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   COOPERATIVE SECONDARY VOLTAGE CONTROL OF STATIC CONVERTERS IN A MICROGRID USING MODEL-FREE REINFORCEMENT LEARNING   [View] 
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 Author(s)   Edward SMITH 
 Abstract   Agent-based secondary voltage regulation in an islanded MicroGrid is complicated by non-linear system dynamics, state couplings and uncertain communication network topology information. This paper proposes an off-policy learning algorithm for cooperative secondary voltage control which can synthesize an optimal feedback controller in real-time without knowledge of the system model. A simulation model has been developed using MATLAB/Simulink, which demonstrates a working controller. Results from the simulations are included, and practical considerations regarding implementation on a real system discussed. 
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Filename:0228-epe2019-full-13505064.pdf
Filesize:527.9 KB
 Type   Members Only 
 Date   Last modified 2020-08-14 by System