Title :
Configuration synthesis of underactuated resilient robotic systems
Author :
Tan Zhang ; Changli Liu ; Zhiqin Qian ; Dan Zhang ; Gupta, Madan M. ; Wenjun Zhang
Author_Institution :
Complex & Intell. Syst. Res. Center, East China Univ. of Sci. & Technol., Shanghai, China
Abstract :
A resilient robotic system is capable of recovering the original function after some parts failed. This paper develops a general architecture of resilient robot in terms of physical components and their relationships. This architecture includes active joints and passive joints and adjustable links. The inclusion of passive joints and adjustable link can offer benefit not only on cost, but also on functionality. The architecture determines the configuration variations in terms of discrete variables, i.e., types of modules, assembly pattern of each module and continuous variables, i.e., length of links between two joints and the initial location of the base. The configuration synthesis is formulated as an optimization problem. Energy consumption and resilience is chosen as the objective function. The task-based kinematic and dynamic model is included as the constraints for the underactuated resilient robot that has active joints and passive joints. A genetic algorithm is employed to search for the optimal configuration. This approach is validated by a 3-DOF manipulator.
Keywords :
design engineering; genetic algorithms; manipulator dynamics; manipulator kinematics; 3-DOF manipulator; active joints; adjustable links; configuration synthesis; configuration variations; continuous variables; degree-of-freedom; discrete variables; dynamic model; energy consumption; genetic algorithm; objective function; optimization problem; passive joints; resilient robot architecture; task-based kinematic model; underactuated resilient robotic systems; Assembly; Computer architecture; Genetic algorithms; Joints; Resilience; Robot kinematics;
Conference_Titel :
Advanced Intelligent Mechatronics (AIM), 2014 IEEE/ASME International Conference on
Conference_Location :
Besacon
DOI :
10.1109/AIM.2014.6878164