Framework for Implementing Smart Manufacturing
摘要
This chapter presents a comprehensive framework for implementing smart manufacturing, emphasizing that it is more than just a technological upgrade—it represents a transformative shift toward interconnected, intelligent, and sustainable production systems. The chapter begins by outlining the core principles and foundational elements of smart manufacturing, including interconnectedness, scalability, sustainabilitySustainability, and human-centric designHuman-centric design. It then explores the critical role of data-driven decision-making in enabling real-time insights and continuous improvement across the production lifecycle. Key technological enablersTechnological enablers such as the Internet of ThingsInternet of Things (IoT)(IoT), artificial intelligence (AIArtificial Intelligence (AI)), machine learningMachine learning, and digital twinsDigital twins are thoroughly examined for their ability to drive operational efficiency, flexibility, and innovation. The integration of cyber-physical systemsCyber-physical systems (CPS) into production processes is discussed as a catalyst for real-time monitoring, automation, and optimization. Furthermore, the chapter analyzes the importance of effective data management and analyticsData management and analytics in supporting agile, informed decision-making. Finally, it addresses the practical challenges manufacturers face when transitioning from conventional to smart manufacturing practices—ranging from technological adoption to workforce readiness—and offers strategies to overcome these barriers. This chapter provides a clear roadmap for industries seeking to embrace smart manufacturing and harness its full potential.