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颠覆性技术与工业4.0时代及以后的运营管理

Disruptive Technologies and Operations Management in the Industry 4.0 Era and Beyond

Production and Operations Management · 2021
被引 613 · 同刊同年前 1%
人大 AFT50UTD24ABS 4

中文导读

探讨了人工智能、机器人等颠覆性技术在工业4.0时代运营管理中的应用,分析了其利弊及人机冲突,提出了工业5.0时代实现人机协调的措施,并展望了未来研究方向。

Abstract

In the Industry 4.0 era, automation and data analytics emerge as the major forces to enhance efficiency in operations management (OM). Disruptive technologies, such as artificial intelligence, robotics, blockchain, 3D printing, 5G, Internet‐of‐Thing, digital twins, and augmented reality, are widely applied. They potentially will bring a radical change to real world operations. In this study, we first explore several major disruptive technologies, examine the corresponding OM studies, and highlight their current applications in the industry. Then, we discuss the pros and cons associated with the use of these technologies and uncover the potential human–machine conflicting areas. After that, we propose measures which may be able to achieve human–machine reconciles in the coming Industry 5.0 era. A concept of “sustainable social welfare” which includes worker welfare, privacy, etc. is proposed and the roles played by policy makers are also discussed. Finally, a future research agenda, which covers topics in both the Industry 4.0 and Industry 5.0 eras, is established.

运营管理工业4.0颠覆性技术人工智能数据分析