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Designing Digital Twins of Robots Using Simscape Multibody

Giovanni Boschetti, Teresa Sinico

2024Robotics22 citationsDOIOpen Access PDF

Abstract

Digital twins of industrial and collaborative robots are widely used to evaluate and predict the behavior of manipulators under different control strategies. However, these digital twins often employ simplified mathematical models that do not fully describe their dynamics. In this paper, we present the design of a high-fidelity digital twin of a six degrees-of-freedom articulated robot using Simscape Multibody, a Matlab toolbox that allows the design of robotic manipulators in a rather intuitive and user-friendly manner. This robot digital twin includes joint friction, transmission gears, and electric actuators dynamics. After assessing the dynamic accuracy of the Simscape model, we used it to test a computed torque control scheme, proving that this model can be reliably used in simulations with different aims, such as validating control schemes, evaluating collaborative functions or minimizing power consumption.

Topics & Concepts

RobotControl engineeringTorqueComputer scienceMATLABHigh fidelityFidelityToolboxMultibody systemEngineeringArtificial intelligenceSimulationControl theory (sociology)Control (management)Operating systemProgramming languageTelecommunicationsPhysicsThermodynamicsQuantum mechanicsElectrical engineeringRobotic Mechanisms and DynamicsRobot Manipulation and LearningIterative Learning Control Systems
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