Статья

Cloud-Edge Computing-Based ICICOS Framework for Industrial Automation and Artificial Intelligence: A Survey

Weibin SuCollege of Information and Computing, University of Southeastern Philippines Davao City, 8000 Davao del Sur, PhilippinesGang XuCollege of Information and Computing, University of Southeastern Philippines Davao City, 8000 Davao del Sur, PhilippinesZhengfang HeCollege of Information and Computing, University of Southeastern Philippines Davao City, 8000 Davao del Sur, PhilippinesIvy Kim D. MachicaCollege of Information and Computing, University of Southeastern Philippines Davao City, 8000 Davao del Sur, PhilippinesVal QuimnoCollege of Information and Computing, University of Southeastern Philippines Davao City, 8000 Davao del Sur, PhilippinesYi DuCity College, Kunming University of Science and Technology, Kunming 650051, P. R. ChinaYanchun KongFaculty of Construction Engineering, Kunming Metallurgy College, Kunming 650033, P. R. China

2023en

ABI

Аннотация

Industrial Automation (IA) and Artificial Intelligence (AI) need an integrated platform. Due to the uncertainty of the time required for training or reasoning tasks, it is difficult to ensure the real-time performance of AI in the factory. Thus in this paper, we carry out a detailed survey on cloud-edge computing-based Industrial Cyber Intelligent Control Operating System (ICICOS) for industrial automation and artificial intelligence. The ICICOS is built based on IEC61499 programming method and used to replace the obsolete Programmable Logic Controller (PLC). It is widely known that the third industrial revolution produced an important device: PLC. But the finite capability of PLC just only adapts automation which will not be able to support AI, especially deep learning algorithms. Edge computing promotes the expansion of distributed architecture to the Internet of Things (IoT), but little effect has been achieved in the territory of PLC. Therefore, ICICOS focuses on virtualization for IA and AI, so we introduce our ICICOS in this paper, and give the specific details.

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Идентификаторы

DOI: 10.1142/s0218126623501682

Цитирования и источники

Цитирований: 2Использованных источников: 0

Показатели — AkademScholar