4.4 Article

SR-based chance-constrained economic dispatch for power systems with wind power

Journal

IET GENERATION TRANSMISSION & DISTRIBUTION
Volume 13, Issue 13, Pages 2779-2788

Publisher

INST ENGINEERING TECHNOLOGY-IET
DOI: 10.1049/iet-gtd.2018.6549

Keywords

load flow; probability; power generation economics; power system transient stability; power generation dispatch; wind power plants; SR-based chance-constrained economic dispatch; power systems; wind power; chance-constrained economic dispatch model; power variations; transient stability constraints; chance constraints; transient stability limits; branch power flow limits; uncertain power injections; power dispatchers; power system operation; AGC regulation; forecast errors; power flow limits; security region approach; SR approach; hyper-plane characteristics; equivalent deterministic linear inequalities; reserve capacity; dispatch solution

Funding

  1. National Natural Science Foundation of China [51507108]

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In this study, the authors present a chance-constrained economic dispatch model for power systems with the integration of wind power. In the proposed model, the automatic generation control (AGC) regulation is adopted to compensate for the power variations caused by the forecast errors of wind power and load. Moreover, the power flow limits and the transient stability constraints under contingencies are formulated as chance constraints through the security region (SR) approach. On the basis of the hyper-plane characteristics of the boundaries of SR, the chance constraints of power flow limits and transient stability limits are converted to equivalent deterministic linear inequalities. The proposed method can assure that there is enough reserve capacity in the dispatch solution to accommodate the power variations caused by wind power and load, and the branch power flow limits and the transient stability constraints under uncertain power injections and contingencies are satisfied with a high probability. Numerical tests show that the proposed method has well-convergence property and computational efficiency and it serves as a useful tool for power dispatchers to identify a balance between economics and robustness of power system operation.

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