刘海英,王帅,温宁宁,等. 基于PCA-DEA方法和Malmquist指数的单井措施费投入产出效率评价[J]. 中国矿业,2023,32(10):54-61. DOI: 10.12075/j.issn.1004-4051.20230263
    引用本文: 刘海英,王帅,温宁宁,等. 基于PCA-DEA方法和Malmquist指数的单井措施费投入产出效率评价[J]. 中国矿业,2023,32(10):54-61. DOI: 10.12075/j.issn.1004-4051.20230263
    LIU Haiying,WANG Shuai,WEN Ningning,et al. Input-output efficiency evaluation of single well measure costs based on PCA-DEA method and Malmquist index[J]. China Mining Magazine,2023,32(10):54-61. DOI: 10.12075/j.issn.1004-4051.20230263
    Citation: LIU Haiying,WANG Shuai,WEN Ningning,et al. Input-output efficiency evaluation of single well measure costs based on PCA-DEA method and Malmquist index[J]. China Mining Magazine,2023,32(10):54-61. DOI: 10.12075/j.issn.1004-4051.20230263

    基于PCA-DEA方法和Malmquist指数的单井措施费投入产出效率评价

    Input-output efficiency evaluation of single well measure costs based on PCA-DEA method and Malmquist index

    • 摘要: 单井措施费投入产出效率评价有助于油田公司把握单井开发现状,进行精准高效的财务支配,使油田管理实现业务财务的双向融合。目前,油田公司评价方式不够细化,尚未与单井措施费投入产出进行有机结合。通过构建单井措施费投入产出效率评价指标,使用PCA-DEA组合方法和Malmquist指数,对单井措施费投入产出效率进行静态评价和动态评价,并提出改善建议。研究结果表明:当前各区块单井措施费投入产出效率整体向好,但存在两极分化的问题,个别区块的措施费投入产出效率有待提升;动态评价的分析结果表明大多数区块实现生产效率的提升,技术变化水平是制约措施费投入产出效率的主要因素;PCA-DEA方法可解决区块少、指标多而导致的评价结果不精确的问题,且Super-SBM模型评价结果更为精确。本文研究对单井措施费投入产出效率评价具有借鉴意义,能够为油田公司进一步实现高质量发展提供参考和指引。

       

      Abstract: The input-output efficiency evaluation of single well measure costs helps oilfield companies grasp the current development status of single wells and achieve precise and efficient financial control, so that oil field management can realize the bidirectional integration of business finance. At present, the evaluation method of oilfield companies is not detailed enough, and it has not been organically combined with the input-output of single well measure costs. By constructing the evaluation index of single well measure cost input efficiency, using PCA-DEA combination method and Malmquist index, the static and dynamic evaluation of input-output efficiency evaluation of single well measure costs is carried out, and suggestions for improvement are put forward. The results show that at present, the input-output efficiency of measure costs per well in each block is generally good, but there is a problem of polarization, and the input-output efficiency of measure costs in individual blocks needs to be improved. The analysis results of dynamic evaluation show that most blocks achieve the improvement of production efficiency, and the level of technological change is the main factor restricting the input-output efficiency of measure costs. PCA-DEA method can solve the problem of inaccurate evaluation results caused by fewer blocks and more indicators, and Super-SBM model evaluation results are more accurate. This study has reference significance for the evaluation of input-output efficiency of single well measure cost, and can provide reference and guidance for oil field companies to further achieve high-quality development.

       

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