Skip to main content

2017 | OriginalPaper | Buchkapitel

Motion Planning and Simulation of Multiple Welding Robots Based on Genetic Algorithm

verfasst von : Yongsheng Chao, Wenlei Sun

Erschienen in: Intelligent Robotics and Applications

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

To allocate welding tasks to multiple robots and find collision free paths for them, an approach of multi-robot motion planning and simulation based on genetic algorithm is proposed. Priorities of welding points are defined based on the sequence constraints of welding points. Welding points are allocated to multiply robots and the objective is to minimize the welding time of station. Adapted genetic algorithm is proposed to seek the optimized solution. The three dimension model of welding assembly line is built in eM-power software. The welding robots move along the allocated welding points in the virtual environment, which can find and settle collisions between two robots or between robot and parts, and free collision path is founded finally. Welding path simulation can sharply shorten the planning time for the task allocation of multiply robots.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

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!

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!

Literatur
1.
Zurück zum Zitat Cederberg, P., Bolmsjö, G., Olsson, M.: Robotic arc welding - trends and developments for higher autonomy. Ind. Robot 29, 98–104 (2002)CrossRef Cederberg, P., Bolmsjö, G., Olsson, M.: Robotic arc welding - trends and developments for higher autonomy. Ind. Robot 29, 98–104 (2002)CrossRef
2.
Zurück zum Zitat Yongsheng, C., Haijiang, L.: Feature model and case retrieval for body-in-white part. Int. J. Adv. Manufact. Technol. 54, 231–237 (2011)CrossRef Yongsheng, C., Haijiang, L.: Feature model and case retrieval for body-in-white part. Int. J. Adv. Manufact. Technol. 54, 231–237 (2011)CrossRef
3.
Zurück zum Zitat Gerkey, B.P., Mataric, M.J.: Sold!: auction methods for multirobot coordination. IEEE Trans. Robot. Autom. 18, 758–768 (2002)CrossRef Gerkey, B.P., Mataric, M.J.: Sold!: auction methods for multirobot coordination. IEEE Trans. Robot. Autom. 18, 758–768 (2002)CrossRef
4.
Zurück zum Zitat Matari, J.M., Sukhatme, G.S., Stergaard, E.H.: Multi-robot task allocation in uncertain environments. Autonom. Robots 14, 255–263 (2003)CrossRef Matari, J.M., Sukhatme, G.S., Stergaard, E.H.: Multi-robot task allocation in uncertain environments. Autonom. Robots 14, 255–263 (2003)CrossRef
5.
Zurück zum Zitat Quan, W.: Clamp Design and Welding Assembly Technology for Automobile. Press of Beijing University of Technology, Beijing (1996) Quan, W.: Clamp Design and Welding Assembly Technology for Automobile. Press of Beijing University of Technology, Beijing (1996)
6.
Zurück zum Zitat Mendes, N., Neto, P.: Indirect adaptive fuzzy control for industrial robots: a solution for contact applications. Expert Syst. Appl. 42, 8929–8935 (2015)CrossRef Mendes, N., Neto, P.: Indirect adaptive fuzzy control for industrial robots: a solution for contact applications. Expert Syst. Appl. 42, 8929–8935 (2015)CrossRef
7.
Zurück zum Zitat Pashkevich, A., Kazheunikau, M., Ruano, A.E.: Neural network approach to collision free path-planning for robotic manipulators. Int. J. Syst. Sci. 37, 555–564 (2006)CrossRefMATH Pashkevich, A., Kazheunikau, M., Ruano, A.E.: Neural network approach to collision free path-planning for robotic manipulators. Int. J. Syst. Sci. 37, 555–564 (2006)CrossRefMATH
8.
Zurück zum Zitat Panda, R.K., Choudhury, B.B.: An effective path planning of mobile robot using genetic algorithm. In: 2015 IEEE International Conference on Computational Intelligence and Communication Technology (CICT), pp. 287–291 (2015) Panda, R.K., Choudhury, B.B.: An effective path planning of mobile robot using genetic algorithm. In: 2015 IEEE International Conference on Computational Intelligence and Communication Technology (CICT), pp. 287–291 (2015)
9.
Zurück zum Zitat Kim, K.Y., Kim, D.W., Nnaji, B.O.: Robot arc welding task sequencing using genetic algorithms. IIE Trans. 34, 865–880 (2002) Kim, K.Y., Kim, D.W., Nnaji, B.O.: Robot arc welding task sequencing using genetic algorithms. IIE Trans. 34, 865–880 (2002)
10.
Zurück zum Zitat Castillo, O., Trujillo, L., Melin, P.: Multiple objective genetic algorithms for path-planning optimization in autonomous mobile robots. Soft. Comput. 11, 269–279 (2007)CrossRef Castillo, O., Trujillo, L., Melin, P.: Multiple objective genetic algorithms for path-planning optimization in autonomous mobile robots. Soft. Comput. 11, 269–279 (2007)CrossRef
11.
Zurück zum Zitat Schwarzer, F., Saha, M., Latombe, J.C.: Adaptive dynamic collision checking for single and multiple articulated robots in complex environments. IEEE Trans. Rob. 21, 338–353 (2005)CrossRef Schwarzer, F., Saha, M., Latombe, J.C.: Adaptive dynamic collision checking for single and multiple articulated robots in complex environments. IEEE Trans. Rob. 21, 338–353 (2005)CrossRef
Metadaten
Titel
Motion Planning and Simulation of Multiple Welding Robots Based on Genetic Algorithm
verfasst von
Yongsheng Chao
Wenlei Sun
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-65298-6_18

Premium Partner