Qing Chang
Orcid: 0000-0003-3744-1371Affiliations:
- University of Virginia, Department of Mechanical and Aerospace Engineering, VA, USA
- Stony Brook University, Department of Mechanical Engineering, NY, USA
- University of Michigan, Ann Arbor, MI, USA (former)
According to our database1,
Qing Chang
authored at least 53 papers
between 2007 and 2024.
Collaborative distances:
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Bibliography
2024
Task-oriented safety field for robot control in human-robot collaborative assembly based on residual learning.
Expert Syst. Appl., March, 2024
Int. J. Comput. Integr. Manuf., February, 2024
2023
An integrated control strategy for simultaneous robot assignment, tool change and preventive maintenance scheduling using Heterogeneous Graph Neural Network.
Robotics Comput. Integr. Manuf., December, 2023
Scalable Motion Planning and Task-Oriented Coordination Scheme for Mobile Manipulators in Smart Manufacturing.
J. Intell. Robotic Syst., November, 2023
Integrating Robot Assignment and Maintenance Management: A Multi-Agent Reinforcement Learning Approach for Holistic Control.
IEEE Robotics Autom. Lett., September, 2023
2022
IEEE Trans Autom. Sci. Eng., 2022
Integrated Process-System Modeling and Performance Analysis for Serial Production Lines.
IEEE Robotics Autom. Lett., 2022
IEEE Robotics Autom. Lett., 2022
User-guided motion planning with reinforcement learning for human-robot collaboration in smart manufacturing.
Expert Syst. Appl., 2022
Deep multi-agent reinforcement learning for multi-level preventive maintenance in manufacturing systems.
Expert Syst. Appl., 2022
Reinforcement Learning Based User-Guided Motion Planning for Human-Robot Collaboration.
CoRR, 2022
Paint shop vehicle sequencing based on quantum computing considering color changeover and painting quality.
CoRR, 2022
Proceedings of the 18th IEEE International Conference on Automation Science and Engineering, 2022
2021
Special Issue on Intelligent Energy Solutions to Sustainable Production and Service Automation.
IEEE Trans Autom. Sci. Eng., 2021
A Method Integrating Q-Learning With Approximate Dynamic Programming for Gantry Work Cell Scheduling.
IEEE Trans Autom. Sci. Eng., 2021
Data-Enabled Permanent Production Loss Analysis for Serial Production Systems With Variable Cycle Time Machines.
IEEE Robotics Autom. Lett., 2021
Efficient Algorithm Based on Adaptive Window-Model Predictive Control for Automatic Stacking in Warehouse Center.
IEEE Access, 2021
Predicting the Distribution of Product Completion Time in Multi-Product Manufacturing Systems.
Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021
2020
Deep reinforcement learning based preventive maintenance policy for serial production lines.
Expert Syst. Appl., 2020
IEEE Access, 2020
Mastering the Working Sequence in Human-Robot Collaborative Assembly Based on Reinforcement Learning.
IEEE Access, 2020
Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020
2019
Energy Saving Scheduling of A Single Machine System Based on Bi-objective Particle Swarm Optimization<sup>*</sup>.
Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019
Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019
Machine Preventive Replacement Policy for Serial Production Lines Based on Reinforcement Learning.
Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019
2018
IEEE Trans. Syst. Man Cybern. Syst., 2018
IEEE Trans Autom. Sci. Eng., 2018
IEEE Trans Autom. Sci. Eng., 2018
IEEE Trans Autom. Sci. Eng., 2018
Analysis and Evaluation of Control Action End-State Impact on Manufacturing System Future Production.
IEEE Access, 2018
Gantry Work Cell Scheduling through Reinforcement Learning with Knowledge-guided Reward Setting.
IEEE Access, 2018
A Real-Time Maintenance Policy for Multi-Stage Manufacturing Systems Considering Imperfect Maintenance Effects.
IEEE Access, 2018
Proceedings of the 14th IEEE International Conference on Automation Science and Engineering, 2018
Proceedings of the 14th IEEE International Conference on Automation Science and Engineering, 2018
2017
IEEE Trans. Ind. Electron., 2017
Gantry Scheduling for Multi-Gantry Production System by Online Task Allocation Method.
IEEE Robotics Autom. Lett., 2017
An event-based analysis of condition-based maintenance decision-making in multistage production systems.
Int. J. Prod. Res., 2017
Dynamic production system diagnosis and prognosis using model-based data-driven method.
Expert Syst. Appl., 2017
Comparison study of two reinforcement learning based real-time control policies for two-machine-one-buffer production system.
Proceedings of the 13th IEEE Conference on Automation Science and Engineering, 2017
2016
Implementing a Real-Time, Energy-Efficient Control Methodology to Maximize Manufacturing Profits.
IEEE Trans. Syst. Man Cybern. Syst., 2016
IEEE Trans Autom. Sci. Eng., 2016
2015
Market Demand Oriented Data-Driven Modeling for Dynamic Manufacturing System Control.
IEEE Trans. Syst. Man Cybern. Syst., 2015
IEEE Trans. Ind. Electron., 2015
IEEE Trans Autom. Sci. Eng., 2015
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2015
2014
Energy Efficiency Management of an Integrated Serial Production Line and HVAC System.
IEEE Trans Autom. Sci. Eng., 2014
Proceedings of the 2014 IEEE International Conference on Automation Science and Engineering, 2014
Utilizing energy opportunity windows and energy profit bottlenecks to reduce energy consumption per part for a serial production line.
Proceedings of the 2014 IEEE International Conference on Automation Science and Engineering, 2014
2013
Energy Saving Opportunity Analysis of Automotive Serial Production Systems (March 2012).
IEEE Trans Autom. Sci. Eng., 2013
Energy Savings Opportunities and Energy Efficiency Performance Indicators for a Serial Production Line.
Proceedings of the Advances in Production Management Systems. Sustainable Production and Service Supply Chains, 2013
2012
Eur. J. Oper. Res., 2012
2011
Data driven production modeling and simulation of complex automobile general assembly plant.
Comput. Ind., 2011
2007