New Methods for Dynamic System Estimation

动态系统估计的新方法

• 批准号: DP0208665
• 负责人: Prof Brett Ninness
• 金额: $ 25.39万
• 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: 2002
• 资助国家: 澳大利亚
• 起止时间: 2002-01-01 至 2006-06-30
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP0208665
• 关键词: New; Methods; Dynamic; System; Estimation

The estimation of dynamic system models from records of normal operating data is a significant problem across many engineering applications ranging from (at least) chemical process control to the implementation of telecommunications networks. This project, based on a promising pilot study, will develop and analyse new methods for solving these problems. This will lead to significant advances in the simplicity, robustness and generality of methods for accurate model generation with attendant benefits of more efficient and higher performance operation of many engineering systems.

从正常运行数据记录中估计动态系统模型是许多工程应用中的一个重要问题，从（至少）化学过程控制到电信网络的实施。该项目基于一项有希望的试点研究，将开发和分析解决这些问题的新方法。这将导致精确模型生成方法的简洁性、鲁棒性和通用性方面的重大进步，并带来许多工程系统更有效和更高性能运行的好处。