Flexible slider crank mechanism synthesis using meta-heuristic optimization techniques: a new designer tool assistance for a compliant mechanism synthesis

被引:9
作者
Ben Abdallah, Mohamed Amine [1 ]
Khemili, Imed [2 ]
Aifaoui, Nizar [1 ]
机构
[1] Univ Monastir, Natl Engn Sch Monastir, Lab Mech Engn, Ave Ibn Eljazar, Monastir 5000, Tunisia
[2] Univ Sousse, Higher Inst Appl Sci & Technol Sousse, Mech Lab Sousse, Rd Tahar Ben Achour, Sousse 4003, Tunisia
关键词
Assistance Tool for the Designer; Mechanism synthesis; Artificial Bee Colony Optimization; Ant Colony Optimization; Flexible multibody system; 4-BAR MECHANISMS; PATH SYNTHESIS; DYNAMIC-ANALYSIS; DIFFERENTIAL EVOLUTION; PARALLEL MANIPULATOR; GLOBAL OPTIMIZATION; GENETIC ALGORITHM; GENERATION; TRANSMISSION; METHODOLOGY;
D O I
10.1007/s10462-019-09747-y
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This work bespeaks an insight into a real imperfect multibody systems synthesis, wherein the flexible behaviour of its components is considered. Based on the end-effector mechanism velocity, acceleration and defined transversal deflection for a flexible component, the mechanism optimal design variables have been investigated. Subsequently, the three aforementioned responses have been involved simultaneously for a combined optimization process. To this end, an Assistance Tool Design, subsuming several meta-heuristic optimization techniques such as Genetic Algorithm (GA), Imperialist Competitive Algorithm (ICA), Artificial Bee Colony (ABC), Ant Colony (AC), Differential Evolution (DE) and Simulating Annealing (SA) techniques, has been developed under MATLAB software. The Assistance Tool Design enables designers to carry out the synthesis of mechanisms by means of one or many optimization techniques mentioned above. It has been proven that AC and DE outperform the other optimization techniques. Nevertheless, awkwardness has been bearded for the mechanism synthesis using only a single response, mainly the flexible connecting rod mid-point transversal deflection. The combined synthesis subsuming simultaneously the three responses discussed above settles a perfect trade-off for all the optimization techniques.
引用
收藏
页码:2809 / 2840
页数:32
相关论文
共 55 条
[1]   Performance of EAs for four-bar linkage synthesis [J].
Acharyya, S. K. ;
Mandal, M. .
MECHANISM AND MACHINE THEORY, 2009, 44 (09) :1784-1794
[2]   Path synthesis of four-bar mechanisms using synergy of polynomial neural network and Stackelberg game theory [J].
Ahmadi, Bahman ;
Nariman-zadeh, Nader ;
Jamali, Ali .
ENGINEERING OPTIMIZATION, 2017, 49 (06) :932-947
[3]   Optimization of a complex flexible multibody systems with composite materials [J].
Ambrosio, Jorge A. C. ;
Neto, Maria Augusta ;
Leal, Rogerio P. .
MULTIBODY SYSTEM DYNAMICS, 2007, 18 (02) :117-144
[4]  
[Anonymous], MECH MACH THEORY
[5]  
[Anonymous], MODERN HEURISTIC OPT
[6]  
[Anonymous], ADV MECH DESIGN ANAL
[7]  
Atashpaz-Gargari E, 2007, IEEE C EVOL COMPUTAT, P4661, DOI 10.1109/cec.2007.4425083
[8]   Evolutionary synthesis of mechanisms applied to the design of an exoskeleton for finger rehabilitation [J].
Bataller, A. ;
Cabrera, J. A. ;
Clavijo, M. ;
Castillo, J. J. .
MECHANISM AND MACHINE THEORY, 2016, 105 :31-43
[9]   A method for optimal path synthesis of four-link planar mechanisms [J].
Buskiewicz, Jacek .
INVERSE PROBLEMS IN SCIENCE AND ENGINEERING, 2015, 23 (05) :818-850
[10]   Multiobjective constrained optimal synthesis of planar mechanisms using a new evolutionary algorithm [J].
Cabrera, J. A. ;
Nadal, F. ;
Munoz, J. P. ;
Simon, A. .
MECHANISM AND MACHINE THEORY, 2007, 42 (07) :791-806