Optimal Transmission Line Switching Under Geomagnetic Disturbances

In recent years, there have been increasing concerns about how geomagnetic disturbances (GMDs) impact electrical power systems. Geomagnetically induced currents (GICs) can saturate transformers, induce hot spot heating, and increase reactive power losses. These effects can potentially cause catastrophic damage to transformers and severely impact the ability of a power system to deliver power. To address this problem, we develop a model of GIC impacts to power systems that includes 1) GIC thermal capacity of transformers as a function of normal alternating current (AC), and 2) reactive power losses as a function of GIC. We use this model to derive an optimization problem that protects power systems from GIC impacts through line switching, generator redispatch, and load shedding. We employ state-of-the-art convex relaxations of AC power flow equations to lower bound the objective. We demonstrate the approach on a modified RTS96 system and the UIUC 150-bus system and show that line switching is an effective means to mitigate GIC impacts. We also provide a sensitivity analysis of optimal switching decisions with respect to GMD direction.

[1]  V. D. Albertson,et al.  Solar-Induced-Currents in Power Systems: Cause and Effects , 1973 .

[2]  Yilu Liu,et al.  Comparative analysis of exciting current harmonics and reactive power consumption from GIC saturated transformers , 2001, 2001 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.01CH37194).

[3]  V. D. Albertson,et al.  The Effects of Geomagnetic Storms on Electrical Power Systems , 1974 .

[4]  Iain Dunning,et al.  JuMP: A Modeling Language for Mathematical Optimization , 2015, SIAM Rev..

[5]  R. G. Edwards,et al.  Extreme space weather: impacts on engineered systems and infrastructure , 2013 .

[6]  Daniel Bienstock,et al.  Approximate method for AC transmission switching based on a simple relaxation for ACOPF problems , 2015, 2015 IEEE Power & Energy Society General Meeting.

[7]  Ramsis Girgis,et al.  A process for evaluating the degree of susceptibility of a fleet of power transformers to effects of GIC , 2014, 2014 IEEE PES T&D Conference and Exposition.

[8]  Mohammad Shahidehpour,et al.  The IEEE Reliability Test System-1996. A report prepared by the Reliability Test System Task Force of the Application of Probability Methods Subcommittee , 1999 .

[9]  T. J. Overbye,et al.  Integration of geomagnetic disturbance modeling into the power flow: A methodology for large-scale system studies , 2012, 2012 North American Power Symposium (NAPS).

[10]  Ian Hiskens,et al.  A Laplacian-Based Approach for Finding Near Globally Optimal Solutions to OPF Problems , 2015, IEEE Transactions on Power Systems.

[11]  Pascal Van Hentenryck,et al.  Primal and dual bounds for Optimal Transmission Switching , 2014, 2014 Power Systems Computation Conference.

[12]  J. Kappenman,et al.  Management of the geomagnetically induced current risks on the national grid company's electric power transmission system , 2002 .

[13]  C. Beggan,et al.  Generation of 100‐year geomagnetically induced current scenarios , 2012 .

[14]  Harsha Nagarajan,et al.  Tightening McCormick Relaxations for Nonlinear Programs via Dynamic Multivariate Partitioning , 2016, CP.

[15]  F. S. Prabhakara,et al.  Geomagnetic disturbance effects on power systems , 1993 .

[16]  Anders Morstad Grounding of Outdoor High Voltage Substation: Samnanger Substation , 2012 .

[17]  Santanu S. Dey,et al.  New Formulation and Strong MISOCP Relaxations for AC Optimal Transmission Switching Problem , 2015, IEEE Transactions on Power Systems.

[18]  Russell Bent,et al.  Resilient Transmission Grid Design: AC Relaxation vs. DC approximation , 2017, ArXiv.

[19]  Thomas J. Overbye,et al.  Blocking device placement for mitigating the effects of geomagnetically induced currents , 2016 .

[20]  Deming Chen,et al.  Optimal blocker placement for mitigating the effects of geomagnetic induced currents using branch and cut algorithm , 2015, 2015 North American Power Symposium (NAPS).

[21]  D. H. Boteler,et al.  Geomagnetically induced currents: present knowledge and future research , 1994 .

[22]  Russell Bent,et al.  An adaptive, multivariate partitioning algorithm for global optimization of nonconvex programs , 2017, J. Glob. Optim..

[23]  Barack Obama Executive Order 13744: Coordinating Efforts To Prepare the Nation for Space Weather Events , 2016 .

[24]  Pascal Van Hentenryck,et al.  Convex quadratic relaxations for mixed-integer nonlinear programs in power systems , 2016, Mathematical Programming Computation.

[25]  Francisco de Leon,et al.  Mitigation of Geomagnetically Induced Currents by Neutral Switching , 2015, IEEE Transactions on Power Delivery.

[26]  Kuan Zheng,et al.  Effects of System Characteristics on Geomagnetically Induced Currents , 2014, IEEE Transactions on Power Delivery.

[27]  K. Fujisawa,et al.  Semidefinite programming for optimal power flow problems , 2008 .

[28]  Russell Bent,et al.  Optimal Resilient transmission Grid Design , 2016, 2016 Power Systems Computation Conference (PSCC).

[29]  Thomas J. Overbye,et al.  Power Grid Sensitivity Analysis of Geomagnetically Induced Currents , 2013, IEEE Transactions on Power Systems.

[30]  T. J. Overbye,et al.  A Test Case for the Calculation of Geomagnetically Induced Currents , 2012, IEEE Transactions on Power Delivery.

[31]  L. Bolduc,et al.  Development of a DC current-blocking device for transformer neutrals , 2005, IEEE Transactions on Power Delivery.

[32]  R. A. Walling,et al.  Characteristics of transformer exciting-current during geomagnetic disturbances , 1991 .

[33]  Qun Qiu,et al.  Geomagnetic Disturbance: A comprehensive approach by American Electric Power to address the impacts. , 2015, IEEE Electrification Magazine.

[34]  A. Rezaei-Zare,et al.  Simulation of Transformer Hotspot Heating due to Geomagnetically Induced Currents , 2013, IEEE Transactions on Power Delivery.

[35]  Matthew. Vlissides,et al.  TRANSMISSION SYSTEM PLANNED PERFORMANCE FOR GEOMAGNETIC DISTURBANCE EVENTS , 2014 .