Intelligent Retrieval and Reuse in Product Manufacturing: A Comprehensive Analysis of Current Practices and Future Directions

In the quest for efficiency and innovation in manufacturing, intelligent retrieval and reuse technologies have emerged as critical strategies for optimizing the manufacturing processes of electromechanical products. This study systematically reviews 140 seminal theoretical contributions from 2010 to 2024, examining the current status, key technologies, and specific implementations within the manufacturing sector. The analysis categorizes intelligent retrieval into six distinct methods and examines reuse from four key dimensions, revealing a fundamental trade-off between efficiency and flexibility. By synthesizing the key technological evolution trends and primary system bottlenecks, this research provides actionable guidance for researchers and practitioners to navigate future challenges and opportunities in the field.