Smart Robotic Assistants for Small Volume Manufacturing Tasks Satyandra K. Gupta Director, Center for Advanced Manufacturing Smith International Professor Aerospace and Mechanical Engineering Department Viterbi School of Engineering University of Southern California
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Smart Robotic Assistants for Small Volume Manufacturing Tasks
Satyandra K. Gupta
Director, Center for Advanced Manufacturing
Smith International Professor
Aerospace and Mechanical Engineering Department
Viterbi School of Engineering
University of Southern California
Examples of Applications for Traditional Industrial Robots
• Recent advances in the field of industrial robots are adding new capabilities at an unprecedented rate
• Physics-aware decision making is a key to realizing smart robotic assistants
– Application context is very important – Need to model Interactions among
component technologies
• We have demonstrated feasibility of smart robotic assistants in new manufacturing applications ─ Finishing
─ Bin Picking for Complex Parts
─ Collaborative Assembly
─ Composite Layup
─ Additive Manufacturing
• Alsharhan, A. T., Centea, T., Gupta, S. K., Enhancing mechanical properties of thin-walled structures using non-planar extrusion based additive manufacturing. ASME Manufacturing Science and Engineering Conference, 2017.
• Kabir, A. M., Langsfeld, J. D., Zhaung, C., Kaipa, K. N., and Gupta, S. K. A systematic approach for minimizing physical experiments to identify optimal trajectory parameters for robots. IEEE International Conference on Robotics and Automation, 2017.
• Kabir, A. M. and Kaipa, K. N. and Marvel, J. and Gupta, S. K. Automated Planning for Robotic Cleaning using Multiple Setups and Oscillatory Tool Motions. IEEE Transactions on Automation Science and Engineering, 2017.
• Kabir, A. M., Langsfeld, J. D., Zhuang, C., Kaipa, K. N., Gupta, S. K. Automated Leaning of Operation Parameters for Robotic Cleaning by Mechanical Scrubbing. ASME Manufacturing Science and Engineering Conference, 2016.
• Kabir, A. M., Langsfeld, J. D., Shriyam, S., Rachakonda, V., Zhaung, C., Kaipa, K. N., Marvel, J., and Gupta, S. K. Planning Algorithms for Multi-Setup Multi-Pass Robotic Cleaning with Oscillatory Moving Tools. IEEE International Conference on Automation Science and Engineering, 2016.
References
• Kaipa, K. N., Kankanhalli-Nagendra, A. S., Kumbla, N. B., Shriyam, S., Thevendria-Karthic, S. S., Marvel, J., Gupta, S. K. Addressing Perception Uncertainty Induced Failure Modes in Robotic Bin-Picking, Robotics and Computer-Integrated Manufacturing, 2016.
• Kaipa, K. N., Shriyam, S., Kumbla, N. B., Gupta, S. K., Resolving Occlusions Through Simple Motions in Robotic Bin-Picking, ASME Manufacturing Science and Engineering Conference, 2016.
• Kaipa, K. N., Shriyam, S., Kumbla, N. B., Gupta, S. K. Automated Plan Generation for Robotic Singulation from Mixed Bins. IROS Workshop on Task Planning for Intelligent Robots in Service and Manufacturing, 2015.
• Kaipa, K. N., Kumbla, N. B., Gupta, S. K. Characterizing Performance of Sensorless Fine Positioning Moves in the Presence of Grasping Position Uncertainty, IROS Workshop on Task Planning for Intelligent Robots in Service and Manufacturing, 2015.
• Kaipa, K. N., Thevendria-Karthic, S. S., Shriyam, S., Kabir, A. M., Langsfeld, J. D., & Gupta, S. K., Resolving automated perception system failures in bin-picking tasks using assistance from remote human operators. IEEE International Conference on Automation Science and Engineering, 2015
• Kumbla, N. B., Thakar, S., Kaipa, K. N., Marvel, J., Gupta, S. K., Simulation Based On-Line Evaluation of Singulation Plans to Handle Perception Uncertainty in Robotic Bin Picking, ASME Manufacturing Science and Engineering Conference, 2017.
References (Cont.)
• Langsfeld, J. D., Kabir, A. M., Kaipa, K. N., Gupta, S. K. Online Learning of Part Deformation Models for Robotic Cleaning. ASME Manufacturing Science and Engineering Conference, 2016.
• Langsfeld, J. D., Kabir, A. M., Kaipa, K. N., Gupta, S. K. Robotic Bimanual Cleaning of Deformable Objects with Online Learning of Part and Tool Models. IEEE International Conference on Automation Science and Engineering, 2016.
• Morato, C. W., Kaipa, K. N., Liu, J., & Gupta, S. K. A framework for hybrid cells that support safe and efficient human-robot collaboration in assembly operations. ASME Computers and Information in Engineering Conference, August 2014.
• Morato, C., Kaipa, K., Zhao, B., & Gupta, S. K. Safe human robot interaction by using exteroceptive sensing based human modeling. ASME Computers and Information in Engineering Conference, August 2013
References (Cont.)
• Morato, C., Kaipa, K. N., Zhao, B., Gupta, S. K. Toward safe human robot collaboration by using multiple kinects based real-time human tracking. Journal of Computing and Information Science in Engineering, 14(1), 011006, 2014.
• Morato, C., Kaipa, K. N., & Gupta, S. K. Improving assembly precedence constraint generation by utilizing motion planning and part interaction clusters. Computer-Aided Design, 45(11), 1349-1364, 2013.