2019 · 23 citations · 9 references
Real-time ControlEngineeringDigital TwinningNetwork ComputingReal RobotCritical ComputingNetwork RoboticsSystems EngineeringInternet Of ThingsDigital TwinReal-time CommunicationIndustrial InformaticsRobot NetworkComputer EngineeringGazebo EnvironmentCyber-physical Production SystemMission Critical CommunicationCyber Physical SystemsEdge ComputingAutomationTechnologyRoboticsNetwork ProvisioningMission-critical System
Digital Twin (DT) is widely used in various industrial sectors to optimize the operations and maintenance of physical assets, system and manufacturing processes. This paper applies the DT concept on analyzing the effects of network on the control of a real robot where its DT runs in a complex robot cell executing agile tasks. We present the design steps applied to reach a realizable DT in the Gazebo environment. We evaluate our proposed method with real network configurations against a fully simulated scenario solving the Agile Robotics for Industrial Automation Competition (ARIAC) [1]. The evaluation results show that for low delay setups the simulation provides accurate results. For high delay setups the DT should be used for network assessment. It is also shown that 5G Ultra-Reliable Low-Latency Communication (URLLC) is required for the best productivity performance of the robot cell, while the evaluated public LTE+ network can also be used with limited overall accuracy. The DT in action can be seen on [2].
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ros_control: A generic and simple control framework for ROS
Sachin Chitta, Eitan Marder-Eppstein, Wim Meeussen et al. · The Journal of Open Source Software · 2017 · 198 citations · Full text