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Robust Dynamical System Identification

Robust Dynamical System Identification
鲁棒动力系统辨识
批准号:
DP1095123
负责人:
A/Prof James Welsh
金额:
$15.32万
依托单位:
依托单位国家:
澳大利亚
项目类别:
Discovery Projects
财政年份:
2010
资助国家:
澳大利亚
项目状态:
已结题
起止时间:
2010-01-01 至 2013-07-31

项目摘要

项目成果

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中文摘要
翻译
创新的稳健系统识别方法是改造澳大利亚工业的前沿技术。稳健的系统识别将提供一种通过使用突破性科学来生成高保真模型的技术。随着大多数先进的工业控制系统依赖于精确的模型,由于过程控制的隐性改进,可以大大节省成本。此外,系统识别是大多数现代系统(如航空航天、制造、采矿、矿物加工和电信)的关键使能技术,在新兴的纳米技术和系统生物学领域也很重要。
英文摘要
Innovative robust system identification methods are a Frontier Technology for Transforming Australian Industries. Robust system identification will provide a technology for generating high fidelity models by the use of breakthrough science. With the majority of advanced industrial control systems reliant on accurate models significant savings could be made due to the implicit improvement in process control. Furthermore, system identification is a key enabling technology in most modern systems (e.g. in aerospace, manufacturing, mining, minerals processing and telecommunications) and is also important in the emerging areas of nanotechnology and systems biology.
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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:
Robust Experiment Design for Dynamical System Identification
  • 批准号:
    DP0774087
  • 项目类别:
    Discovery Projects
  • 资助金额:
    $27.71万
  • 财政年份:
    2007
  • 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