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: The University of Newcastle
• 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
• 起止时间: 2007-02-01 至 2009-12-31
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP0774087
• 关键词: Robust; Experiment; Design; Dynamical; System

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.

创新和强大的实验设计方法是澳大利亚工业转型的前沿技术。通过为生成高保真模型提供坚实的基础，稳健的实验设计将利用突破性科学，促进在最短的时间内估计模型。此外，这将对所研究过程的正常运行造成最小的干扰。由于大多数先进的工业过程控制系统依赖于精确的模型，因此过程控制的隐性改进也可以节省大量成本。