TY - GEN
T1 - Using network metrics to achieve computationally efficient optimal transmission switching
AU - Barrows, Clayton
AU - Blumsack, Seth
AU - Bent, Russell
PY - 2013
Y1 - 2013
N2 - Recent studies have shown that dynamic removal of transmission lines from operation ("Transmission Switching") can reduce costs associated with power system operation. Smart Grid systems introduce flexibility into the transmission network topology and enable co-optimization of generation and network topology. The optimal transmission switching (OTS) problem has been posed in on small test systems, but problem complexity and large system sizes make OTS intractable. Our previous work suggests that most economic benefits of OTS arise through switching a small number of lines, so pre-screening has the potential to produce good solutions in less time. We explore the use of topological and electrical graph metrics to increase solution speed via solution space reduction. We find that screening based on line outage distribution factors outperforms other methods. When compared to un-screened OTS on the RTS-96 and IEEE 118-Bus networks, the sensitivitybased screen generates near optimal solutions in a fraction of the time.
AB - Recent studies have shown that dynamic removal of transmission lines from operation ("Transmission Switching") can reduce costs associated with power system operation. Smart Grid systems introduce flexibility into the transmission network topology and enable co-optimization of generation and network topology. The optimal transmission switching (OTS) problem has been posed in on small test systems, but problem complexity and large system sizes make OTS intractable. Our previous work suggests that most economic benefits of OTS arise through switching a small number of lines, so pre-screening has the potential to produce good solutions in less time. We explore the use of topological and electrical graph metrics to increase solution speed via solution space reduction. We find that screening based on line outage distribution factors outperforms other methods. When compared to un-screened OTS on the RTS-96 and IEEE 118-Bus networks, the sensitivitybased screen generates near optimal solutions in a fraction of the time.
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U2 - 10.1109/HICSS.2013.590
DO - 10.1109/HICSS.2013.590
M3 - Conference contribution
AN - SCOPUS:84875491107
SN - 9780769548920
T3 - Proceedings of the Annual Hawaii International Conference on System Sciences
SP - 2187
EP - 2196
BT - Proceedings of the 46th Annual Hawaii International Conference on System Sciences, HICSS 2013
T2 - 46th Annual Hawaii International Conference on System Sciences, HICSS 2013
Y2 - 7 January 2013 through 10 January 2013
ER -