Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/78709
Title: Democratic joint operations algorithm for optimal power extraction of PMSG based wind energy conversion system
Authors: Yang, B
Yu, T
Shu, HC
Zhang, XS 
Qu, KP
Jiang, L
Keywords: Democratic joint operations algorithm
Shuffling strategy
Permanent magnetic synchronous generator
Maximum power point tracking
Wind energy conversion system
Issue Date: 2018
Publisher: Pergamon Press
Source: Energy conversion and management, 1 Mar. 2018, v. 159, p. 312-326 How to cite?
Journal: Energy conversion and management 
Abstract: This paper proposes a novel military philosophy inspired meta-heuristic algorithm called democratic joint operations algorithm (DJOA), which attempts to find the optimal parameters of proportional-integral-derivative (PID) controllers of permanent magnetic synchronous generator (PMSG) based wind energy conversion system (WECS), such that a maximum power point tracking (MPPT) under different wind speed profiles can be achieved. In order to realize a deeper optimum search, an additional deputy officer is introduced into the democratic defensive operations of each military unit, in which the soldiers can wisely seek a more optimal defensive position following the consensus/compromise of the officer and deputy officer. Furthermore, the shuffling strategy of shuffled frog leaping algorithm (SFLA) is employed for the shuffling regroup operations of DJOA, which effectively avoids the local optimum trapping by sharing the global position information among all the soldiers. Three case studies are carried out, e.g., step change of wind speed, low-turbulence stochastic wind speed variation, and high-turbulence stochastic wind speed variation, respectively. Simulation results verify that an improved optimal power extraction can be realized by DJOA compared with that of other five typical meta heuristic algorithms.
URI: http://hdl.handle.net/10397/78709
ISSN: 0196-8904
EISSN: 1879-2227
DOI: 10.1016/j.enconman.2017.12.090
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