TY - GEN
T1 - An Industrial Internet Platform for Industrial Robots Based on Cloud-Edge-End Service Collaboration
AU - Yan, Jihong
AU - Zhang, Kaiwen
N1 - Publisher Copyright:
© The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024.
PY - 2024
Y1 - 2024
N2 - In the extensive adoption of industrial robots in practice, a multitude of challenges are supposed to be addressed, including the complexities associated with remote monitoring, operational process management, the technical expertise for maintenance, and the time-consuming feature of debugging and deployment processes. However, the conventional service pattern employed in management of industrial robots is hindered by several shortcomings, such as limited computational efficiency, high communication delays, inadequate data privacy, and high demand for network and configuration. Consequently, this study proposes an industrial robot platform on the basis of cloud-edge-end collaboration architecture, which utilizes computing resource virtualization, container orchestration technology, and CI/CD tools to facilitate the deployment of cloud-edge-end collaboration services. To validate the feasibility of the architecture proposed, an industrial robot monitoring scenario is taken as an example. The results demonstrate that the architecture partially mitigates the shortcomings of traditional services, thereby offering valuable insights and guidance for cloud-edge-end based management of industrial robots.
AB - In the extensive adoption of industrial robots in practice, a multitude of challenges are supposed to be addressed, including the complexities associated with remote monitoring, operational process management, the technical expertise for maintenance, and the time-consuming feature of debugging and deployment processes. However, the conventional service pattern employed in management of industrial robots is hindered by several shortcomings, such as limited computational efficiency, high communication delays, inadequate data privacy, and high demand for network and configuration. Consequently, this study proposes an industrial robot platform on the basis of cloud-edge-end collaboration architecture, which utilizes computing resource virtualization, container orchestration technology, and CI/CD tools to facilitate the deployment of cloud-edge-end collaboration services. To validate the feasibility of the architecture proposed, an industrial robot monitoring scenario is taken as an example. The results demonstrate that the architecture partially mitigates the shortcomings of traditional services, thereby offering valuable insights and guidance for cloud-edge-end based management of industrial robots.
KW - CI/CD
KW - Cloud-edge-end
KW - Industrial Internet
KW - Industrial robots
KW - Service collaboration
UR - https://www.scopus.com/pages/publications/85193223150
U2 - 10.1007/978-981-97-0194-0_47
DO - 10.1007/978-981-97-0194-0_47
M3 - 会议稿件
AN - SCOPUS:85193223150
SN - 9789819701933
T3 - Lecture Notes in Mechanical Engineering
SP - 467
EP - 473
BT - Proceedings of Industrial Engineering and Management - International Conference on Smart Manufacturing, Industrial and Logistics Engineering and Asian Conference of Management Science and Applications
A2 - Chien, Chen-Fu
A2 - Dou, Runliang
A2 - Luo, Li
PB - Springer Science and Business Media Deutschland GmbH
T2 - 3rd International Conference on Smart Manufacturing, Industrial and Logistics Engineering, SMILE 2023 and the 7th Asian Conference of Management Science and Applications, ACMSA 2023
Y2 - 17 November 2023 through 19 November 2023
ER -