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A Novel Bio-Inspired Algorithm Applied to Selective Harmonic Elimination in a Three-Phase Eleven-Level Inverter

机译:一种应用于三相十一电平逆变器选择性消谐的仿生算法

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摘要

Selective harmonics elimination (SHE) is a widely applied control strategy in multilvel inverters for harmonics reduction. SHE is designed for the elimination of low-order harmonics while keeping the fundamental component equal to any previously specified amplitude. This paper proposes a novel bio-inspired metaheuristic optimization algorithm called Black Widow Optimization Algorithm (BWOA) for solving the SHE set of equations. BWOA mimics the spiders' different movement strategies for courtship-mating, guaranteeing the exploration and exploitation of the search space. The optimization results show the reliability of BWOA compared to the state-of-the-art metaheuristic algorithms and show competitive results as a microalgorithm, opening its future application for an on-line optimization calculation in low requirement hardware.
机译:选择性谐波消除 (SHE) 是多重逆变器中广泛应用的谐波降低控制策略。SHE设计用于消除低次谐波,同时保持基波分量等于任何先前指定的幅度。该文提出了一种新的仿生元启发式优化算法,称为黑寡妇优化算法(BWOA),用于求解SHE方程组。BWOA模仿蜘蛛不同的运动策略进行求偶交配,保证了对搜索空间的探索和利用。优化结果显示了BWOA与最先进的元启发式算法相比的可靠性,并显示出作为微算法的竞争结果,为低要求硬件的在线优化计算开辟了未来应用。

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