Design of a Data-Driven Cyber-Physical Control System Based on Generalized Minimum Variance Control

カテゴリ：部門大会

論文No：SS1-6

グループ名：【C】2025年電気学会電子・情報・システム部門大会

発行日：2025/8/20

タイトル(英語)：Design of a Data-Driven Cyber-Physical Control System Based on Generalized Minimum Variance Control

著者名：Li Zhifeng（Hiroshima University）,Kinoshita Takuya（Hiroshima University）,Toru Yamamoto（Hiroshima University）

著者名(英語)： Zhifeng Li (Hiroshima University),Takuya Kinoshita (Hiroshima University),Toru Yamamoto (Hiroshima University)

キーワード：Cyber-Physical System,Generalized Minimum Variance Contro,Data-Driven,Control Performance Assessment,Model Evaluation IndexProcess Control

要約(日本語)：Industry 4.0 advocates the establishment of smart factories and emphasizes the development of cyber-physical systems (CPS) against the problems such as labor shortages. On the other hand, data-driven and other flexible methods of data utilization have been emphasized and developed since the development of IoT. This study proposes a method to design a data-driven cyber-physical control system. First, a performance monitoring and evaluation for a generalized minimum variance-based PID control system is designed. Second, appropriate model reconstruction and controller optimization are performed for the performance degradation detected on the physical side. Final, the usefulness of the method was quantitatively verified through numerical simulations using two communicating PCs.

本誌掲載ページ：1775-1777p

原稿種別：英語

PDFファイルサイズ：353Kバイト