跨工站設備自動化指令生成技術

隨著工業4.0與智慧製造快速發展，跨工站設備自動化指令生成技術成為提升生產效率與降低人力成本的關鍵。本文整合自然語言生成、語意解析與自動化控制三大技術，打造具高度擴展性與彈性的智能系統。系統支援TCP Socket、Modbus RTU/TCP及API等多種通訊協定，靈活調度加工機、AGV、線邊倉及機械手臂等多元設備。透過自然語言指令與即時語意解析，提升操作效率與生產透明度，並結合多層安全機制保障系統穩定。實際應用證明系統有效解決設備異質性，實現多設備無縫整合，推動工業自動化智慧化。未來將持續優化語意解析與控制精度，拓展智能輔助功能，提供智慧製造創新實務解決方案。

With the rapid development of Industry 4.0 and smart manufacturing, automation technology has become a key factor in improving production efficiency and reducing labor costs. This article integrates natural language generation, semantic parsing, and automated control to build a highly scalable and flexible intelligent system. The system supports multiple communication protocols, including TCP Socket, Modbus RTU/TCP, and APIs, enabling flexible coordination of diverse equipment such as CNC machines, AGVs, line-side warehouses, and robotic arms. By leveraging natural language commands and real-time semantic parsing, operational efficiency and production transparency are enhanced, while multi-layered safety mechanisms ensure system stability. Practical applications demonstrate the system’s effectiveness in resolving device heterogeneity and achieving seamless multi-device integration, advancing industrial automation toward intelligence. Future work will focus on optimizing semantic parsing and control accuracy, expanding intelligent assistive functions, and providing innovative practical solutions for smart manufacturing.