Raw material release rates to ensure desired production lead time in Bernoulli serial lines

被引:27
|
作者
Biller, Stephan [1 ]
Meerkov, Semyon M. [2 ]
Yan, Chao-Bo [2 ]
机构
[1] GE Global Res, Niskayuna, NY 12309 USA
[2] Univ Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USA
基金
美国国家科学基金会;
关键词
production flow analysis; throughput; lead-time reduction; performance analysis; release rate; lead time; KANBAN; CONWIP; PERFORMANCE; SYSTEM; STABILITY; MRP;
D O I
10.1080/00207543.2013.776191
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Production systems are often managed to maximise their production rate (). In some cases, this leads to excessive work-in-process and, as a result, long production lead time (). This issue is of particular importance in systems with unlimited' buffer space, where may also become unlimited. The question addressed in this paper is: What should be the release rate of raw materials so that the desired is obtained, while is maximised? We answer this question for serial lines with infinite buffers and machines obeying the Bernoulli reliability model. Specifically, given a serial line, we quantify the set of attainable s (feasible set), and for each point in the feasible set provide the release rate (as a function of machine parameters) that guarantees the desired lead time, while maximising the production rate. In addition, we offer a feedback control law that enforces the desired system behaviour. The development is based on a recursive aggregation procedure that leads to analytical estimates of . The accuracy of these estimates is evaluated by simulations and is shown to be acceptable for practical applications (well within 5%). The results obtained offer small- and mid-size enterprises the possibility of managing their production lead time, when neither limited buffers nor kanban/CONWIP systems are available, by releasing raw materials on, say, an hourly basis.
引用
收藏
页码:4349 / 4364
页数:16
相关论文
共 50 条
  • [1] Serial Production Lines With Waiting Time Limits: Bernoulli Reliability Model
    Lee, Jun-Ho
    Li, Jingshan
    Horst, John A.
    [J]. IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, 2018, 65 (02) : 316 - 329
  • [2] Production Lead Time in Serial Lines: Evaluation, Analysis, and Control
    Meerkov, Semyon M.
    Yan, Chao-Bo
    [J]. IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2016, 13 (02) : 663 - 675
  • [3] Production Lead Time in Exponential Serial Lines: Analysis and Control
    Meerkov, Semyon M.
    Yan, Chao-Bo
    [J]. 2014 IEEE 53RD ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC), 2014, : 4887 - 4892
  • [4] Lean buffering in serial production lines with Bernoulli machines
    Hu, A. B.
    Meerkov, S. M.
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2006, 2006
  • [5] Transient behavior of serial production lines with Bernoulli machines
    Meerkov, Semyon M.
    Zhang, Liang
    [J]. IIE TRANSACTIONS, 2008, 40 (03) : 297 - 312
  • [6] Dynamic Bottleneck in Serial Production Lines with Bernoulli Machines
    Tu, Jiachen
    Bai, Yishu
    Yang, Mengzhuo
    Zhang, Liang
    Denno, Peter
    [J]. 2019 IEEE 15TH INTERNATIONAL CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING (CASE), 2019, : 79 - 84
  • [7] Feedback Release Control of Bernoulli Production Lines
    Zhang, Liang
    [J]. 2011 9TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA 2011), 2011, : 564 - 569
  • [8] Real-Time Bottleneck in Serial Production Lines With Bernoulli Machines: Theory and Case Study
    Tu, Jiachen
    Bai, Yishu
    Yang, Mengzhuo
    Zhang, Liang
    Denno, Peter
    [J]. IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2021, 18 (04) : 1822 - 1834
  • [9] Cellular Production Lines With Asymptotically Reliable Bernoulli Machines: Lead Time Analysis and Control
    Meerkov, Semyon M.
    Yan, Chao-Bo
    [J]. IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2015, 12 (02) : 764 - 768
  • [10] Performance Evaluation of Bernoulli Serial Lines with Waiting Time Constraints
    Lee, Jun-Ho
    Li, Jingshan
    [J]. IFAC PAPERSONLINE, 2017, 50 (01): : 1087 - 1092