Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/156457
Title: FactoryIoTSim: towards a real-time IoT events simulator
Authors: Yang, Yubei
Keywords: Engineering::Computer science and engineering::Software::Software engineering
Issue Date: 2022
Publisher: Nanyang Technological University
Source: Yang, Y. (2022). FactoryIoTSim: towards a real-time IoT events simulator. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/156457
Abstract: The adoption of the Internet of Things (IoT) has dramatically impacted the manufacturing industry, changing its traditional supply chains into an interconnected and dynamic system. In a semiconductor manufacturing factory, a product is processed at multiple machines. However, these machines may stop working due to scheduled maintenance or unexpected breakdowns, affecting the production schedule. IoT can be deployed in the factory to detect the production status and monitor for breakdowns. However, the deployment of IoT in a real-world factory for research and development will be a costly endeavor. This project shows how IoT is simulated in a wafer-fab factory for the correct implementation and development of IoT applications without costly investment in IoT systems and networks. To simulate the production process, we develop a semiconductor manufacturing factory simulator to simulate the factory process and its sensors. A simulation is implemented based on a real-world factory scenario, and the sensor output from the simulation is used to generate real-time events to be sent to an IoT Hub. To showcase the simulator, an IoT application is designed to monitor the events at the IoT Hub to detect machine breakdowns.
URI: https://hdl.handle.net/10356/156457
Fulltext Permission: restricted
Fulltext Availability: With Fulltext
Appears in Collections:SCSE Student Reports (FYP/IA/PA/PI)

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