Abstract:Today, the world is experiencing unprecedentedly active and intensive innovation in energy technology. The rapid development of petroleum technology to provide clean, efficient and sustainable energy has resulted in more intense market competition and industrial competition. Technological innovation is the driving force behind the efforts to take the leading strategic position in energy transformation. Sci-Tech novelty retrieval has been carried out to avoid redundant research projects and evaluate innovation in scientific research achievements. The classification and analysis of novelty retrieval conclusions in terms of specialty, innovation capabilities, technology maturity, innovation mode, innovation degree and application effect analysis will provide important support for the petroleum industry to rationally allocate scientific and technological resources, analyze areas of major technology research and development, enhance independent technological innovation capabilities, and to build first-class companies. Therefore, research on the compilation model of Sci-Tech novelty retrieval conclusions enjoys broad application prospects.