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人工智能和工业4.0新兴技术将如何改变运营管理?

How will artificial intelligence and Industry 4.0 emerging technologies transform operations management?

Production and Operations Management · 2022
被引 263 · 同刊同年前 1%
人大 AFT50UTD24ABS 4

中文导读

回顾技术演进,提出颠覆性去瓶颈理论和SACE框架,将新兴技术按感知、分析、协作、执行分类,并综述数字技术与运营管理的交叉文献,最后提出研究议程。

Abstract

Emerging technologies such as artificial intelligence, blockchain, additive manufacturing, advanced robotics, autonomous vehicles, and the Internet of Things are frequently mentioned as part of “Industry 4.0.” As such, how will they influence operations and supply chain management? We answer this question by providing a brief review of the evolution of technologies and operations management (OM) over time. Because terms such as “Industry 4.0” do not have a precise definition, we focus on more fundamental issues raised by Industry 4.0 emerging technologies for research in OM. We propose a theory of disruptive debottlenecking and the SACE framework by classifying emerging technologies in terms of the functionalities they enable: sense, analyze, collaborate, and execute. Subsequently, we review the nascent but rapidly growing literature at the interface between digital technologies and OM. Our review suggests that one way to assess the value of Industry 4.0 technologies can be via their influence on adding revenues, differentiating, reducing costs, optimizing risks, innovating, and transforming business models and processes. Finally, we conclude by proposing an agenda for further research.

运营管理供应链管理工业4.0新兴技术数字化转型