Skip to main content
Top
Published in: Production Engineering 1-2/2014

01-03-2014 | Assembly

Consensus tree method for generating master assembly sequence

Authors: Mohamed Kashkoush, Hoda ElMaraghy

Published in: Production Engineering | Issue 1-2/2014

Log in

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

search-config
loading …

Abstract

An assembly process plan for a given product provides the sequence of assembly operations, their times as well as the required tools and fixtures for each operation. Much research has been done on automating and optimizing assembly sequence generation as the most important part of an assembly process plan. A novel method for generating the assembly sequence of a given product based on available assembly sequence data of similar products is presented. The proposed method uses a binary tree form to represent the assembly sequences of an existing family of products. A Genetic Algorithm is employed to find the consensus tree that represents the set of all assembly sequence trees with minimum total dissimilarity distance. This is similar to defining Generic Bill-of-Material. The generated consensus tree serves as a master assembly sequence for the product family. The assembly sequence for a new product variant that falls within, or significantly overlaps with, the scope of the considered family of products can be directly extracted from the derived master assembly sequence tree. The developed method is demonstrated using a family of three control valves. This novel method greatly simplifies and enhances automatic assembly sequence generation and minimizes subsequent modifications, hence, reduces assembly planning cost and improves productivity.

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!

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!

Literature
1.
go back to reference De Fazio TL, Whitney DE (1987) Simplified generation of all mechanical assembly sequences. IEEE J Robotics Autom RA-3 (6):640–658 De Fazio TL, Whitney DE (1987) Simplified generation of all mechanical assembly sequences. IEEE J Robotics Autom RA-3 (6):640–658
2.
go back to reference ElMaraghy HA, Knoll L (1991) Design and automatic assembly sequence generation of a d.c. motor. Int J Veh Des 12(5–6):672–683 ElMaraghy HA, Knoll L (1991) Design and automatic assembly sequence generation of a d.c. motor. Int J Veh Des 12(5–6):672–683
4.
go back to reference ElMaraghy HA, Rondeau JM (1992) Automatic robot program synthesis for assembly. Robotica 10:113–123CrossRef ElMaraghy HA, Rondeau JM (1992) Automatic robot program synthesis for assembly. Robotica 10:113–123CrossRef
5.
go back to reference Laperriere L, ElMaraghy HA (1994) Assembly sequences planning for simultaneous engineering applications. Int J Adv Manuf Technol 9(4):231–244CrossRef Laperriere L, ElMaraghy HA (1994) Assembly sequences planning for simultaneous engineering applications. Int J Adv Manuf Technol 9(4):231–244CrossRef
6.
go back to reference Dini G, Failli F, Lazzerini B, Marcelloni F (1999) Generation of optimized assembly sequences using genetic algorithms. CIRP Ann Manuf Technol 48(1):17–20CrossRef Dini G, Failli F, Lazzerini B, Marcelloni F (1999) Generation of optimized assembly sequences using genetic algorithms. CIRP Ann Manuf Technol 48(1):17–20CrossRef
9.
go back to reference Romanowski CJ, Nagi R (2004) A data mining approach to forming generic bills of materials in support of variant design activities. J Comput Inf Sci Eng 4(4):316–328. doi:10.1115/1.1812556 CrossRef Romanowski CJ, Nagi R (2004) A data mining approach to forming generic bills of materials in support of variant design activities. J Comput Inf Sci Eng 4(4):316–328. doi:10.​1115/​1.​1812556 CrossRef
12.
go back to reference Lai H-Y, Huang C-T (2003) Integrated assembly plan generation system for grouped product families. Int J Prod Res 41(17):4041–4061CrossRef Lai H-Y, Huang C-T (2003) Integrated assembly plan generation system for grouped product families. Int J Prod Res 41(17):4041–4061CrossRef
13.
go back to reference Gupta S, Krishnan V (1998) Product family-based assembly sequence design methodology. IIE Trans 30(10):933–945 Gupta S, Krishnan V (1998) Product family-based assembly sequence design methodology. IIE Trans 30(10):933–945
14.
go back to reference Adams EN (1972) Consensus techniques and the comparison of taxonomic trees. Syst Zool 21(4):390–397CrossRef Adams EN (1972) Consensus techniques and the comparison of taxonomic trees. Syst Zool 21(4):390–397CrossRef
16.
go back to reference Azab A, Samy S, ElMaraghy H (2008) Modeling and optimization in assembly planning. Paper presented at the 2nd CIRP Conference on Assembly Technologies and Systems (CATS), Toronto, Canada Azab A, Samy S, ElMaraghy H (2008) Modeling and optimization in assembly planning. Paper presented at the 2nd CIRP Conference on Assembly Technologies and Systems (CATS), Toronto, Canada
17.
go back to reference Whitney DE (2004) Mechanical assemblies: their design, manufacture, and role in product development, vol 1. Oxford University Press, USA Whitney DE (2004) Mechanical assemblies: their design, manufacture, and role in product development, vol 1. Oxford University Press, USA
19.
go back to reference Nilsson NJ (1980) Principles of artificial intelligence. Springer, BerlinMATH Nilsson NJ (1980) Principles of artificial intelligence. Springer, BerlinMATH
20.
go back to reference Miller JM, Hoffman RL (1989) Automatic assembly planning with fasteners. In: IEEE International conference on robotics and automation, Scottsdale, AZ, USA, pp 69–74 Miller JM, Hoffman RL (1989) Automatic assembly planning with fasteners. In: IEEE International conference on robotics and automation, Scottsdale, AZ, USA, pp 69–74
21.
go back to reference Homem de Mello LS, Sanderson AC (1989) A correct and complete algorithm for the generation of mechanical assembly sequences. In: IEEE International Conference on Robotics and Automation, Washington, DC, USA, pp 56–61. doi:10.1109/robot.1989.99967 Homem de Mello LS, Sanderson AC (1989) A correct and complete algorithm for the generation of mechanical assembly sequences. In: IEEE International Conference on Robotics and Automation, Washington, DC, USA, pp 56–61. doi:10.​1109/​robot.​1989.​99967
22.
go back to reference Marian RM, Luong LHS, Abhary K (2002) Assembly sequence planning and optimisation using genetic algorithms.I. Automatic generation of feasible assembly sequences. Appl Soft Comput 2(2):223–253 Marian RM, Luong LHS, Abhary K (2002) Assembly sequence planning and optimisation using genetic algorithms.I. Automatic generation of feasible assembly sequences. Appl Soft Comput 2(2):223–253
27.
go back to reference Wolter JD (1992) A combinatorial analysis of enumerative data structures for assembly planning. J Desi Manuf 2(2):93–104 Wolter JD (1992) A combinatorial analysis of enumerative data structures for assembly planning. J Desi Manuf 2(2):93–104
28.
go back to reference Page RDM (1994) Maps between trees and cladistic analysis of historical associations among genes, organisms, and areas. Syst Biol 43(1):58–77 Page RDM (1994) Maps between trees and cladistic analysis of historical associations among genes, organisms, and areas. Syst Biol 43(1):58–77
30.
go back to reference Holland JH (1992) Adaptation in natural and artificial systems: an introductory analysis with applications to biology, control and artificial intelligence. MIT press, Cambridge Holland JH (1992) Adaptation in natural and artificial systems: an introductory analysis with applications to biology, control and artificial intelligence. MIT press, Cambridge
32.
go back to reference Jain AK, Murty MN, Flynn PJ (1999) Data clustering: a review. ACM Comput Surv (CSUR) 31(3):264–323CrossRef Jain AK, Murty MN, Flynn PJ (1999) Data clustering: a review. ACM Comput Surv (CSUR) 31(3):264–323CrossRef
33.
go back to reference Pattengale ND, Gottlieb EJ, Moret BM (2007) Efficiently computing the Robinson-Foulds metric. J Comput Biol 14(6):724–735CrossRefMathSciNet Pattengale ND, Gottlieb EJ, Moret BM (2007) Efficiently computing the Robinson-Foulds metric. J Comput Biol 14(6):724–735CrossRefMathSciNet
34.
go back to reference Asano T, Jansson J, Sadakane K, Uehara R, Valiente G (2010) Faster computation of the Robinson-Foulds distance between phylogenetic networks. In: Amir A, Parida L (eds) Combinatorial pattern matching. Springer, Berlin, pp 190–201 Asano T, Jansson J, Sadakane K, Uehara R, Valiente G (2010) Faster computation of the Robinson-Foulds distance between phylogenetic networks. In: Amir A, Parida L (eds) Combinatorial pattern matching. Springer, Berlin, pp 190–201
35.
go back to reference Day WH (1985) Optimal algorithms for comparing trees with labeled leaves. J Classif 2(1):7–28CrossRefMATH Day WH (1985) Optimal algorithms for comparing trees with labeled leaves. J Classif 2(1):7–28CrossRefMATH
36.
go back to reference Dorot (2001) Dorot automatic control valves. Catalogue Dorot (2001) Dorot automatic control valves. Catalogue
Metadata
Title
Consensus tree method for generating master assembly sequence
Authors
Mohamed Kashkoush
Hoda ElMaraghy
Publication date
01-03-2014
Publisher
Springer Berlin Heidelberg
Published in
Production Engineering / Issue 1-2/2014
Print ISSN: 0944-6524
Electronic ISSN: 1863-7353
DOI
https://doi.org/10.1007/s11740-013-0499-6

Other articles of this Issue 1-2/2014

Production Engineering 1-2/2014 Go to the issue

Premium Partners