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Authors: Y. Shi 1 ; H. D. Tuan 1 ; S. W. Su 1 and A. V. Savkin 2

Affiliations: 1 University of Technology, Australia ; 2 University of New South Wales, Australia

Keyword(s): Optimal Power Flow (OPF), Transmission Networks, Rank-one Matrix Constraint, Nonsmooth Optimization, Semi-Definite Programming (SDP).

Related Ontology Subjects/Areas/Topics: Energy and Economy ; Energy-Aware Systems and Technologies ; Optimization Techniques for Efficient Energy Consumption

Abstract: The optimal power flow (OPF) problem for power transmission networks is an NP-hard optimization problem with numerous quadratic equality and indefinite quadratic inequality constraints on bus voltages. The existing nonlinear solvers often fail in yielding a feasible solution. In this paper, we follow our previously developed nonsmooth optimization approach to address this difficult large-scale OPF problem, which is an iterative process to generate a sequence of improved solutions that converge to an optimal solution. Each iteration calls an SDP of a moderate dimension. Intensive simulations for OPF over networks with a large number of buses are provided to demonstrate the efficiency of our approach.

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Paper citation in several formats:
Shi, Y. ; Tuan, H. ; Su, S. and Savkin, A. (2016). Multiple Matrix Rank Constrained Optimization for Optimal Power Flow over Large Scale Transmission Networks. In Proceedings of the 5th International Conference on Smart Cities and Green ICT Systems - SMARTGREENS; ISBN 978-989-758-184-7; ISSN 2184-4968, SciTePress, pages 384-389. DOI: 10.5220/0005921303840389

@conference{smartgreens16,
author={Y. Shi and H. D. Tuan and S. W. Su and A. V. Savkin},
title={Multiple Matrix Rank Constrained Optimization for Optimal Power Flow over Large Scale Transmission Networks},
booktitle={Proceedings of the 5th International Conference on Smart Cities and Green ICT Systems - SMARTGREENS},
year={2016},
pages={384-389},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005921303840389},
isbn={978-989-758-184-7},
issn={2184-4968},
}

TY - CONF

JO - Proceedings of the 5th International Conference on Smart Cities and Green ICT Systems - SMARTGREENS
TI - Multiple Matrix Rank Constrained Optimization for Optimal Power Flow over Large Scale Transmission Networks
SN - 978-989-758-184-7
IS - 2184-4968
AU - Shi, Y.
AU - Tuan, H.
AU - Su, S.
AU - Savkin, A.
PY - 2016
SP - 384
EP - 389
DO - 10.5220/0005921303840389
PB - SciTePress

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