基于要因分析法与AIGC技术的核工业安全生产标准化评审效率提升研究

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Research on Efficiency Improvement of Work Safety Standardization Review in the Nuclear Industry Based on Key Factor Analysis Method and AIGC Technology

TANG ZhiyaoWANG JingchengZHU KaiLIAN ZheliHUANG YifanZHANG Xinyue (China InstituteofNuclear Industry StrategyCo.,Ltd.)

Abstract:Toadressthecontradictionbetween thesurge inworksafetystandardizationreviewtasksatacertain nuclear industry groupandthe insuffcient efciencyof the traditional manualreviewmode employed byreview institutions, this studyaimstoexploreandverifyeectivepathwaysforefciencyimprovement.Through statisticalanalysisof time consumptioninthereviewprocessandeficiencybenchmarkingagainstpeer institutions,thestudyidentifies thateffcency botlenecksareoncentatedintheekeytages:expertsigentissueggegatonaneortompilationByling therelationdiagramanalysis (atoolofkeyfactoranalysis),fivecriticalfactorsconstraining efficiencyareidentified, including thelackofauxiliary tools forexpert assignment,andthelackofautomationtools forreviewdatastatistics. Combining artificial intelligencegenerated content (AIGC)technology,the studyconstructsandappliesasystemfeaturing dynamic expert profiling,closed-loop issue processing,and comprehensivesupport forreport compilation.Practical applicationverificationhas demonstratedthatthis improvementschemecan efectivelyreduce the manual inputrequired forasinglereviewand enhancereview effciency.It successfully promotes the transformationof thereview model from “human-led”to“human-machinecollaboration”,providingatheoretical basisand technicalreferenceforoptimizing the work safety standardization review process in the nuclear industry.

Keywords:key factor analysis method; AIGC technology;work safety standardization;review efficiency

0 引言

安全生产标准化是企业安全管理的基础性工作，旨在通过建立规范化的管理体系消除潜在风险源，提升本质安全水平。（剩余10413字）