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Fuzzy controller optimized by genetic algorithm for the molten metal level in the twin roll strip casting process

机译:遗传算法优化的双辊带钢铸铁液位模糊控制器

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摘要

In the twin roll strip casting process, the control for the molten metal level is difficult owing to non-linear and time-varying of the control parameters. In the paper, on the basis of the geometry shape of the molten metal pool and the continuity of metal, the level mathematic model is built. Then a fuzzy control strategy is adopted to control the level. Moreover GA(Genetic algorithm) is used to obtain better fuzzy parameters. Simulations show the fuzzy controller optimized by GA greatly improves the control performance.
机译:在双辊薄带连铸工艺中,由于控制参数的非线性和时变,难以控制熔融金属的液面。本文根据熔融金属池的几何形状和金属的连续性,建立了水平数学模型。然后采用模糊控制策略来控制水平。此外,遗传算法被用来获得更好的模糊参数。仿真结果表明,遗传算法优化的模糊控制器大大提高了控制性能。

著录项

  • 来源
    《Materials science forum》 |2015年第2015期|197-200|共4页
  • 作者单位

    University of Science and Technology Liaoning , Anshan, Liaoning, China, 114051;

    University of Science and Technology Liaoning , Anshan, Liaoning, China, 114051;

    University of Science and Technology Liaoning , Anshan, Liaoning, China, 114051;

    University of Science and Technology Liaoning , Anshan, Liaoning, China, 114051;

    University of Science and Technology Liaoning , Anshan, Liaoning, China, 114051;

    University of Science and Technology Liaoning , Anshan, Liaoning, China, 114051;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Twin roll strip cast; Molten metal level control; Fuzzy control; Genetic algorithm;

    机译:双辊带钢铸造;熔融金属液位控制;模糊控制;遗传算法;

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