Data-Informativity for Data-Driven Supervisory Control of Discrete-Event Systems

被引：1
|
作者：
Ohtsuka, Tomofumi [1 ]
Cai, Kai [2 ]
Kashima, Kenji [1 ]
机构：
[1] Kyoto Univ, Grad Sch Informat, Kyoto, Japan
[2] Osaka Metropolitan Univ, Dept Core Informat, Osaka, Japan
来源：
2023 62ND IEEE CONFERENCE ON DECISION AND CONTROL, CDC | 2023年
关键词：
D O I：
10.1109/CDC49753.2023.10383395
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper we develop a data-driven approach for supervisory control of discrete-event systems (DES). We consider a setup in which models of DES to be controlled are unknown, but a set of data concerning the behaviors of DES is available. We propose a new concept of data-informativity, which captures the notion that the available data set contains sufficient information such that a valid supervisor may be constructed for a family of DES models that all can generate the data set. We then characterize data-informativity with a necessary and sufficient condition, based on which we design an algorithm for its verification.
引用
收藏
页码：6923 / 6928
页数：6
相关论文
共 50 条
  • [31] Supervisory Control of Discrete-Event Systems in an Asynchronous Setting
    Rashidinejad, Aida
    Reniers, Michel
    Fabian, Martin
    2019 IEEE 15TH INTERNATIONAL CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING (CASE), 2019, : 494 - 501
  • [32] Robust nonblocking supervisory control of discrete-event systems
    Bourdon, SE
    Lawford, M
    Wonham, WM
    PROCEEDINGS OF THE 2002 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 2002, 1-6 : 730 - 735
  • [33] Modular Supervisory Control and Hierarchical Supervisory Control of Fuzzy Discrete-Event Systems
    Jayasiri, Awantha
    Mann, George K. I.
    Gosine, Raymond G.
    IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2012, 9 (02) : 353 - 364
  • [34] The Informativity Approach: To Data-Driven Analysis and Control
    Van Waarde H.J.
    Eising J.
    Camlibel M.K.
    Trentelman H.L.
    IEEE Control Systems, 2023, 43 (06) : 32 - 66
  • [35] A tutorial on the informativity framework for data-driven control
    van Waarde, Henk J.
    Eising, J.
    Camlibel, M. Kanat
    Trentelman, Harry L.
    2022 IEEE 61ST CONFERENCE ON DECISION AND CONTROL (CDC), 2022, : 1085 - 1090
  • [36] Data Informativity: A New Perspective on Data-Driven Analysis and Control
    van Waarde, Henk J.
    Eising, Jaap
    Trentelman, Harry L.
    Camlibel, M. Kanat
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2020, 65 (11) : 4753 - 4768
  • [37] Towards Optimal Supervisory Control of Discrete-Time Stochastic Discrete-Event Processes with Data
    Markovski, J.
    2013 13TH INTERNATIONAL CONFERENCE ON APPLICATION OF CONCURRENCY TO SYSTEM DESIGN (ACSD 2013), 2013, : 31 - 40
  • [38] Discrete-Event Systems Supervisory Control for a Dynamic Flow Controller
    Afzalian, Ali A.
    Niaki, S. Ali Nabavi
    Iravani, M. Reza
    Wonham, W. M.
    IEEE TRANSACTIONS ON POWER DELIVERY, 2009, 24 (01) : 219 - 230
  • [39] Supervisory Control of Fuzzy Discrete-Event Systems for Simulation Equivalence
    Deng, Weilin
    Qiu, Daowen
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2015, 23 (01) : 178 - 192
  • [40] Supervisory control of discrete-event systems under external attacks
    Wang, Yi
    Li, Yuting
    Yu, Zhenhua
    Wu, Naiqi
    Li, Zhiwu
    Information Sciences, 2021, 562 : 398 - 413
12345