论文标题
通过阻尼分配到非线性Koopman模式,建筑物中振荡温度场的控制
Control of Oscillatory Temperature Field in a Building via Damping Assignment to Nonlinear Koopman Mode
论文作者
论文摘要
本文解决了建筑物中空调系统的控制问题,该系统被认为是非线性分布式参数系统的控制实践。具体而言,我们考虑了控制器的设计,用于抑制室内温度场的振荡响应。本文中的主要思想是将库普曼操作员和库普曼模式分解的新兴理论应用于非线性系统,并以完全数据驱动的方式将抑制分配的技术提出抑制分配的技术。通过测量实际房间空间来指导的数值模拟来检查其有效性。
This paper addresses a control problem on air-conditioning systems in buildings that is regarded as a control practice of nonlinear distributed-parameter systems. Specifically, we consider the design of a controller for suppressing an oscillatory response of in-room temperature field. The main idea in this paper is to apply the emergent theory of Koopman operator and Koopman mode decomposition for nonlinear systems, and to formulate a technique of damping assignment to a nonlinear Koopman mode in a fully data-driven manner. Its effectiveness is examined by numerical simulations guided by measurement of a practical room space.