石油工程科研项目立项人工智能评审场景设计及技术路径

Scenario design and technical path for artificial intelligence review in petroleum engineering research project

在党中央“科技自立自强”发展战略的号召下,中国石油集团积极推进各业务领域的科研工作,激发了各单位的创新活力,同时带来了科研项目立项评审管理成本的激增问题。传统的人工审查科研项目立项方式存在工作量大、效率低、主观性强的缺点。依托人工智能技术发展现状,结合石油工程科研项目立项创新性评审业务特点,设计科研立项智能审查应用场景,包括立项材料自动审阅、文献资料自动搜索、评价指标自动打分、审查结论自动生成等,同时分析了技术实现路径及面临的挑战。

Under the guidance of the concept of“independence and self-reliance in science and technology”proposed by the CPC,CNPC has been promoting scientific research in all business areas.It has stimulated the innovation vitality of all units but also has brought about a sharp increase in the management cost of scientific research project approval review.The traditional manual review method gives a heavy workload and has low efficiency and strong subjectivity.Based on the development status of artificial intelligence and the review characteristics of the innovation of scientific research projects on petroleum engineering,this paper designs an application scenario for intelligent review of scientific research projects,including automatic review of project approval materials,automatic search of literature,automatic scoring of evaluation indicators,and automatic generation of review conclusions,etc.At the same time,it analyzes the technical implementation path and challenges faced in this method.