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結合工業物聯網及人工智慧之智慧製造

AIoT for Smart Manufacturing

摘要


工業4.0(Industry 4.0)帶動智慧製造(Smart Manufacturing)的浪潮,以工業物聯網(IoT)及人工智慧(AI)實現(AIoT)之智慧工廠,提供感應器數據收集連動,優化生產效能,或在異常發生前提早因應,增加生產效益。文中主要是利用台塑FORMOSA分散式製程控制系統(Distribution Control System),搭配RtWX工業物聯網(Industrial Internet of Thing),結合人工智慧(Artificial Intelligence),以智慧物聯網(AI+IIoT=AIoT),達成人機協作的數位分身(Digital Twins),實現虛實整合(Cyber Physical Systems)的智慧製造。

關鍵字

IoT IIoT AI AIoT

並列摘要


In Industry 4.0, smart manufacturing has been called to leverage industrial internet of thing (IIoT) and artificial intelligence (AI) to fulfill smart factory where collecting sensor data to optimize production or prevention failure. This paper describes the FORMOSA Distribution Control System (DCS) cooperates with RtWX Industrial Internet of Thing (IIoT) which combines Artificial Intelligence (AI) using the AIoT (e.g. AI+IoT) technology to realize the digital twins of the cyber physical systems in smart manufacturing.

並列關鍵字

IoT IIoT AI AIoT

參考文獻


製造業大數據分析打造新一代智慧工廠http://www.cw.com.tw/article/article.action?id=5068696
AI 煉油!台塑化創全球煉油產業首例 https://m.moneydj.com/f1a.aspx?a=59a0ce20-708b-43c3-b7cc-224f6ac11508

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