Title :
An Optimum Synthesis of a Planar Mechanism Using a Dynamic-based Approach
Author :
Portilla Flores, Edgar Alfredo ; Calva Yanez, Maria Barbara ; Villarreal Cervantes, Miguel Gabriel ; Nino Suarez, Paola Andrea ; Sepulveda Cervantes, Gabriel
Author_Institution :
Centro de Innovacion y Desarrollo Tecnol. en Computo, Inst. Politec. Nac., Mexico City, Mexico
Abstract :
This paper presents a dynamic approach to the synthesis of a crank-rocker four-bar mechanism, that is obtained by an optimization problem and its solution using the Bio-inspired algorithm called Differential Evolution (DE). The proposed dynamic approach states a mono-objective dynamic optimization problem (MODOP), in order to obtain a set of optimal parameters of the system. In this MODOP, the kinematic and dynamic models of the whole system are considered as well as a set of constraints including a dynamic constraint. The DE algorithm is adapted to solve the optimization problem by adding a suitable constraint-handling mechanism that is able to incorporate the kinematic and dynamic constraints of the system. A set of independent computational runs were carried out in order to validate the dynamic approach. An analysis from the mechanical and computational point of view is presented, based on the obtained results. From the analysis of the simulation and its results, it is shown that the solutions for the proposed algorithm lead to a more suitable design based on the dynamic approach.
Keywords :
evolutionary computation; optimisation; DE algorithm; MODOP; bioinspired algorithm; constraint-handling mechanism; crank-rocker four-bar mechanism; differential evolution; dynamic constraints; dynamic models; dynamic-based approach; kinematic constraints; kinematic models; mono-objective dynamic optimization problem; optimum synthesis; planar mechanism; Algorithm design and analysis; Biological system modeling; Computational modeling; Heuristic algorithms; Kinematics; Optimization; Silicon compounds; Design optimization; Evolutionary computation; Mechanical systems;
Journal_Title :
Latin America Transactions, IEEE (Revista IEEE America Latina)
DOI :
10.1109/TLA.2015.7112007