Cost Analysis and Fuzzy Control for Collapsible Container Usage Based on Closed-Loop Supply Chain Model

被引:5
作者
Ou, Xinyan [1 ]
Arinez, Jorge [2 ]
Chang, Qing [3 ]
Xiao, Guoxian [2 ]
机构
[1] SUNY Stony Brook, Dept Mech Engn, 101 Heavy Engn, Stony Brook, NY 11794 USA
[2] Gen Motors, Ctr Res & Dev, Mfg Syst Res Lab, 30500 Mound Rd, Warren, MI 48090 USA
[3] SUNY Stony Brook, Dept Mech Engn, 163 Light Engn, Stony Brook, NY 11794 USA
来源
JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME | 2017年 / 139卷 / 08期
基金
美国国家科学基金会;
关键词
closed-loop supplier-factory model; cost analysis; fuzzy control; INVENTORY CONTROL; PERFORMANCE ANALYSIS; UNRELIABLE MACHINES; PRODUCTION SYSTEMS; MANAGEMENT;
D O I
10.1115/1.4036522
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In the last decade, global competition has forced manufacturers to optimize logistics. The implementation of collapsible containers provides a new perspective for logistics cost savings, since using collapsible containers reduces the frequency of shipping freight. However, optimization of logistic cost is complicated due to the interactions in a system, such as market demand, inventory, production throughput, and uncertainty. Therefore, a systematic model and accurate estimation of the total cost and system performance are of great importance for decision making. In this paper, a mathematical model is developed to describe deterministic and stochastic scenarios for a closed-loop container dynamic flow system. The uncertainties in a factory and a supplier are considered in the model. The performance evaluation of the collapsible container system and total cost estimation are provided through model analysis. Furthermore, fuzzy control method is proposed to monitor the processing rate of the supplier and the factory and to adjust the rate of the supplier operation then further reduce the logistic cost. A case study with a MATLAB simulation is presented to illustrate the accuracy of the mathematical model and the effectiveness of the fuzzy controller.
引用
收藏
页数:11
相关论文
共 32 条
  • [1] [Anonymous], FHWANJ2006005 NEW JE
  • [2] [Anonymous], ANN CONT MARK REV FO
  • [3] [Anonymous], THESIS
  • [4] Improving Logistics Management Using Foldable/Collapsible Containers: A Case Study
    Bandara, Yapa Mahinda
    Garaniya, Vikram
    Chin, Christopher
    Leong, Zhi Hui
    [J]. ASIAN JOURNAL OF SHIPPING AND LOGISTICS, 2015, 31 (01) : 161 - 185
  • [5] Development of an energy consumption monitoring procedure for machine tools
    Behrendt, Thomas
    Zein, Andre
    Min, Sangkee
    [J]. CIRP ANNALS-MANUFACTURING TECHNOLOGY, 2012, 61 (01) : 43 - 46
  • [6] Transient Performance Analysis of Serial Production Lines With Geometric Machines
    Chen, Guorong
    Wang, Chuanfeng
    Zhang, Liang
    Arinez, Jorge
    Xiao, Guoxian
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2016, 61 (04) : 877 - 891
  • [7] Determinants and Effects of Logistics Costs in Container Ports: The Transaction Cost Economics Perspective
    Cho, Hyuk-soo
    [J]. ASIAN JOURNAL OF SHIPPING AND LOGISTICS, 2014, 30 (02) : 193 - 215
  • [8] Inventory control for the supply chain: An adaptive control approach based on the identification of the lead-time
    Garcia, C. A.
    Ibeas, A.
    Herrera, J.
    Vilanova, R.
    [J]. OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2012, 40 (03): : 314 - 327
  • [9] Inventory control of supply chains: Mitigating the bullwhip effect by centralized and decentralized Internal Model Control approaches
    Garcia Salcedo, Carlos Andres
    Ibeas Hernandez, Asier
    Vilanova, Ramon
    Herrera Cuartas, Jorge
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2013, 224 (02) : 261 - 272
  • [10] An approximate analytical method for evaluating the performance of closed-loop flow systems with unreliable machines and finite buffers
    Gershwin, Stanley B.
    Werner, Loren M.
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2007, 45 (14) : 3085 - 3111