Unmanned and Autonomous Systems: Future of Automation in Process and Energy Industries

被引:5
|
作者
Borghesan, Francesco [1 ]
Zagorowska, Marta [1 ]
Mercangoz, Mehmet [1 ]
机构
[1] Imperial Coll London, Dept Chem Engn, South Kensington Campus, London SW7 2AZ, England
来源
IFAC PAPERSONLINE | 2022年 / 55卷 / 07期
关键词
Autonomous systems; process automation; process control; machine learning; artificial intelligence; unmanned operation; fault detection; supervisory control; functional safety; human-machine interface; process monitoring; performance optimization; NETWORKS;
D O I
10.1016/j.ifacol.2022.07.555
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Process and energy industries have been recognised as adopters of high levels of automation compared to other sectors. Nonetheless, human cognitive input still plays a critical role in the operation of process plants and replication of these cognitive capabilities remains a key challenge for advancing automation levels. In this paper, we provide an analysis of process and energy industries based on a scenario of reduced availability of skilled labour and increased demands for safety, sustainability, and resilience. We consider the different mechanical, sensing, situational awareness, and decision-making tasks involved in the operation of plants and map them to possible realisations of unmanned and autonomous systems. We discuss the implications of current technology capabilities and future technology development perspectives, the factors influencing the complexity of operation in process plants, and the importance of human-machine collaboration. As part of autonomous system capabilities, we consider adaptation as a key capability and we make a connection to adaptation of model-based solutions. We argue that reaching higher and wider levels of autonomy requires a rethink of the design processes for both the physical plants as well as the way automation, control, and safety solutions are conceptualised. Copyright (C) 2022 The Authors.
引用
收藏
页码:875 / 882
页数:8
相关论文
共 50 条
  • [1] A Future beyond Automation? Autonomous Systems in the Process Industry
    Helget, Andreas
    [J]. ATP MAGAZINE, 2020, (05): : 1 - 1
  • [2] PROCESS AUTOMATION OF WAREHOUSE INSPECTION USING AN AUTONOMOUS UNMANNED AERIALVEHICLE
    Stanko, Jaromir
    Stec, Filip
    Rodina, Jezef
    [J]. MM SCIENCE JOURNAL, 2022, 2022 : 5864 - 5869
  • [3] Costing for an Autonomous Future: A Discussion on Estimation for Unmanned Autonomous Systems
    Ryan, Thomas R., Jr.
    Valerdi, Ricardo
    [J]. 2015 CONFERENCE ON SYSTEMS ENGINEERING RESEARCH, 2015, 44 : 547 - 557
  • [4] AUTOMATION IN PROCESS INDUSTRIES
    ANDERSON, JS
    [J]. INSTRUMENT PRACTICE, 1967, 21 (08): : 733 - &
  • [5] AUTOMATION IN PROCESS INDUSTRIES
    不详
    [J]. BRITISH CHEMICAL ENGINEERING, 1968, 13 (06): : 312 - &
  • [6] Process automation systems -: History and future
    Ramebäck, C
    [J]. ETFA 2003: IEEE CONFERENCE ON EMERGING TECHNOLOGIES AND FACTORY AUTOMATION, VOL 1, PROCEEDINGS, 2003, : 3 - 4
  • [7] The autonomous grid: Automation, intelligence and the future of power systems
    Biagini, Veronica
    Subasic, Milos
    Oudalov, Alexandre
    Kreusel, Jochen
    [J]. ENERGY RESEARCH & SOCIAL SCIENCE, 2020, 65
  • [8] APPLICATION OF AUTOMATION IN PROCESS INDUSTRIES
    不详
    [J]. INSTRUMENT PRACTICE, 1968, 22 (02): : 137 - &
  • [9] APPLICATION OF AUTOMATION IN PROCESS INDUSTRIES
    不详
    [J]. TRANSACTIONS OF THE INSTITUTION OF CHEMICAL ENGINEERS AND THE CHEMICAL ENGINEER, 1967, 45 (10): : C264 - &
  • [10] MANAGEMENT OF AUTOMATION IN PROCESS INDUSTRIES
    CHEVENIX.T
    [J]. CHEMICAL AND PROCESS ENGINEERING, 1971, 52 (08): : 58 - &