DocumentCode
2696134
Title
Passive vibration suppression of a walking tractor handlebar structure using multiobjective PBIL
Author
Kanyakam, Siwadol ; Bureerat, Sujin
Author_Institution
Rajabhat Maha Sarakham Univ., Maha Sarakham
fYear
2007
fDate
25-28 Sept. 2007
Firstpage
4162
Lastpage
4169
Abstract
This paper is concerned with vibration suppression of a walking tractor handlebar structure using multiobjective population-based incremental learning (PBIL). Two bi-objective optimisation problems are assigned aiming at vibration alleviation as well as structural mass reduction. Design variables are structural shape and sizing parameters whereas the objective functions include structural weight, natural frequencies, and frequency response function. The problems are posed to minimise the objectives whilst meeting structural safety requirement. The PBIL multiobjective optimiser is detailed and implemented to solve the optimization problems. The optimum results obtained are compared, illustrated and discussed. It is shown that a simple but effective passive vibration control of a handlebar structure can be achieved through the implementation of the proposed multiobjective PBIL.
Keywords
agricultural machinery; learning (artificial intelligence); optimisation; vibration control; bi-objective optimisation problems; frequency response function; multiobjective PBIL; natural frequencies; passive vibration suppression; population-based incremental learning; structural mass reduction; structural weight; vibration alleviation; vibration control; walking tractor handlebar structure; Decision support systems; Legged locomotion;
fLanguage
English
Publisher
ieee
Conference_Titel
Evolutionary Computation, 2007. CEC 2007. IEEE Congress on
Conference_Location
Singapore
Print_ISBN
978-1-4244-1339-3
Electronic_ISBN
978-1-4244-1340-9
Type
conf
DOI
10.1109/CEC.2007.4425014
Filename
4425014
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