首页> 外文会议>Emerging Technologies and Factory Automation, 2005. ETFA 2005. 10th IEEE Conference on >Inverter for Microturbines Based on Multiobjective Genetic Algorithm
【24h】

Inverter for Microturbines Based on Multiobjective Genetic Algorithm

机译:基于多目标遗传算法的微型水轮机逆变器

获取原文

摘要

In this paper, authors present a new design method for Pulse Width Modulation inverters in microturbines by using a multiobjective genetic algorithm. The design problem is converted to an equivalent optimization problem, and then a multiobjective genetic algorithm is adopted to find a solution. The genetic algorithm is proposed to design a fuzzy controller. In this GA approach, an individual is constructed to represent the fuzzy controller. Multiobjective genetic algorithm confers a number of advantages over conventional multiobjective optimization methods by evolving a family of Pareto-optimal solutions rather than a single solution estimate. This optimal fuzzy controller is suitable for the Specific Harmonic Elimination PWM technology, as demonstrated by the examples given in this paper.
机译:在本文中,作者提出了一种使用多目标遗传算法的微型涡轮机脉宽调制逆变器的新设计方法。将设计问题转换为等效优化问题,然后采用多目标遗传算法找到解决方案。提出了遗传算法来设计模糊控制器。在这种遗传算法中,一个人被构造成代表模糊控制器。与传统的多目标优化方法相比,多目标遗传算法通过演化一系列的帕累托最优解而不是单个解估计,具有许多优势。如本文中的示例所示,这种最佳模糊控制器适用于特定谐波消除PWM技术。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号