Journal of Mechanical Design · 2012 · 19 citations · 27 references
EngineeringDesignMechanical EngineeringComputer-aided DesignDesign AutomationDesign OptimizationDesign For ManufacturingMechanical System DesignModular Robot DesignMulti-objective Design OptimizationOptimization In MechanicsStructural OptimizationComputer-aided Design OptimizationIndustrial RobotsModeling Of Modular RobotsModular DesignModular Robot ArchitecturesModular Robot PlatformsSimulation Of Modular RobotsStructural Strength
This paper presents a multidisciplinary design optimization (MDO) framework for automated design of a modular industrial robot. The developed design framework seamlessly integrates high level computer aided design (CAD) templates (HLCt) and physics based high fidelity models for automated geometry manipulation, dynamic simulation, and structural strength analysis. In the developed framework, methods such as surrogate models and multilevel optimization are employed in order to speed up the design optimization process. This work demonstrates how a parametric geometric model, based on the concept of HLCt, enables a multidisciplinary framework for multi-objective optimization of a modular industrial robot, which constitutes an example of a complex heterogeneous system.
27
A Simplex Method for Function Minimization
J. A. Nelder, R. Mead · The Computer Journal · 1965 · 28.9K citations
Carlos M. Fonseca, P.J. Fleming · IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans · 1998 · 1.2K citations
Problem Formulation for Multidisciplinary Optimization
Evin Cramer, J. E. Dennis, Paul D. Frank et al. · SIAM Journal on Optimization · 1994 · 643 citations