A penalty-based discretization algorithm is proposed. The algorithm consistently provides a near-optimal discrete solution for shunt controls without combinatorial search. It has been implemented in a production grade Newton optimal power flow program and tested on two actual power networks. Tests showed that the algorithm provides near-optimal discrete solutions.>
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Liu et al. (1992) studied this question.
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