New Methods for Dynamic System Estimation

从正常运行数据的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。该项目以一项前景看好的初步研究为基础，将开发和分析解决这些问题的新方法。这将在用于精确模型生成的方法的简单性、稳健性和通用性方面带来显著的进步，并伴随着许多工程系统的更高效和更高性能的操作的好处。

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.