Core Insights - The Chinese petrochemical industry has achieved a significant breakthrough in industrial artificial intelligence (AI), marking a transition from automation to autonomous operation with the development of the world's first fully autonomous operation factory system (FAOP) by Zhongkong Technology [1][2] Group 1: FAOP Implementation - FAOP has been successfully implemented at Hubei Xingrui Silicon Materials Co., Ltd., a subsidiary of Xingfa Group, which can autonomously sense anomalies, analyze decisions, and execute precise controls in the complex chlor-alkali production process [1] - The application of FAOP is projected to enhance overall production efficiency by 1% to 3% [1] Group 2: Technical Framework - FAOP is based on the deep collaboration of Zhongkong Technology's time series large model (TPT) and universal control system (UCS), where TPT acts as the "smart brain" and UCS serves as the "nervous system" [2] - The system's architecture includes a perception layer for data collection, a recognition layer for data analysis, a decision layer for strategy generation, and an execution layer for command dispatching, creating a complete autonomous operation loop without human intervention [2] Group 3: Workforce Impact - The implementation of FAOP has reduced the workforce from 260 to 80, with FAOP becoming an essential "81st employee" in the production team [2] - The transition to autonomous operation has allowed employees to shift from on-site operations to more valuable innovation tasks, enhancing overall productivity [2] Group 4: Future Outlook - The future vision for intelligent factories involves AI taking over the entire production process, allowing factories to adapt autonomously to market and process fluctuations while humans focus on innovation in new materials, processes, and models [2]