AI檢測技術於特殊金屬表面紋理之場域應用

Application of AI Detection Technology in Special Metal Surface Texture

羅倆凡 ； 李韋辰 ； 張耿豪 ； 呂寧遠 ； 蔡雅惠

《機械工業雜誌》 482期 (2023/05) Pp. 39-47

摘要

智慧工廠是一種將人工智慧、物聯網和數據分析等技術應用於製造過程中，實現全面智能化管理的工廠。智慧工廠可以提高生產效率和產品質量，降低成本，實現智能化管理，更好地滿足客戶需求。未來，隨著人工智慧技術的進一步發展，智慧工廠將會成為推動工業發展的重要力量。本文將以實際推廣案例介紹智慧工廠在不同場域以及低碳人工智慧技術的應用。

關鍵字

人工智慧 ； 智慧工廠 ； 磁粉探傷 ； 粉末冶金

並列摘要

An intelligent factory is a type of factory that utilizes technologies such as artificial intelligence, Internet of Things, and data analytics to achieve fully intelligent management of the manufacturing process. Smart factories can improve production efficiency and product quality, reduce costs, achieve intelligent management, and meet customer needs. In the future, with the further development of AI technology, smart factories will become an important force driving industrial development. In this article, we introduce some projects about intelligent factory in different field and the applications of low-carbon AI techniques.

並列關鍵字

Artificial intelligence ； Intelligent factory ； Magnetic particle inspection ； Powder metallurgy

參考文獻

“Machine vision market by component, product, application, end user and region - global forecast to 2026,” Markets and Markets , June 2021.

“Smart factory market size, share & trends analysis report by component (hardware, software, services), by application (process industry, discrete industry), by region, and segment forecasts 2021 – 2028,” Grand View Research, May 2021.

“Taiwan machine vision market - growth, trends, COVID-19 impact, and forecasts (2021 - 2026),” Markets and Markets, June 2021.

張耿豪、李韋辰、羅倆凡、呂寧遠、蔡雅惠，“ 導磁材料之 AI 智慧磁檢探傷應用 ”，機械工業雜誌，470 期，56-62 頁，2022 年 5 月。