摘要
为了改善供应链分销网络的性能,本文将射频识别(RFID)技术应用到供应链管理中.依据单工厂多阶段生产过程中定量在制品法(CONWIP)控制策略的原理,设计了RFID使能的电子流通卡系统,实现了供应链分销网络RFID使能的CONWIP控制策略,并采用基于仿真的自适应全局最优和声搜索算法(SGHS)对策略中的参数进行优化,优化结果证明了SGHS方法的可行性,并通过与其它控制策略的仿真结果对比,验证了RFID使能的CONWIP控制策略在供应链分销网络中应用的有效性及优越性.
To improve the performance of the distribution network of supply chain, radio frequency identi- fication （RFID） is applied to the supply chain management. According to the theory of CONWIP strategy of single manufacturing plant, RFID-enable electronic card system is designed and RFID-enabte CONWlP control strategy is realized in the distribution network. The strategy is optimized by tile sinmlation-based self-adaptive global best harmony search （SGHS） optimization method, results demonstrate tile feasibility of the method. The strategy is compared with other control strategies based on the RFID, sinmlation results show that the RFID-enable CONWIP strategy is effective and superior in the distribution network management.
作者
韩晓菊
汪定伟
HAN Xiaoju;WANG Dingwei(School of Automation Engineering, Northeast Electric Power University, ,lilin 132012, China;College of Information Science and Engineering, Northeastern University, Shenyang 110819, China)
出处
《系统工程理论与实践》
EI
CSSCI
CSCD
北大核心
2017年第12期3088-3097,共10页
Systems Engineering-Theory & Practice
基金
国家自然科学基金重点项目(70931001)
国家自然科学基金面上项目(61273203)
东北电力大学博士科研启动基金(11507)~~
关键词
射频识别
分销网络
基于仿真的优化
和声搜索算法
radio frequency identification
distribution network
simulation-based optimization
harmonysearch algorithm
