Top

Published in:

2010 | OriginalPaper | Chapter

21. Analysis of Priority Rule-Based Scheduling in Dual-Resource-Constrained Shop-Floor Scenarios

Authors : Bernd Scholz-Reiter, Jens Heger, Torsten Hildebrandt

Published in: Machine Learning and Systems Engineering

Publisher: Springer Netherlands

Activate our intelligent search to find suitable subject content or patents.

search-config

AI-assisted search

Off

Abstract

A lot of research on scheduling manufacturing systems with priority rules has been done. Most studies, however, concentrate on simplified scenarios considering only one type of resource, usually machines. In this study priority rules are applied to a more realistic scenario, in which machines and operators are dual-constrained and have a re-entrant process flow. Interdependencies of priority rules are analyzed by long-term simulation. Strength and weaknesses of various priority rule combinations are determined at different utilization levels. Further insights are gained by additionally solving static instances optimally by using a mixed integer linear program (MILP) of the production system and comparing the results with those of the priority rules.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

über 102.000 Bücher
über 537 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Finance + Banking
Management + Führung
Marketing + Vertrieb
Maschinenbau + Werkstoffe
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 390 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Maschinenbau + Werkstoffe

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 340 Zeitschriften

aus folgenden Fachgebieten:

Bauwesen + Immobilien
Business IT + Informatik
Finance + Banking
Management + Führung
Marketing + Vertrieb
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

previous chapter Robust Tracking and Control of MIMO Processes with Input Saturation and Unknown Disturbance

next chapter A Hybrid Framework for Servo-Actuated Systems Fault Diagnosis

R. Haupt, A survey of priority rule-based scheduling. OR Spektrum, 11(1), 3–16 (1989)MathSciNetMATHCrossRef

B. Scholz-Reiter, M. Görges, T. Philipp, Autonomously controlled production systems-influence of autonomous control level on logistic performance. CIRP Ann. Manuf. Technol. 58(1), 395–398 (2009)CrossRef

C.D. Geiger, R. Uzsoy, Learning effective dispatching rules for batch processor scheduling. Int. Journal Prod. Res. 46(6), 1431–1454 (2008)MATHCrossRef

C. Rajendran, O. Holthaus, A comparative study of dispatching rules in dynamic flowshops and jobshops. Eur. J. Oper. Res. 116(1), 156–170 (1999)MATHCrossRef

K.-C. Jeong, Y.-D. Kim, A real-time scheduling mechanism for a exible manufacturing system: using simulation and dispatching rules. Int. J. Prod. Res. 36(9), 2609–2626 (1998)MATHCrossRef

V.B. Gargeya, R.H. Deane, Scheduling research in multiple resource constrained job shops: a review and critique. Int. J. Prod. Res. 34, 2077–2097 (1996)MATHCrossRef

Y. Mati, X. Xie, A genetic-search-guided greedy algorithm for multi-resource shop scheduling with resource flexibility, IIE Trans. 40(12), 1228–1240 (2007)CrossRef

S. Dauzère-Pérès, W. Roux, J.B. Lasserre, Multi-resource shop scheduling with resource flexibility. Eur. J. Oper. Res. 107(2), 289–305 (1998)MATHCrossRef

S. Dauzère-Pérès, C. Pavageau, Extensions of an integrated approach for multi-resource shop scheduling, IEEE Transactions on Systems, Man. and Cybernetics, Part C: Applications and Reviews (2003)

10.

V. Patel, H.A. ElMaraghy, I. Ben-Abdallah, Scheduling in dual-resources constrained manufacturing systems using genetic algorithms, 7th IEEE International Conference on Emerging Technologies and Factory Automation. Proceedings. ETFA 99 (1999)

11.

D. Chen, P.B.c Luh, Optimization-based manufacturing scheduling with multiple resources, setup requirements, and transfer lots. IIE Trans. 35, 973–985 (2003)

12.

H. ElMaraghy, V. Patel, I.B. Abdallah, Scheduling of manufacturing systems under dual-resource constraints using genetic algorithms. J. Manuf. Syst. 19(3), 186–201 (2000)CrossRef

13.

G. Feigin, J. Fowler, R. Leachman Masm test data sets (2009). http://www.eas.asu.edu/ masmlab. Last accessed on 28 May 2009

14.

M.K. El Adl, A.A. Rodriguez, K.S. Tsakalis Hierarchical modeling and control of re-entrant semiconductor manufacturing facilities, Proceedings of the 35th Conference on Decision and Control Kobe, Japan (1996)

15.

J.C.-H. Pan, J.-S. Chen, Mixed binary integer programming formulations for the reentrant job shop scheduling problem. Comput. Oper. Res. 32(5), 1197–1212 (2005)MathSciNetMATHCrossRef

16.

A.M. Law, Simulation Modeling and Analysis, 4th edn. (McGraw-Hill, Boston, MA, 2007)

Title: Analysis of Priority Rule-Based Scheduling in Dual-Resource-Constrained Shop-Floor Scenarios
Authors: Bernd Scholz-Reiter
Jens Heger
Torsten Hildebrandt
Publisher: Springer Netherlands
Book: Machine Learning and Systems Engineering
Print ISBN: 978-90-481-9418-6

Electronic ISBN: 978-90-481-9419-3

Copyright Year: 2010
DOI: https://doi.org/10.1007/978-90-481-9419-3_21

Springer Professional

Abstract

Please log in to get access to your license.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Springer Professional "Technik"

Springer Professional "Wirtschaft"

Premium Partner