科研速览 · Science Skim继续刷下去 · Keep skimming →
◆ Scientific Reports2025-11-24· Computer science

Leveraging artificial intelligence for smart production management in industry 4.0

Dhruba Aritra Barua, Samsul Arifeen Sami, Leon Barua

原始摘要(英文原文)· Original abstract
Industry 4.0 means a paradigm shift in the manufacturing industry, which is accompanied by the combination of cyber-physical systems, the Internet of Things (IoT), and artificial intelligence (AI). Although AI holds high potential in improving an operation and real-time decision-making, several production environments are still trapped with legacy infrastructure or data silo and low adaptability. The paper is the mixed method research on strategic implementation of AI in smart production management that considers 100 surveys among manufacturing experts, 15 interviews of industry leaders. Predictive maintenance, real-time scheduling, quality control with the use of computer vision, and supply chain optimization have been discussed as some of the most important AI applications. The results indicate a high level of productivity, accuracy and decreasing downtimes, but the adoption is still limited by technical obstacles, employee resistance, and ethical issues. The paper suggests a strategic plan that involves data governance, the upskilling of the workforce, as well as policy support that is scalable to solve these issues. The study provides a theoretical approach as well as some hands-on tips to use AI in Industry 4.0 contexts encouraging a comprehensive, participatory, and sustainable approach to the process of taking a turn toward intelligent manufacturing.
读原文 · Read the paper ↗

AI 追问PRO

登录后使用 AI 追问

讨论区

登录后参与讨论

相关论文 · Related

Leveraging artificial intelligence for smart production management in industry 4.0 — 科研速览 Science Skim