Feasibility and optimization of preventive maintenance in exponential machines and serial lines

被引：16
|
作者：
Ambani, Saumil [2 ]
Meerkov, Semyon M. [1 ]
Zhang, Liang [3 ]
机构：
[1] Univ Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USA
[2] Univ Michigan, Dept Engn Mech, Ann Arbor, MI 48109 USA
[3] Univ Wisconsin, Dept Ind & Mfg Engn, Milwaukee, WI 53201 USA
来源：
IIE TRANSACTIONS | 2010年 / 42卷 / 10期
基金：
美国国家科学基金会;
关键词：
Preventive maintenance; serial lines; exponential machine; PM-reliability coupling; PRODUCTION SYSTEM; MODELS;
D O I：
10.1080/07408171003749209
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
This article is devoted to a theoretical study of exponential machines with maintenance-reliability coupling, according to which the machine breakdown rate is inversely proportional to the rate of Preventive Maintenance (PM). For such a machine, a feasibility condition, under which PM leads to machine efficiency improvement, is derived. Under this condition, the optimal rate of PM is calculated, and it is shown that the efficiency of the machine with exponential and deterministic PM remains practically the same. In addition, a method for production rate evaluation in serial lines with PM-optimized machines is developed, and it is illustrated that the improvement due to PM may be as high as 40%. Finally, the robustness of the obtained results with respect to the nature of PM-reliability coupling is investigated.
引用
收藏
页码：766 / 777
页数：12
相关论文
共 50 条
  • [1] Lean buffering in serial production lines with nonidentical exponential machines
    Chiang, Shu-Yin
    Hu, Alexander
    Meerkov, Semyon M.
    IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2008, 5 (02) : 298 - 306
  • [2] THE OUTPUT PROCESSES OF SERIAL PRODUCTION LINES OF EXPONENTIAL MACHINES WITH FINITE BUFFERS
    HENDRICKS, KB
    OPERATIONS RESEARCH, 1992, 40 (06) : 1139 - 1147
  • [3] Lean buffering in serial production lines with non-exponential machines
    Emre Enginarlar
    Jingshan Li
    Semyon M. Meerkov
    OR Spectrum, 2005, 27 : 195 - 219
  • [4] Lean buffering in serial production lines with non-exponential machines
    Enginarlar, E
    Li, JS
    Meerkov, SM
    OR SPECTRUM, 2005, 27 (2-3) : 195 - 219
  • [5] Buffer allocation in serial production lines with preventive and corrective maintenance operations
    Savsar, Mehmet
    KUWAIT JOURNAL OF SCIENCE & ENGINEERING, 2006, 33 (02): : 253 - 266
  • [6] A scheduling model for serial jobs on parallel machines with different preventive maintenance (PM)
    Mirabedini, S. Nima
    Iranmanesh, Hossein
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2014, 70 (9-12): : 1579 - 1589
  • [7] A scheduling model for serial jobs on parallel machines with different preventive maintenance (PM)
    S. Nima Mirabedini
    Hossein Iranmanesh
    The International Journal of Advanced Manufacturing Technology, 2014, 70 : 1579 - 1589
  • [8] Transients of Synchronous Serial Production Lines with Non-Exponential Reliability Machines
    Yang, Mengzhuo
    Zhang, Liang
    Denno, Peter
    2018 IEEE 14TH INTERNATIONAL CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING (CASE), 2018, : 1507 - 1512
  • [9] Joint optimization of maintenance, buffers and machines in manufacturing lines
    Nahas, Nabil
    Nourelfath, Mustapha
    ENGINEERING OPTIMIZATION, 2018, 50 (01) : 37 - 54
  • [10] Deep reinforcement learning based preventive maintenance policy for serial production lines
    Huang, Jing
    Chang, Qing
    Arinez, Jorge
    EXPERT SYSTEMS WITH APPLICATIONS, 2020, 160
12345