基于梯度优化的潮汐水轮机永磁发电机设计

Astrid Røkke
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引用次数: 7

摘要

对一个有九个变量的解析问题进行了优化求解,以寻找潮汐水轮机的最佳永磁发电机。在给定的设计规范下,采用基于梯度的求解器求出活性材料的最小成本。使用MATLAB中的函数fmincon,并对该函数可用的最小化算法进行了比较。由于这些求解器只能找到一个局部最小值,因此使用MultiStart过程和遗传算法(GA)来执行搜索,试图找到其他最小值。计算了绕组、定子片、转子磁体和实心钢的损耗,并对效率进行了限制。研究了改变这一约束的成本效应。以重量和材料成本为目标函数进行了优化,并给出了不同的设计结果。
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Gradient based optimization of Permanent Magnet generator design for a tidal turbine
An optimization of an analytical problem with nine variables is executed to find the optimal Permanent Magnet (PM) generator for a tidal turbine. A gradient based solver is used to find the minimum cost of active materials for the given design specifications. The MATLAB function fmincon is used, and the possible minimization algorithms available for this function are compared. As these solvers are only able to find a local minimum, a search is performed trying to find other minimas, both using a MultiStart procedure and using a Genetic Algorithm (GA). Losses are calculated for windings, stator laminations and rotor magnets and solid steel, and a constraint is put on efficiency. The cost effect of varying this constraint is investigated. Optimizations are done with both weight and material cost as objective function, and the different resulting designs are presented.
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