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
  • [31] Artificial intelligence approach to analyzing the bullwhip effect in supply chains
    Cao, Q
    Siau, K
    [J]. ASSOCIATION FOR INFORMATION SYSTEMS - PROCEEDINGS OF THE FIFTH AMERICAS CONFERENCE ON INFORMATION SYSTEMS (AMCIS 1999), 1999, : 43 - 45
  • [32] The Impacts of Retailer's Combined Decision on the Bullwhip Effect in the Supply Chain with Lead Time
    Wang Weijun
    Tang Xiaowo
    Ni Debin
    [J]. PROCEEDINGS OF THE 6TH EURO-ASIA CONFERENCE ON ENVIRONMENT AND CSR: TECHNOLOGICAL INNOVATION AND MANAGEMENT SCIENCE SESSION, PT IV, 2010, : 186 - +
  • [33] Quantifying the Bullwhip Effect of Multi-echelon System with Stochastic Dependent Lead Time
    Do, Ngoc Anh Dung
    Nielsen, Peter
    Michna, Zbigniew
    Nielsen, Izabela Ewa
    [J]. ADVANCES IN PRODUCTION MANAGEMENT SYSTEMS: INNOVATIVE AND KNOWLEDGE-BASED PRODUCTION MANAGEMENT IN A GLOBAL-LOCAL WORLD, PT 1, 2014, 438 : 419 - +
  • [34] Characterization of the bullwhip effect in, linear, time-invariant supply chains: Some formulae and tests
    Ouyang, Yanfeng
    [J]. MANAGEMENT SCIENCE, 2006, 52 (10) : 1544 - 1556
  • [35] Bullwhip Effect Demand Variation and Amplification within Supply Chains
    Ionel, Elena-Simona
    Miron, Alexandra-Dorina
    [J]. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON BUSINESS EXCELLENCE, 2023, 17 (01): : 246 - 253
  • [36] THE IMPACT OF STOCHASTIC LEAD TIMES ON THE BULLWHIP EFFECT - AN EMPIRICAL INSIGHT
    Nielsen, Peter
    Michna, Zbigniew
    [J]. MANAGEMENT AND PRODUCTION ENGINEERING REVIEW, 2018, 9 (01) : 65 - 70
  • [37] The impact of stochastic lead times on the bullwhip effect - a theoretical insight
    Michna, Zbigniew
    Nielsen, Peter
    Nielsen, Izabela E.
    [J]. PRODUCTION AND MANUFACTURING RESEARCH-AN OPEN ACCESS JOURNAL, 2018, 6 (01): : 190 - 200
  • [38] Regulating bullwhip effect in supply chains through modern control theory
    Agaran, Berrin
    Buchanan, Walter W.
    Yurtseven, M. K.
    [J]. PICMET '07: PORTLAND INTERNATIONAL CENTER FOR MANAGEMENT OF ENGINEERING AND TECHNOLOGY, VOLS 1-6, PROCEEDINGS: MANAGEMENT OF CONVERGING TECHNOLOGIES, 2007, : 2391 - +
  • [39] An improved demand forecasting method to reduce bullwhip effect in supply chains
    Jaipuria, Sanjita
    Mahapatra, S. S.
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2014, 41 (05) : 2395 - 2408
  • [40] The effect of vendor managed inventory (VMI) dynamics on the Bullwhip Effect in supply chains
    Disney, SM
    Towill, DR
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2003, 85 (02) : 199 - 215