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題 名 | 大數據與AI在石化產業之應用與展望=The Application of Big Data and Artificial Intelligence in Petrochemical Industry |
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作 者 | 吳再益; 李宜螢; 賴俊頴; 林茂文; | 書刊名 | 石油季刊 |
卷 期 | 55:4 2019.12[民108.12] |
頁 次 | 頁29-43 |
專 輯 | AI在石油產業之創新應用專題 |
分類號 | 485.3 |
關鍵詞 | 人工智慧; 大數據; 數位轉型; 雲端運算; AI; Artificial intelligence; Big data; Digital transformation; Cloud computing; |
語 文 | 中文(Chinese) |
中文摘要 | 近年來,大數據在各領域火熱發展,尤其如電子商務數據支撐了快速大量交易,電商購物節屢屢刷新紀錄,數據的大量膨脹,早已經超越「人工」可以處理的境界。大量繁務的工作將借重可自行學習、理解和遇到新情況時決定如何反應的人工智慧(AI)來幫忙,盡可能與人類一樣的思考邏輯與行為模式。然而,AI可以解答所有問題嗎?石化產業適合應用AI嗎?石化產業要從哪一個項目優先著手做起?石化產業一直以來為民生產業不可或缺的上游產業,在科技尚未找尋到可替換石化材料的現在,石化產業對於上、中、下游帶動的效果不可小覷,並於相關產業鏈扮演重要角色。但在全球節能減碳、綠色商品、環保意識高漲的趨勢下,全球石化產業近年來面臨市場需求與消費型態改變、數位資訊驅動新型態的商業模式等挑戰,數位轉型、大數據與AI在石化產業應用可否為產業帶來新契機,沉睡已久的巨人在AI的浪潮下甦醒。 |
英文摘要 | For the past few years, big data analytics flourish in various fields, especially in e-commerce, since it could sustain massive and rapid transactions. The volume of data has exceeded the ability that human could handle; hence, numerous and tedious works could rely on Artificial Intelligence (AI) since they contain familiar logic patterns as humans behave. However, AI might not be the panacea for all industry. The modern technology has not yet discovered the alternative material of petrochemical; therefore, the petrochemical industry plays an essential role for all livelihood firm. Under the rising awareness of environmental, energy efficiency and carbon reduction; the petrochemical business are facing two challenges, changes in consumption pattern and new business models launched by digital information. New opportunity for the petrochemical industry could be created via the digital transformation, big data and AI, which causes the sleeping giant to awake. |
本系統中英文摘要資訊取自各篇刊載內容。