MAX-PLUS ALGEBRA AS A TOOL FOR THE MODELLING AND PERFORMANCE ANALYSIS OF MANUFACTURING SYSTEMS

被引:0
作者
Stanczyk, Jaroslaw [1 ]
机构
[1] Wroclaw Univ Environm & Life Sci, Dept Genet, Ul Kozuchowska 7, PL-51631 Wroclaw, Poland
关键词
discrete event system; max-plus algebra; performance evaluation; manufacturing systems;
D O I
10.5277/ord180306
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
This contribution discusses the usefulness of (max, +) algebra as a mathematical framework for a class of manufacturing systems. This class can be described as dynamic and asynchronous, where the state transitions are initiated by events that occur at discrete instants of time. An event corresponds to the start or the end of an activity. Such systems are known as discrete event systems (DES). An overview of the concepts of modelling and analysis using the (max, +) algebra approach to DES has been given. Also, examples of manufacturing systems have been provided to illustrate the potential of this approach. The type of production process used, such as serial line, assembly line, etc., influences the modelling of different basic manufacturing systems. We have also presented the impact of the capacity of interoperable buffers. Based on an analytical model, effectiveness and performance indexes have been evaluated.
引用
收藏
页码:77 / 97
页数:21
相关论文
共 18 条
[1]  
[Anonymous], 2001, DOR CONTR VALV
[2]  
BACCELLI F, 1992, SYNCHRONISATION LINE
[3]  
Cassandras C, 2007, INTRO DISCRETE EVENT, V2nd
[4]  
CUNIGHAME-GREEN R., 1979, LECT NOTES EC MATH S, V166
[5]  
Gross D, 2008, FUNDAMENTALS QUEUEIN
[6]  
HEIDERGOTT B, 2006, MAX PLUS WORK MODELL
[7]   Consensus tree method for generating master assembly sequence [J].
Kashkoush M. ;
ElMaraghy H. .
ElMaraghy, H. (hae@uwindsor.ca), 1600, Springer Verlag (08) :233-242
[8]   Max-Plus Algebra and Discrete Event Systems [J].
Komenda, J. ;
Lahaye, S. ;
Boimond, J. -L. ;
van den Boom, T. .
IFAC PAPERSONLINE, 2017, 50 (01) :1784-1790
[9]  
LIMNIOS N, 2013, SEMIMARKOV PROCESSES
[10]   Optimal closed-loop control of timed event graphs in dioids [J].
Maia, CA ;
Hardouin, L ;
Santos-Mendes, R ;
Cottenceau, B .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2003, 48 (12) :2284-2287