关键词: 工作分解结构, 海工装备项目, 人工神经网络, 智能分解, 项目管理

Abstract: To solve the problem of decomposition difficulity and unfavorable result of complex marine equipment project,the artificial neural network method was used to analyze the relevance between project data and work structure and establish the correlations between characteristic parameter and work structure,which could achieve the intelligent decomposition of work structure.Aiming at the structure and construction features of marine equipment,the marine engineering equipment project decomposition model was established by directed acyclic.The concept of domain was introduced and the project domain of marine engineering equipment was build based on project data.Furthermore,the framework of artificial neural network was designed,and the training and testing of neural network based on project domain data were made to get the stable neural network.The validity of the proposed method was proved by an example,which effectively solved the problem of time-consuming and labor-intensive work structure decomposition in marine engineering enterprises.

Key words: work breakdown structure, marine engineering equipment project, artificial neural network, intelligent decomposition