Distributed power flow and distributed optimization—Formulation, solution, and open source implementation
نویسندگان
چکیده
Solving the power flow problem in a distributed fashion empowers different grid operators to compute overall state without having share models—this is practical which industry does not have off-the-shelf answers. We propose two physically consistent formulations (a feasibility and least-squares formulation) amenable solution methods from optimization: Alternating direction method of multipliers (admm), Augmented Lagrangian based Direction Inexact Newton (aladin); latter comes with convergence guarantees. In addition, we provide open source matlab code for rapid prototyping (rapidpf): fully matpower-compatible software that facilitates laborious task formulating problems as optimization problems. Simulation results systems ranging 53 buses (with 3 regions) up 4662 5 show formulation solved aladin requires just about half dozen coordinating steps before solved.
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ژورنال
عنوان ژورنال: Sustainable Energy, Grids and Networks
سال: 2021
ISSN: ['2352-4677']
DOI: https://doi.org/10.1016/j.segan.2021.100471