供应链库存的RFID使能的Push/Pull控制策略优化

doi:10.12068/j.issn.1005-3026.2015.03.008

东北大学学报:自然科学版 ›› 2015, Vol. 36 ›› Issue (3): 336-341.DOI: 10.12068/j.issn.1005-3026.2015.03.008

供应链库存的RFID使能的Push/Pull控制策略优化

李国家，汪定伟

(东北大学信息科学与工程学院，辽宁沈阳110819)

收稿日期:2014-01-28 修回日期:2014-01-28 出版日期:2015-03-15 发布日期:2014-11-07
通讯作者: 李国家
作者简介:李国家(1985-)，男，吉林四平人，东北大学博士研究生; 汪定伟(1948-)，男，江西彭泽人，东北大学教授，博士生导师.
基金资助:
国家自然科学基金资助项目(61273203).

Simulation-Based Optimization on RFID-Enabled Push/Pull Control Strategy for Supply Chain

LI Guo-jia， WANG Ding-wei

School of Information Science & Engineering， Northeastern University， Shenyang 110819， China.

Received:2014-01-28 Revised:2014-01-28 Online:2015-03-15 Published:2014-11-07
Contact: LI Guo-jia
About author:-
Supported by:
-

摘要/Abstract

摘要： 射频识别(RFID)技术的产生为供应链多级库存性能的改善提供了新的方法.基于RFID技术借鉴单工厂多阶段生产存储系统的Push/Pull策略，以供应链分销网络三级库存系统为例设计了8种RFID使能的Push/Pull混合控制策略.为得到各策略的更优性能，采用基于仿真的粒子群优化方法对各策略参数进行了优化，验证了基于仿真的粒子群优化算法对优化RFID使能的Push/Pull混合控制策略的可行性和有效性，优化后各策略的仿真结果表明8种混合策略中制造商阶段采用Push控制，分销商和零售商阶段采用Pull控制的策略性能最优.

关键词: RFID, 多级网络库存, Push/Pull, 基于仿真的优化, 粒子群优化方法

Abstract: The research on control methods of multi-echelon inventory systems is very important in reducing inventory cost， improving service level and enhancing the key competitive abilities. Radio frequency identification (RFID) technique provides an effective way in the innovation of inventory control strategies. The Push/Pull control strategy based on RFID was applied to multi-echelon inventory of supply chain， and a three-echelon inventory of supply chain was exemplified and eight kinds of RFID-enabled hybrid Push/Pull control strategies were designed. These strategies are optimized using the simulation-based particle-swarm optimization method. The results demonstrate the feasibility and the effectiveness of the method. The simulation results after optimization show that the hybrid Push/Pull control strategy that manufactures are controlled by the Push strategy， the distributions and retailers are controlled by the Pull strategy performs best among the eight kinds of strategies.

Key words: RFID, multi-echelon network inventory, Push/Pull, simulation-based optimization, particle swarm optimization

中图分类号:

TP319.9

李国家，汪定伟. 供应链库存的RFID使能的Push/Pull控制策略优化[J]. 东北大学学报:自然科学版, 2015, 36(3): 336-341.

LI Guo-jia， WANG Ding-wei. Simulation-Based Optimization on RFID-Enabled Push/Pull Control Strategy for Supply Chain[J]. Journal of Northeastern University Natural Science, 2015, 36(3): 336-341.

参考文献

[1]Moinzadeh K.A multi-echelon inventory system with information exchange［J］.Management Science，2002，48(3):414-426.
[2]赵晓煜，汪定伟.供应链中二级分销网络的设计优化模型［J］.管理科学学报，2001，4(4):22-26.(Zhao Xiao-yu，Wang Ding-wei.The design and optimization model of secondary distribution network in supply chain［J］.Journal of Management Science in China，2001，4(4):22-26.)
[3]Kiesmüller G P，de Kok T G ，Smits S R，et al.Evaluation of divergent N-echelon (s，nQ)-policies under compound renewal demand［J］.OR Spectrum，2004，26(4):547-577.
[4]Schneider H.Effect of service levels on order-points and order-levels in inventory models［J］.International Journal of Production Research，1981，19(6):615-631.
[5]Lagodimos A G，Koukoumialos S.Service performance of two-echelon supply chains under linear rationing［J］.International Journal of Production Economics，2008，112(2):869-884.
[6]Wang D W，Xu C G.Hybrid Push/Pull control strategy simulation and its applications［J］.Production Planning and Control，1997，8(2):142-151.
[7]Lee Y H.Supply chain model for the semiconductor industry of global market［J］.Journal of Systems Integration，2000，10(3):189-206.
[8]Ahn H S，Kaminsky P.Production and distribution policy in a two-stage stochastic push-pull supply chain ［J］.IIE Transactions，2005，37(7):609-621.
[9]Cachon G P.The allocation of inventory risk in a supply chain:push， pull，and advance-purchase discount contracts［J］.Management Science，2004，50(2):222-238.
[10]Cochran J K，Ha K.Optimal design of a hybrid push/pull serial manufacturing system with multiple part types［J］.International Journal of Production Research，2008，46(4):949-965.
[11]贺成志，马浩军，彭训贵.推拉集成式生产管理模式在MES中的应用［J］.计算机应用，2006 (sup2):330-332.(He Cheng-zhi，Ma Hao-jun，Peng Xun-gui.The model of push-pull integrated production management model in the application of MES ［J］.Computer Applications，2006 (sup2):330-332.)
[12]Ballestinb F，PEREZa á.Static and dynamic policies with RFID for the scheduling of retrieval and storage warehouse operations［J］.Computers & Industrial Engineering，2013，66(49):696-709.
[13]尹作重，杜峻，李晨希，等.RFID在供应链信息集成中的应用［J］.制造自动化，2013，35(4):14-16.(Yin Zuo-zhong，Dun Jun，Li Chen-xi，et al.RFID in the supply chain information integration［J］.Manufacturing Automation，2013，35(4):14-16.)
[14]李怡娜，叶飞，徐学军.可控提前期供应链库存优化的费用分担模型［J］.系统工程学报，2009，24(1):9-17.(Li Yi-na，Ye Fei，Xu Xue-jun.Cost allocation model for optimizing supply chain inventory with controllable lead time［J］.Journal of Systems Engineering，2009，24(1):9-17.)
[15]高镜媚，汪定伟.三级网状随机性库存控制策略的仿真优化［J］.控制理论与应用，2009，26(11):1218-1224.(Gao Jing-mei，Wang Ding-wei.Simulation-based optimization on three-echelon network stochastic inventory control policies［J］.Control Theory & Applications，2009，26(11):1218-1224.)
[16]李永先，胡祥培，熊英.物流系统仿真研究综述［J］.系统仿真学报，2007，19(7):1412-1416.(Li Yong-xian，Hu Xiang-pei，Xiong Ying.Overview on logistics system simulation［J］.Journal of System Simulation，2007，19(7):1412-1416.)
[17]田俊峰，杨梅.随机需求条件下生产-库存系统优化与仿真［J］.系统仿真学报，2004，16(11):2522-2524.(Tian Jun-feng，Yang Mei.Optimization and simulation of production-inventory system with stochastic demand［J］.Journal of System Simulation，2004，16(11):2522-2524.)
[18]李新，王宛山，韩洋，等.一种柔性供应链仿真系统的研究与实现［J］.系统仿真学报，2013，25(6):1270-1278.(Li Xin，Wang Wan-shan，Han Yang，et al.Novel flexible supply chain simulation system［J］.Journal of System Simulation，2013，25(6):1270-1278.)

供应链库存的RFID使能的Push/Pull控制策略优化

Simulation-Based Optimization on RFID-Enabled Push/Pull Control Strategy for Supply Chain

RichHTML

PDF (PC)

可视化

摘要/Abstract

引用本文

使用本文

参考文献

相关文章 4

编辑推荐

Metrics

本文评价

[1]	张云洲，杨兵，李龙，蒋建军. 基于电磁效应的轮式智能车导航控制[J]. 东北大学学报(自然科学版), 2013, 34(7): 917-921.
[2]	徐久强;卢锁;刘大鹏;孔秋实;. 基于改进Rete算法的RFID复合事件检测方法[J]. 东北大学学报(自然科学版), 2012, 33(6): 806-809+814.
[3]	谷峪;李晓静;吕雁飞;于戈;. 基于RFID应用的综合性数据清洗策略[J]. 东北大学学报(自然科学版), 2009, 30(1): 34-37.
[4]	李浩渊;汪定伟;. 集装箱码头箱区规划的并行仿真优化方法[J]. 东北大学学报(自然科学版), 2008, 29(12): 1685-1688.