• DocumentCode
    2869905
  • Title

    Track Search of the Platform Simulating the Tank Engine´s Movement State*

  • Author

    Yuan, Lipeng ; Lu, Hongying ; Zhao, Keding

  • Author_Institution
    Sch. of Mechatronics Eng., Harbin Inst. of Technol.
  • fYear
    2006
  • fDate
    25-28 June 2006
  • Firstpage
    1975
  • Lastpage
    1979
  • Abstract
    The platform is a test-equipment which is used to simulate the tank engine´s movement state when the tank runs on the road. A multi-branches parallel manipulator with redundant branches driven by hydraulic power is adopted, which can meet the requirements of heavy load, high agility and complicated movement. Because of the peculiar structure of the system, the study introduced an improved genetic algorithm involving mechanism of simulated annealing with initial population gradually floating to carry out the six-dimension track searching. And it not only expatriated on the improved genetic algorithm involving mechanism of simulated annealing, but also contrasted and analyzed the results of simulation and experiment. The results of both the experiment and the analysis validate that the simulation result perfectly matches the result of the experiment. Furthermore, this method perfectly combines the global optimal characteristic of genetic algorithms and the local optimal specialty of simulated annealing algorithms. Adopting the technique of initial population gradually floating not only avoids premature convergence, but also has better effect on convergent speed, calculation accuracy and robust capability of initial value
  • Keywords
    engines; genetic algorithms; manipulators; military vehicles; simulated annealing; test equipment; genetic algorithm; multi-branches parallel manipulator; simulated annealing; tank engine movement state; test-equipment; track search; Accuracy; Algorithm design and analysis; Analytical models; Convergence; Genetic algorithms; Roads; Robustness; Simulated annealing; Testing; Tracking; Genetic algorithm; Initial population; Parallel manipulator; Simulated annealing; Tank engine;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mechatronics and Automation, Proceedings of the 2006 IEEE International Conference on
  • Conference_Location
    Luoyang, Henan
  • Print_ISBN
    1-4244-0465-7
  • Electronic_ISBN
    1-4244-0466-5
  • Type

    conf

  • DOI
    10.1109/ICMA.2006.257557
  • Filename
    4026398