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Robust Experiment Design for Dynamical System Identification

Robust Experiment Design for Dynamical System Identification
动力系统辨识的鲁棒实验设计
批准号:
DP0774087
负责人:
A/Prof James Welsh
金额:
$27.71万
依托单位:
依托单位国家:
澳大利亚
项目类别:
Discovery Projects
财政年份:
2007
资助国家:
澳大利亚
项目状态:
已结题
起止时间:
2007-02-01 至 2009-12-31

项目摘要

项目成果

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中文摘要
翻译
创新和新的稳健的实验设计方法是一项前沿技术改造澳大利亚的工业。稳健的实验设计为生成高保真模型提供了坚实的基础,通过使用突破性的科学,可以在最短的时间内对模型进行估计。此外,这将对所研究的过程的正常操作造成最小的干扰。由于大多数先进的工业过程控制系统依赖于精确的模型,由于过程控制的隐性改进,也可以节省大量费用。
英文摘要
Innovative and new robust experiment design methodologies are a Frontier Technology for Transforming Australian Industries. By providing a solid foundation for generating high fidelity models, robust experiment design will, by the use of breakthrough science, facilitate the estimation of models in minimum time. Also, this will entail minimal disruption to the normal operation of the process under study. With the majority of advanced industrial process control systems reliant on accurate models significant savings could also be made due to the implicit improvement in process control.
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Robust Dynamical System Identification
  • 批准号:
    DP1095123
  • 项目类别:
    Discovery Projects
  • 资助金额:
    $15.32万
  • 财政年份:
    2010
  • 负责人:
    A/Prof James Welsh
  • 依托单位:
Novel time-frequency techniques for analysing and modeling non-stationary physical and engineering data
  • 批准号:
    DP0986391
  • 项目类别:
    Discovery Projects
  • 资助金额:
    $18.02万
  • 财政年份:
    2009
  • 负责人:
    A/Prof James Welsh
  • 依托单位:
New System Identification Techniques Utilising Misspecified Models
  • 批准号:
    DP0666828
  • 项目类别:
    Discovery Projects
  • 资助金额:
    $9.64万
  • 财政年份:
    2006
  • 负责人:
    A/Prof James Welsh
  • 依托单位:
海外基金