基于ISM与DHNN的车间布局方案评价模型研究  

Research on workshop layout scheme evaluation model based on ISM and DHNN

作　　者：肖吉军[1] 郑颖琦 Xiao Jijun;Zheng Yingqi(School of Business,Guilin University of Electronic Technology,Guilin 541004,Guangxi,China)

机构地区：[1]桂林电子科技大学商学院

出　　处：《现代制造工程》2019年第11期28-35,共8页Modern Manufacturing Engineering

基　　金：国家自然科学基金项目(71162017);广西哲学社会科学规划研究课题项目(18BGL011);广西教育厅中青年教师基础能力提升项目(2017KY0216);广西自然科学基金联合资助培育项目(2018GXNSFAA138046);桂林电子科技大学研究生优秀学位论文培育资助项目(16YJPYSS19)

摘　　要：车间作为制造企业运营的基础单元,其布局的优劣将直接影响生产制造的整体质量,因此,如何合理评价车间布局方案十分重要。基于平衡记分卡思想,从车间运行成本与效率、车间生产效益、车间布局人性化程度和车间时代特征适应性4个维度建立车间布局方案评价指标体系,采用解释结构模型确定评价指标体系的层级关系,进而构建基于离散型Hopfield神经网络的车间布局方案评价模型,通过Matlab仿真软件验证其可用性,为制造企业有效评价车间布局方案优劣提供理论参考。As the basic unit of manufacturing enterprise operation,the quality of workshop layout will directly affect the overall quality of production.Therefore,it is very important to evaluate the layout of workshop reasonably.Based on the idea of balanced scorecard,the evaluation index system of workshop layout scheme is established from four dimensions,including workshop operation cost and efficiency,workshop production benefit,workshop layout humanization degree and workshop age characteristic adaptability.The interpretative structural modeling is used to determine the hierarchical relationship of the evaluation index system,and then the workshop layout scheme evaluation model based on the discrete Hopfield neural network is constructed,verifying the availability of the model through Matlab simulation software,which provides a theoretical reference for manufacturing enterprises to effectively evaluate the pros and cons of workshop layout scheme.

关 键 词：平衡记分卡 评价指标体系 解释结构模型 离散型Hopfield神经网络 

分 类 号：TP391.9[自动化与计算机技术—计算机应用技术]