TY - GEN
T1 - Implementable Three-Phase OPF Formulations for MV-LV Distribution Networks
T2 - 2019 IEEE PES Conference on Innovative Smart Grid Technologies, ISGT Latin America 2019
AU - Gutierrez-Lagos, Luis
AU - Liu, Michael Z.
AU - Ochoa, Luis F.
N1 - Publisher Copyright:
© 2019 IEEE.
PY - 2019/9
Y1 - 2019/9
N2 - The increasing uptake of distributed energy resources (DER) poses significant operational challenges to Distribution Network Operators (DNOs). In this context, AC Optimal Power Flow (OPF)-based approaches have the potential to aid DNOs' decision-making, to enable the operational orchestration of DER and network elements, improving performance while catering for network constraints. However, the classical OPF formulation is non-linear, and consequently, suffers scalability issues when dealing with realistic distribution networks as they can have over thousands of nodes, require three-phase modelling and contain discrete devices. This work extends the authors' previous works by proposing and comparing two implementable OPF formulations (linear and quadratically-constrained) for operational usage in distribution networks considering D-Y transformers. Results using a realistic MV-LV network show that both formulations can successfully orchestrate the operations of DER and network elements. While the linear OPF offers speed advantages when handling discrete variables, the quadratically-constrained OPF has better accuracy with acceptable speeds.
AB - The increasing uptake of distributed energy resources (DER) poses significant operational challenges to Distribution Network Operators (DNOs). In this context, AC Optimal Power Flow (OPF)-based approaches have the potential to aid DNOs' decision-making, to enable the operational orchestration of DER and network elements, improving performance while catering for network constraints. However, the classical OPF formulation is non-linear, and consequently, suffers scalability issues when dealing with realistic distribution networks as they can have over thousands of nodes, require three-phase modelling and contain discrete devices. This work extends the authors' previous works by proposing and comparing two implementable OPF formulations (linear and quadratically-constrained) for operational usage in distribution networks considering D-Y transformers. Results using a realistic MV-LV network show that both formulations can successfully orchestrate the operations of DER and network elements. While the linear OPF offers speed advantages when handling discrete variables, the quadratically-constrained OPF has better accuracy with acceptable speeds.
KW - Distribution networks
KW - PV systems
KW - on-load tap changers
KW - optimal power flow
KW - scalability
UR - http://www.scopus.com/inward/record.url?scp=85075722247&partnerID=8YFLogxK
U2 - 10.1109/ISGT-LA.2019.8895008
DO - 10.1109/ISGT-LA.2019.8895008
M3 - Conference contribution
AN - SCOPUS:85075722247
T3 - 2019 IEEE PES Conference on Innovative Smart Grid Technologies, ISGT Latin America 2019
BT - 2019 IEEE PES Conference on Innovative Smart Grid Technologies, ISGT Latin America 2019
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 15 September 2019 through 18 September 2019
ER -