TY - JOUR
T1 - Optimal Blocking Device Placement for Geomagnetic Disturbance Mitigation
AU - Liang, Yi
AU - He, Di
AU - Zhu, Hao
AU - Chen, Deming
N1 - Funding Information:
Manuscript received September 12, 2018; revised March 15, 2018 and July 3, 2019; accepted July 3, 2019. Date of publication July 25, 2019; date of current version November 20, 2019. This work was supported in part by the National Science Foundation under Awards 1520864 and 1807097. Paper no. TPWRD-01069-2018. (Corresponding author: Yi Liang.) Y. Liang, D. He, and D. Chen are with the Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Champaign, IL 61820 USA (e-mail: yiliang2@illinois.edu; dihe@illinois.edu; dchen@illinois.edu).
Publisher Copyright:
© 1986-2012 IEEE.
PY - 2019/12
Y1 - 2019/12
N2 - Geomagnetically induced currents (GICs) introduced by geomagnetic disturbances (GMDs) can damage transformers, increase reactive power losses, and cause reliability issues in power systems. Finding an optimal strategy to place blocking devices (BDs) at transformer neutrals is essential to mitigating the negative impact of GICs. In this paper, we study and solve the problem of optimal BD placement (OBP), aiming at minimizing the damages of GMDs, subject to various practical constraints. In particular, our approach accounts for the potential impact of BD placement to neighboring interconnected systems; we also consider the time-varying nature of the geoelectric field in BD placement. To the best of our knowledge, neither has been considered in the existing works. Under these constraints, the combined complexity of solving the OBP problem on a large-scale system poses a big challenge. To address this, we developed a simulated annealing-based algorithm that can achieve near-optimal solutions for the OBP problem at a reduced computational complexity, while taking the above constraints into account. More importantly, this paper provides a general mathematical framework that can be used to solve various OBP problems, with different objective functions and constraints. We demonstrated the effectiveness and the efficiency of our method by using power systems of various sizes.
AB - Geomagnetically induced currents (GICs) introduced by geomagnetic disturbances (GMDs) can damage transformers, increase reactive power losses, and cause reliability issues in power systems. Finding an optimal strategy to place blocking devices (BDs) at transformer neutrals is essential to mitigating the negative impact of GICs. In this paper, we study and solve the problem of optimal BD placement (OBP), aiming at minimizing the damages of GMDs, subject to various practical constraints. In particular, our approach accounts for the potential impact of BD placement to neighboring interconnected systems; we also consider the time-varying nature of the geoelectric field in BD placement. To the best of our knowledge, neither has been considered in the existing works. Under these constraints, the combined complexity of solving the OBP problem on a large-scale system poses a big challenge. To address this, we developed a simulated annealing-based algorithm that can achieve near-optimal solutions for the OBP problem at a reduced computational complexity, while taking the above constraints into account. More importantly, this paper provides a general mathematical framework that can be used to solve various OBP problems, with different objective functions and constraints. We demonstrated the effectiveness and the efficiency of our method by using power systems of various sizes.
KW - Geomagnetically induced current (GIC)
KW - blocking device (BD)
KW - optimal placement
KW - power system analysis
KW - simulated annealing (SA)
KW - time-varying geoelectric field
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U2 - 10.1109/TPWRD.2019.2930998
DO - 10.1109/TPWRD.2019.2930998
M3 - Article
AN - SCOPUS:85077736077
SN - 0885-8977
VL - 34
SP - 2219
EP - 2231
JO - IEEE Transactions on Power Delivery
JF - IEEE Transactions on Power Delivery
IS - 6
M1 - 8772173
ER -