石化化工行业智能化转型再获助力 记者注意到，作为《意见》的细化，两个附件提到的具体措施与石化化工行业息息相关。《指引》提出 要推动石化化工行业提质增效。如综合利用大模型、数字孪生技术突破油气勘探开发、化工新材料研发 范式。深度融合油气生产作业、管网储运、化工工艺等工艺机理、专家经验、生产运行数据等，打造石 化化工行业大模型，推动大小模型融合应用，实现油田作业区及化工安全生产监测预警、设备预测性维 护、工艺流程自适应优化、产品质量预测等。构建行业高质量数据集、数据资源节点等数据基础设施， 支撑行业大模型、智能体训练与开发，提升复杂场景人工智能应用水平。《指南》则为企业智能化转型 升级提供实施路径和方法指引。 "2023年以来，行业重点企业积极探索人工智能应用，涌现出智能化工大模型、TPT时序大模型、昆仑 大模型等系列专用大模型，但仍存在高质量数据集建设进展缓慢、可靠性不足、基础支撑薄弱等问 题。"工信部石化化工行业数字化转型推进中心秘书长李渊源介绍说，而此次《指引》专门提到推动石 化化工行业提质增效，《指南》也给出初步的落地应用指引，建议企业进一步夯实自身数据基础，挖掘 人工智能高价值应用场景，实现企业智能化升 ...

Core Insights - The 14th China International Patent Technology and Products Trade Fair was held in Dalian from October 13 to 15, showcasing innovation and the transition of China's patent industry from quantity accumulation to quality enhancement [1][2] Group 1: Event Overview - The event featured 317 exhibitors from 14 countries and regions, highlighting China's innovation vitality and industrial transformation [1] - The National Intellectual Property Administration emphasized the importance of patent commercialization and its role in high-quality development, with significant policy measures implemented since the launch of a special action plan in 2023 [1] Group 2: Patent Commercialization Achievements - As of August 2023, there were 1.154 million patent transfer and licensing registrations nationwide, with 142,000 from universities and research institutions, and a 53.3% industrialization rate for enterprise invention patents [1] - The special action plan has successfully transformed dormant patents into marketable products, reflecting a significant shift in innovation outcomes [2] Group 3: Innovations on Display - The event showcased cutting-edge technologies, including an intelligent chemical model from the Dalian Institute of Chemical Physics, which aims to revolutionize traditional chemical development processes [3] - Notable innovations included humanoid robots and surgical robots, demonstrating the integration of AI and advanced manufacturing technologies [3] Group 4: Local and International Impact - Liaoning Province has been actively promoting patent innovation, with an annual growth rate of over 35% in patent transfers and a total output value of patent-intensive products exceeding 17 billion yuan [5] - China has become the fourth largest source of patent applications to the European Patent Office, with a significant increase in applications since 2018, particularly in battery technology and digital communications [5][6] Group 5: Historical Context and Future Outlook - Since its inception in 2002, the trade fair has seen over 10,000 participating units and more than 1 million attendees, facilitating significant economic and trade cooperation in innovation [6] - The event serves as a crucial platform for the exchange of innovative achievements and economic collaboration, driving China's high-quality development through continuous innovation [6]