SHION (Smart tHermoplastic InjectiON): An Interactive Digital Twin Supporting Real-Time Shopfloor Operations

نویسندگان

چکیده

Injection molding is widely used to produce plastic components with large lot size. However, quality failures occur during cycles. These can be minimized through real-time process monitoring. This article reports on a cloud-based digital twin (DT) that supported by A-based control of parameters and help companies detect product in real time. Process their interrelationship failure were studied generate models for prediction part quality. Two injection manufacturing lines industry chosen data acquisition, implementation, validation the DT. While DT successfully predicted faulty products time, adoption traditional cloud-centric Internet Things (IoT) approaches poses unforeseen practical challenges, such as risk losing due network issues prohibitive cost regularly transferring amount cloud services.

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ژورنال

عنوان ژورنال: IEEE Internet Computing

سال: 2022

ISSN: ['1089-7801', '1941-0131']

DOI: https://doi.org/10.1109/mic.2020.3047349