TY - GEN
T1 - Efficient Distribution Grid Optimal Power Flow with Discrete Control of Legacy Grid Devices
AU - Savasci, Alper
AU - Inaolaji, Adedoyin
AU - Paudyal, Sumit
AU - Kamalasadan, Sukumar
N1 - Publisher Copyright: © 2021 IEEE.
PY - 2021
Y1 - 2021
N2 - In this work, we present a mathematical model and a computational study of a distribution grid optimal power flow (DOPF) problem with legacy grid devices, i.e., load tap changers (LTCs) and switched capacitors, in active distribution systems. The DOPF model in its original form, with control of LTCs and switched capacitors, is a mixed-integer nonlinear programming (MINLP) problem, which is computationally intractable. Therefore, efficient mixed-integer DOPF models are required for practical feeders to optimally dispatch LTCs and switched capacitors. To this end, utilizing a well known Second Order Cone Programming (SOCP) version of the DOPF formulation, we adopted an exact mixed-integer linear model of LTCs and switched capacitors that leads to an efficient Mixed-Integer SOCP (MISOCP) formulation. The computational performance of the MISOCP DOPF model is evaluated on a modified IEEE 123-node feeder with single-period and multiperiod runs. We showed that MISOCP based OPF formulation provides promising performance in managing legacy grid devices for practical-sized feeder with inter-temporal consideration.
AB - In this work, we present a mathematical model and a computational study of a distribution grid optimal power flow (DOPF) problem with legacy grid devices, i.e., load tap changers (LTCs) and switched capacitors, in active distribution systems. The DOPF model in its original form, with control of LTCs and switched capacitors, is a mixed-integer nonlinear programming (MINLP) problem, which is computationally intractable. Therefore, efficient mixed-integer DOPF models are required for practical feeders to optimally dispatch LTCs and switched capacitors. To this end, utilizing a well known Second Order Cone Programming (SOCP) version of the DOPF formulation, we adopted an exact mixed-integer linear model of LTCs and switched capacitors that leads to an efficient Mixed-Integer SOCP (MISOCP) formulation. The computational performance of the MISOCP DOPF model is evaluated on a modified IEEE 123-node feeder with single-period and multiperiod runs. We showed that MISOCP based OPF formulation provides promising performance in managing legacy grid devices for practical-sized feeder with inter-temporal consideration.
KW - Capacitor banks
KW - Distribution grid modeling
KW - Legacy devices
KW - Load tap changers
KW - Optimal power flow
UR - https://www.scopus.com/pages/publications/85124131787
U2 - 10.1109/PESGM46819.2021.9638228
DO - 10.1109/PESGM46819.2021.9638228
M3 - Conference contribution
T3 - IEEE Power and Energy Society General Meeting
BT - 2021 IEEE Power and Energy Society General Meeting, PESGM 2021
PB - IEEE Computer Society
T2 - 2021 IEEE Power and Energy Society General Meeting, PESGM 2021
Y2 - 26 July 2021 through 29 July 2021
ER -