Workflow composition and analysis in Industry 4.0 warehouse automation

被引:4
|
作者
Kattepur, Ajay [1 ]
机构
[1] TCS Res & Innovat, Embedded Syst & Robot, Bangalore, Karnataka, India
关键词
formal verification; programming languages; mobile robots; warehouse automation; multi-robot systems; industrial engineering; industrial robots; Orc specifications; workflow net representations; fine grained analysis; warehouse operations; complex workflow interactions; Industry 4.0 warehouse automation; workflow compositions; business process; concurrent invocations; dynamic deployments; optimal runtime binding; industrial deployments; workflow patterns; complex deployments; Orc concurrent programming language; TAPAAL model checker; picker robots; delivery robots;
D O I
10.1049/iet-cim.2019.0017
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Workflow compositions have been exploited in business process modelling to handle concurrent invocations of modular components. With the emergence of Industry 4.0 warehouse automation, which enable the integration of business processes, mechanised robots, sensor-actuators and human participants, analysis and specification of workflows become crucial. As such environments have dynamic deployments due to varying demand rates and environmental conditions, the workflow compositions are intended to be adaptable to runtime changes. In addition, monitoring the end-to-end latency and optimal runtime binding is critical in industrial deployments such as warehouse automation. The authors provide specifications in the concurrent programming language Orc that supports most commonly used workflow patterns. Complex deployments involving multiple robotic agents and business processes further require analysis of correctness, liveness, and safety properties. In order to verify the workflows, the Orc specifications are translated into workflow net representations, with verification done using the TAPAAL model checker. The advantages of deploying fine grained analysis of workflows are demonstrated over picker/delivery robots involved in warehouse operations. The envisioned set of reusable specifications may be extended and applied to a variety of Industry 4.0 deployments to handle complex workflow interactions.
引用
收藏
页码:78 / 89
页数:12
相关论文
共 50 条
  • [41] Lessons for the biopharma sector on automation, analytics and embracing industry 4.0
    Cameron, Loe
    [J]. Manufacturing Chemist, 2019, 90 (10): : 32 - 34
  • [42] I4.0 in the Process Industry - Automation of Business Processes
    Otten, Wilhelm
    [J]. ATP EDITION, 2018, (1-2): : 3 - 3
  • [43] Industry 4.0-not just the next Generation of Automation Technology
    Kegel, Gunther
    [J]. AT-AUTOMATISIERUNGSTECHNIK, 2018, 66 (09) : 683 - 683
  • [44] Automation Of Machine-Building Production According To Industry 4.0
    Martinova, L., I
    Martinov, G. M.
    [J]. PROCEEDINGS OF THE 2018 3RD RUSSIAN-PACIFIC CONFERENCE ON COMPUTER TECHNOLOGY AND APPLICATIONS (RPC), 2018,
  • [45] 5G-Automation of Vertical Systems in the Industry 4.0
    Izario, Daniel
    Brancalhone, Joao
    Iano, Yuzo
    de Oliveira, Gabriel Gomes
    Vaz, Gabriel Caumo
    Izario, Karine
    [J]. PROCEEDINGS OF THE 7TH BRAZILIAN TECHNOLOGY SYMPOSIUM (BTSYM 21): EMERGING TRENDS IN HUMAN SMART AND SUSTAINABLE FUTURE OF CITIES, VOL 1, 2023, 207 : 35 - 43
  • [46] Automation and robotics in the context of Industry 4.0: the shift to collaborative robots
    Galin, Rinat
    Meshcheryakov, Roman
    [J]. INTERNATIONAL WORKSHOP ADVANCED TECHNOLOGIES IN MATERIAL SCIENCE, MECHANICAL AND AUTOMATION ENGINEERING - MIP: ENGINEERING - 2019, 2019, 537
  • [47] A labelling system and automation comparison index for industry 4.0 system
    Kumar, Shailendra
    Asjad, Mohammad
    Suhaib, Mohd
    [J]. INDUSTRIAL ROBOT-THE INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH AND APPLICATION, 2022, 49 (03): : 415 - 427
  • [48] Didactic bench to support automation learning - Industry 4.0 education
    Pereira, Filipe
    Lopes, Rogerio
    Sarmento, Ruben
    Felgueiras, Carlos
    [J]. XV INTERNATIONAL CONFERENCE OF TECHNOLOGY, LEARNING AND TEACHING OF ELECTRONICS (TAEE 2022), 2022,
  • [49] Software development for Industry 4.0 neuroprocessor industrial automation systems
    Romanchuk, V. A.
    [J]. INTERNATIONAL WORKSHOP ADVANCED TECHNOLOGIES IN MATERIAL SCIENCE, MECHANICAL AND AUTOMATION ENGINEERING - MIP: ENGINEERING - 2019, 2019, 537
  • [50] Automation of Warehouse Management and Assortment in the Distribution of Durable Goods: An Analysis for the Ceramics and Building Supplies Industry in Spain
    Molla-Descals, Alejandro
    Gil-Saura, Irene
    Ruiz-Molina, Maria-Eugenia
    [J]. JOURNAL OF MARKETING CHANNELS, 2009, 16 (04) : 375 - 390