- Math-Fi seminar on 30 Jan.
- Date: 30 Jan. (Thu.)
- Place: West Wing, 6th floor, Colloquium Room and on the Web (zoom)
- Time: 16:30–18:30
- Speaker: Ritsusamuel Otsubo (Industrial Research Center of Shiga Prefecture)
- Title: Study on Control for Hypothesis Testing of Dynamic Systems
- Abstract:
Currently, industrial product testing faces challenges such as a shortage of personnel and significant mental and physical burdens. As a result, automation has become an urgent necessity to address these issues. When testing components such as motors and hydraulic pistons, a method is employed where input is applied to the product, and its output is analyzed to determine whether it functions normally or abnormally. In such tests, it is crucial to develop a control system that can efficiently obtain the required information while minimizing the strain on both the test object and the equipment. Additionally, the system must maintain robustness against disturbances and noise to ensure reliable results. In this seminar, we address hypothesis testing problems for parameters that characterize one-dimensional dynamic linear systems. The random disturbance of these systems is modeled as a stochastic variable defined on a space of continuous functions, characterized by its power spectral density. We also examine the behavior of linear systems under the influence of random disturbance. Additionally, we discuss an approximation of the random disturbance using the Ornstein-Uhlenbeck process. Based on these discussions, we consider the design of control systems to address these challenges.