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

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.

[1]  Mini S. Thomas,et al.  Comprehensive Control for Microgrid Autonomous Operation With Demand Response , 2017, IEEE Transactions on Smart Grid.

[2]  S.M. Halpin,et al.  Slope-Permissive Under-Voltage Load Shed Relay for Delayed Voltage Recovery Mitigation , 2008, IEEE Transactions on Power Systems.

[3]  Eduardo Cotilla-Sanchez,et al.  Multi-Attribute Partitioning of Power Networks Based on Electrical Distance , 2013, IEEE Transactions on Power Systems.

[4]  Zhe Chen,et al.  Underfrequency Load Shedding for an Islanded Distribution System With Distributed Generators , 2010, IEEE Transactions on Power Delivery.

[5]  Farrokh Aminifar,et al.  Communication-Constrained Regionalization of Power Systems for Synchrophasor-Based Wide-Area Backup Protection Scheme , 2015, IEEE Transactions on Smart Grid.

[6]  Junqi Liu,et al.  Adaptive load shedding based on combined frequency and voltage stability assessment using synchrophasor measurements , 2013, IEEE Transactions on Power Systems.

[7]  Ritwik Majumder,et al.  Some Aspects of Stability in Microgrids , 2013, IEEE Transactions on Power Systems.

[8]  L. Infante,et al.  Hierarchical Clustering , 2020, International Encyclopedia of Statistical Science.

[9]  K. M. Muttaqi,et al.  Coordinated Decentralized Emergency Voltage and Reactive Power Control to Prevent Long-Term Voltage Instability in a Power System , 2015, IEEE Transactions on Power Systems.

[10]  H. Mokhlis,et al.  A New Centralized Adaptive Underfrequency Load Shedding Controller for Microgrids Based on a Distribution State Estimator , 2017, IEEE Transactions on Power Delivery.

[11]  Raynitchka Tzoneva,et al.  Adaptive under-voltage load shedding scheme for large interconnected smart grids based on wide area synchrophasor measurements , 2016 .

[12]  Farrokh Aminifar,et al.  An Analytical Adaptive Load Shedding Scheme Against Severe Combinational Disturbances , 2016, IEEE Transactions on Power Systems.

[13]  E.F. El-Saadany,et al.  Adaptive Decentralized Droop Controller to Preserve Power Sharing Stability of Paralleled Inverters in Distributed Generation Microgrids , 2008, IEEE Transactions on Power Electronics.

[14]  Yu Wang,et al.  Strategy to minimise the load shedding amount for voltage collapse prevention , 2011 .

[15]  Majid Sanaye-Pasand,et al.  Power system stability enhancement using a new combinational load-shedding algorithm , 2011 .

[16]  J. A. Laghari,et al.  A New Under-Frequency Load Shedding Technique Based on Combination of Fixed and Random Priority of Loads for Smart Grid Applications , 2015, IEEE Transactions on Power Systems.

[17]  Peter Hall,et al.  A Functional Data—Analytic Approach to Signal Discrimination , 2001, Technometrics.

[18]  Farrokh Aminifar,et al.  Combinational scheme for voltage and frequency recovery in an islanded distribution system , 2016 .

[19]  Xiaochen Zhang,et al.  A time-variant load model based on smart meter data mining , 2014, 2014 IEEE PES General Meeting | Conference & Exposition.

[20]  Wei Sun,et al.  Electrical Distance Approach for Searching Vulnerable Branches During Contingencies , 2018, IEEE Transactions on Smart Grid.

[21]  Ying-Yi Hong,et al.  Multiobjective Underfrequency Load Shedding in an Autonomous System Using Hierarchical Genetic Algorithms , 2010, IEEE Transactions on Power Delivery.

[22]  Wei Liu,et al.  Adaptive Decentralized Under-Frequency Load Shedding for Islanded Smart Distribution Networks , 2014, IEEE Transactions on Sustainable Energy.

[23]  P. Mahalanobis On the generalized distance in statistics , 1936 .

[24]  T.C. Green,et al.  Modeling, Analysis and Testing of Autonomous Operation of an Inverter-Based Microgrid , 2007, IEEE Transactions on Power Electronics.

[25]  Jovica V. Milanovic,et al.  Identification of static load characteristics based on measurements in medium-voltage distribution network , 2008 .

[26]  Dongbo Zhao,et al.  Load Modeling—A Review , 2018, IEEE Transactions on Smart Grid.

[27]  Bakhtyar Hoseinzadeh,et al.  Adaptive Tuning of Frequency Thresholds Using Voltage Drop Data in Decentralized Load Shedding , 2015, IEEE Transactions on Power Systems.

[28]  Can Zhang,et al.  Network partitioning strategy for parallel power system restoration , 2016 .

[29]  Ali Davoudi,et al.  Hierarchical Structure of Microgrids Control System , 2012, IEEE Transactions on Smart Grid.

[30]  Rosa E. Lillo,et al.  The Mahalanobis Distance for Functional Data With Applications to Classification , 2013, Technometrics.

[31]  Josep M. Guerrero,et al.  Cost-Based Droop Schemes for Economic Dispatch in Islanded Microgrids , 2017, IEEE Transactions on Smart Grid.

[32]  So Ping Lam,et al.  Voltage and frequency control during microgrid islanding in a multi-area multi-microgrid system , 2017 .