2025年12月16日学术报告

题目：Data Driven Modeling

报告人：Akshya Swain 副教授，奥克兰大学

时间：2025年12月16日 9：00

地点：物联网工程学院C438

报告人简介：

Akshya Swain is an associate professor of Electrical, Computer and Software Engineering at the University of Auckland. His research advances nonlinear system identification, control, and intelligent optimization, with applications in power and energy systems. He leads the Applied Control and System Identification group and is known for impactful contributions bridging theory and engineering practice.

报告摘要：

This lecture presents the principles and methods of data-driven system identification, showing how to build predictive mathematical models of dynamic systems directly from input–output data using linear, nonlinear, and state-space modeling techniques, along with guidelines for experiment design and model validation.