A measure of the bullwhip effect in supply chains with stochastic lead time

被引:32
|
作者
Duc, Truong Ton Hien [1 ]
Luong, Huynh Trung [2 ]
Kim, Yeong-Dae [1 ]
机构
[1] Korea Adv Inst Sci & Technol, Dept Ind Engn, Taejon 305701, South Korea
[2] Asian Inst Technol, Sch Engn & Technol, Ind Syst Engn Program, Klongluang 12120, Pathumthani, Thailand
关键词
supply chain; bullwhip effect; autoregressive model; mixed autoregressive-moving average model; base stock policy; stochastic lead time;
D O I
10.1007/s00170-007-1170-1
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we exactly quantify the bullwhip effect, the variance amplification in replenishment orders, for cases of stochastic demand and stochastic lead time in a simple two-stage supply chain with one supplier and one retailer. In most of the previous research, the impact of order lead time on the bullwhip effect in supply chains with pre-specified demand processes is investigated mostly for cases of deterministic lead time. In this paper, we deal with a first-order autoregressive, AR(1), demand process and investigate the behavior of a measure for the bullwhip effect with respect to autoregressive coefficient and stochastic order lead time. Extension to a mixed first-order autoregressive-moving average, ARMA(1,1), demand process is also considered.
引用
收藏
页码:1201 / 1212
页数:12
相关论文
共 50 条
  • [41] Measuring the bullwhip effect in supply chains with a vector autoregressive demand process
    Chaharsooghi, S. K.
    Sadeghi, A.
    [J]. KUWAIT JOURNAL OF SCIENCE & ENGINEERING, 2009, 36 (1B): : 211 - 230
  • [42] The Bullwhip Effect - Impact of stochastic lead time, information quality, and information sharing: A simulation study
    Chatfield, DC
    Kim, JG
    Harrison, TP
    Hayya, JC
    [J]. PRODUCTION AND OPERATIONS MANAGEMENT, 2004, 13 (04) : 340 - 353
  • [43] Bullwhip Effect Analysis for Supply Chains using a Fuzzy Forecast Approach
    Yang, Songpo
    Chen, Liang
    [J]. PROCEEDINGS OF THE 33RD CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2021), 2021, : 6025 - 6030
  • [44] Study on Weakening the Bullwhip Effect of Supply Chains Based on Game Theory
    Shi, Chenghua
    Cai, Jingjing
    [J]. 2009 ISECS INTERNATIONAL COLLOQUIUM ON COMPUTING, COMMUNICATION, CONTROL, AND MANAGEMENT, VOL IV, 2009, : 50 - +
  • [45] Mitigating the Bullwhip Effect in Supply Chains Using Variance Reduction Techniques
    El-Tannir, A. A.
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEM), 2017, : 408 - 411
  • [46] A FUZZY COGNITIVE MAP APPLICATION FOR CAUSES OF BULLWHIP EFFECT IN SUPPLY CHAINS
    Ercan, Secil
    Isik, Mine
    Asan, Seyda S.
    Kayakutlu, Gulgun
    [J]. UNCERTAINTY MODELING IN KNOWLEDGE ENGINEERING AND DECISION MAKING, 2012, 7 : 525 - 530
  • [47] Simulation-based statistical analysis of the bullwhip effect in supply chains
    Merkuryev, Y
    Petuhova, J
    Buikis, M
    [J]. ESM'2004: 18TH EUROPEAN SIMULATION MULTICONFERENCE: NETWORKED SIMULATIONS AND SIMULATED NETWORKS, 2004, : 301 - 307
  • [48] The behavioural causes of bullwhip effect in supply chains: A systematic literature review
    Yang, Y.
    Lin, J.
    Liu, G.
    Zhou, L.
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2021, 236
  • [49] Impacts of demand lead time distribution on bullwhip effect
    Wang, Chuan-Xu
    [J]. Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS, 2007, 13 (05): : 995 - 1000
  • [50] When the Bullwhip Effect is an Increasing Function of the Lead Time
    Gaalman, Gerard
    Disney, Stephen M.
    Wang, Xun
    [J]. IFAC PAPERSONLINE, 2019, 52 (13): : 2297 - 2302