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A Survey of Distributed Optimization and Control Algorithms for Electric Power Systems

IEEE Transactions on Smart Grid · 2017 · Vol. 8(6) · pp. 2941–2962
Daniel K. MolzahnFlorian DörflerHenrik SandbergSteven H. LowSambuddha ChakrabartiRoss BaldickJavad Lavaei

Abstract

Historically, centrally computed algorithms have been the primary means of power system optimization and control. With increasing penetrations of distributed energy resources requiring optimization and control of power systems with many controllable devices, distributed algorithms have been the subject of significant research interest. This paper surveys the literature of distributed algorithms with applications to optimization and control of power systems. In particular, this paper reviews distributed algorithms for offline solution of optimal power flow (OPF) problems as well as online algorithms for real-time solution of OPF, optimal frequency control, optimal voltage control, and optimal wide-area control problems.

Optimal Power Flow DistributionSmart Grid Energy ManagementPower System Optimization and StabilityElectric power systemOptimal controlComputer scienceDistributed generationPower controlPower (physics)Optimization problemDistributed algorithmPower flowAlgorithm

Funding

  • National Science Foundation
  • Office of Electricity Delivery and Energy Reliability
Citations
1,229
FWCI
60.31
field-weighted impact
References
335
Percentile
100%
vs. same field & year
Citations per year
References
Secondary Frequency and Voltage Control of Islanded Microgrids via Distributed Averaging
IEEE Transactions on Industrial Electronics · 2015 · 934 citations
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IEEE Transactions on Power Electronics · 2013 · 1,046 citations
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IEEE Transactions on Smart Grid · 2013 · 675 citations
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Optimal capacitor placement on radial distribution systems
IEEE Transactions on Power Delivery · 1989 · 2,006 citations
Branch Flow Model: Relaxations and Convexification—Part I
IEEE Transactions on Power Systems · 2013 · 1,424 citations
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