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微生物发酵非线性系统辨识、控制及并行优化研究
  • ISSN号：2095-3070
  • 期刊名称：《数学建模及其应用》
  • 时间：0
  • 分类：O231[理学—运筹学与控制论;理学—数学]
  • 作者机构：大连理工大学数学科学学院, 大连理工大学生命科学与技术学院
  • 相关基金：国家自然科学基金项目(10471014;10671126;10871033;29806002;20176005;11171050;21306021;21476042;11401073)
作者： 冯恩民, 修志龙, 袁金龙
关键词： 非线性动力系统, 辨识模型, 生物系统鲁棒性, 并行优化
中文摘要：

主要研究微生物发酵过程中不同工况下的非线性、非光滑且无法求得解析解的动力系统及其主要性质,建立了具有数百个不同动力系统为主要约束、有连续与离散两种辨识参量、依据实验数据与生物系统鲁棒性为性能指标的辨识模型,阐述了此类辨识模型与最优控制模型的建立方法、数值模拟方法及并行优化计算方法,并介绍了笔者的著作《非线性发酵动力系统——辨识、控制与并行优化》的基本内容。

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微生物批式流加发酵动力系统及参数辨识
Strong stability of optimal design to dynamic system for the fed-batch culture
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微生物发酵法生产1，3-丙二醇的研究新进展
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期刊信息
  • 《数学建模及其应用》
  • 主管单位:山东省教育厅
  • 主办单位:山东科技大学
  • 主编：李大潜
  • 地址：山东省青岛经济技术开发区前湾港路579号
  • 邮编：266590
  • 邮箱：
  • 电话：0532-86057295
  • 国际标准刊号：ISSN：2095-3070
  • 国内统一刊号：ISSN：37-1485/O1
  • 邮发代号:
  • 获奖情况:
  • 国内外数据库收录:
  • 被引量:18