Abstract

AbstractThe discussion about non-centralized MPC schemes for economic dispatch is started by presenting two distributed optimization algorithms that solve Problem (2.15). The proposed methods are based on the augmented Lagrangian approach. First, in Sect. 3.1, a brief introduction about the augmented Lagrangian approach is presented. Then, in Sect. 3.2, a distributed algorithm based on this approach is designed and its convergence properties are stated. Section 3.3 discusses another distributed algorithm based on the ADMM, which also belongs to the class of the augmented Lagrangian methods. Similarly, the design and convergence analysis of the second algorithm is provided. Finally, some comparisons of the proposed algorithms and conclusions are drawn in Sect. 3.4.

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