meet the speed requirement, regionalization can be a viable solution to improve and speed up protection and control applications. This paper presents a fast regionalized approach to mitigate the microgrid voltage and frequency deviations simultaneously. The regionalization technique is on the basis of a multidimensional distance criterion known as Mahalanobis index which can be executed at several load levels in a parallel manner. In contrast to the existing district-based methods which lead to unified areas from the geographic point of view, the new technique regionalizes the network without enforcing geographic distance condition, with more degree of freedom. This feature assures faster and more effective voltage and frequency recovery. Since the load model inlfuences the voltage and frequency of the grid particularly in abnormal conditions, a hybrid load model dedicated to low-voltage distribution systems is employed here. To appraise and compare the performance and accuracy of the proposed plan with an existing one, the standard IEEE 37-bus distribution system is assayed. The steady state results and dynamic responses attest to the superiority of the proposed plan and guarantee satisfactory fulfillment for real-world practices.
引用
收藏
页码:3818 / 3827
页数:10
相关论文
共 33 条
[1]   Adaptive under-voltage load shedding scheme for large interconnected smart grids based on wide area synchrophasor measurements [J].
Adewole, Adeyemi Charles ;
Tzoneva, Raynitchka ;
Apostolov, Alexander .
IET GENERATION TRANSMISSION & DISTRIBUTION, 2016, 10 (08) :1957-1968
[2]  
Al-Hinai A, 2004, 2004 IEEE POWER ENGINEERING SOCIETY GENERAL MEETING, VOLS 1 AND 2, P2156
[3]   Load Modeling-A Review [J].
Arif, Anmar ;
Wang, Zhaoyu ;
Wang, Jianhui ;
Mather, Barry ;
Bashualdo, Hugo ;
Zhao, Dongbo .
IEEE TRANSACTIONS ON SMART GRID, 2018, 9 (06) :5986-5999
[4]   Hierarchical Structure of Microgrids Control System [J].
Bidram, Ali ;
Davoudi, Ali .
IEEE TRANSACTIONS ON SMART GRID, 2012, 3 (04) :1963-1976
[5]   Cost-Based Droop Schemes for Economic Dispatch in Islanded Microgrids [J].
Chen, Feixiong ;
Chen, Minyou ;
Li, Qiang ;
Meng, Kaikai ;
Zheng, Yongwei ;
Guerrero, Josep M. ;
Abbott, Derek .
IEEE TRANSACTIONS ON SMART GRID, 2017, 8 (01) :63-74
[6]   Multi-Attribute Partitioning of Power Networks Based on Electrical Distance [J].
Cotilla-Sanchez, Eduardo ;
Hines, Paul D. H. ;
Barrows, Clayton ;
Blumsack, Seth ;
Patel, Mahendra .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2013, 28 (04) :4979-4987
[7]  
Everitt B.S., 2011, Cluster Analysis, V5th, P71, DOI [DOI 10.1002/9780470977811.CH4, 10.1002/9780470977811.ch4]
[8]   The Mahalanobis Distance for Functional Data With Applications to Classification [J].
Galeano, Pedro ;
Joseph, Esdras ;
Lillo, Rosa E. .
TECHNOMETRICS, 2015, 57 (02) :281-291
[9]   Power system stability enhancement using a new combinational load-shedding algorithm [J].
Ghaleh, A. P. ;
Sanaye-Pasand, M. ;
Saffarian, A. .
IET GENERATION TRANSMISSION & DISTRIBUTION, 2011, 5 (05) :551-560
[10]   Adaptive Decentralized Under-Frequency Load Shedding for Islanded Smart Distribution Networks [J].
Gu, Wei ;
Liu, Wei ;
Zhu, Junpeng ;
Zhao, Bo ;
Wu, Zaijun ;
Luo, Zhao ;
Yu, Jie .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2014, 5 (03) :886-895