Qing Chang

68 papers A* 1Journal 49Unranked 18
YearRankTypeTitle / Venue / Authors
2025 J jnl
Advances in Modeling, Analysis, and Control of Manufacturing Systems: Methods, Gaps, and Research Frontiers.
J. Comput. Inf. Sci. Eng.
Qing Chang, Chen Li, Kshitij Bhatta, Muhammad Waseem
2025 J jnl
Aggregative Game Analysis for Energy Consumption of Multizone HVAC Systems.
IEEE Trans. Control. Netw. Syst.
Xiongnan He, Zongli Lin, Qing Chang
2025 A* conf
Collaborative Motion Planning for Multi-Manipulator Systems Through Reinforcement Learning and Dynamic Movement Primitives.
ICRA
Siddharth Singh, Tian Xu, Qing Chang
2025 J jnl
Demand-driven hierarchical integrated planning-scheduling control for a mobile robot-operated flexible smart manufacturing system.
Robotics Comput. Integr. Manuf.
Chen Li, Kshitij Bhatta, Muhammad Waseem, Qing Chang
2025 J jnl
Generalizing kinematic skill learning to energy efficient dynamic motion planning using optimized Dynamic Movement Primitives.
Robotics Comput. Integr. Manuf.
Tian Xu, Siddharth Singh, Qing Chang
2025 J jnl
Hybrid Robot Learning for Automatic Robot Motion Planning in Manufacturing.
CoRR
Siddharth Singh, Tian Yu, Qing Chang, John Karigiannis, Shaopeng Liu
2025 J jnl
Pretrained LLMs as Real-Time Controllers for Robot Operated Serial Production Line.
CoRR
Muhammad Waseem, Kshitij Bhatta, Chen Li, Qing Chang
2024 J jnl
Collaborative motion planning for multi-manipulator systems through Reinforcement Learning and Dynamic Movement Primitives.
CoRR
Siddharth Singh, Tian Xu, Qing Chang
2024 J jnl
Dynamic modeling and analysis of multi-product flexible production line.
Int. J. Comput. Integr. Manuf.
Muhammad Waseem, Chen Li, Qing Chang
2024 — conf
Robot Learning from Demonstration based on Human-in-the-loop Reinforcement Learning.
CASE
Chen Li, Tian Yu, Qing Chang
2024 J jnl
Task-oriented safety field for robot control in human-robot collaborative assembly based on residual learning.
Expert Syst. Appl.
Cheng Zhu, Tian Yu, Qing Chang
2024 J jnl
Unlocking the Potential of Remanufacturing Through Machine Learning and Data-Driven Models - A Survey.
Algorithms
Yong Han Kim, Wei Ye, Ritbik Kumar, Finn Bail, Julia Dvorak, Yanchao Tan, Marvin Carl May, Qing Chang, Ragu Athinarayanan, Gisela Lanza, John W. Sutherland, Xingyu Li, Chandra Nath
2023 J jnl
An integrated control strategy for simultaneous robot assignment, tool change and preventive maintenance scheduling using Heterogeneous Graph Neural Network.
Robotics Comput. Integr. Manuf.
Kshitij Bhatta, Qing Chang
2023 J jnl
Integrating Robot Assignment and Maintenance Management: A Multi-Agent Reinforcement Learning Approach for Holistic Control.
IEEE Robotics Autom. Lett.
Kshitij Bhatta, Qing Chang
2023 J jnl
Scalable Motion Planning and Task-Oriented Coordination Scheme for Mobile Manipulators in Smart Manufacturing.
J. Intell. Robotic Syst.
Tian Yu, Qing Chang
2022 J jnl
Deep multi-agent reinforcement learning for multi-level preventive maintenance in manufacturing systems.
Expert Syst. Appl.
Jianyu Su, Jing Huang, Stephen C. Adams, Qing Chang, Peter A. Beling
2022 J jnl
Dynamic Robot Assignment for Flexible Serial Production Systems.
IEEE Robotics Autom. Lett.
Kshitij Bhatta, Jing Huang, Qing Chang
2022 J jnl
Energy-Saving Control in Multistage Production Systems Using a State-Based Method.
IEEE Trans Autom. Sci. Eng.
Yang Li, Peng-Hao Cui, Jun-Qiang Wang, Qing Chang
2022 J jnl
Integrated Process-System Modeling and Performance Analysis for Serial Production Lines.
IEEE Robotics Autom. Lett.
Chen Li, Qing Chang, Guoxian Xiao, Jorge Arinez
2022 — conf
Motion Planning for Human-Robot Collaboration based on Reinforcement Learning.
CASE
Tian Yu, Qing Chang
2022 J jnl
Paint shop vehicle sequencing based on quantum computing considering color changeover and painting quality.
CoRR
Jing Huang, Hua-Tzu Fan, Guoxian Xiao, Qing Chang
2022 J jnl
Reinforcement Learning Based User-Guided Motion Planning for Human-Robot Collaboration.
CoRR
Tian Yu, Qing Chang
2022 J jnl
User-guided motion planning with reinforcement learning for human-robot collaboration in smart manufacturing.
Expert Syst. Appl.
Tian Yu, Qing Chang
2021 J jnl
A Method Integrating Q-Learning With Approximate Dynamic Programming for Gantry Work Cell Scheduling.
IEEE Trans Autom. Sci. Eng.
Xinyan Ou, Qing Chang, Nilanjan Chakraborty
2021 J jnl
Data-Enabled Permanent Production Loss Analysis for Serial Production Systems With Variable Cycle Time Machines.
IEEE Robotics Autom. Lett.
Chen Li, Jing Huang, Qing Chang
2021 J jnl
Efficient Algorithm Based on Adaptive Window-Model Predictive Control for Automatic Stacking in Warehouse Center.
IEEE Access
Qing Chang, Ashkan Sebghati
2021 — conf
Predicting the Distribution of Product Completion Time in Multi-Product Manufacturing Systems.
CASE
Jing Huang, Qing Chang, Jorge Arinez
2021 J jnl
Special Issue on Intelligent Energy Solutions to Sustainable Production and Service Automation.
IEEE Trans Autom. Sci. Eng.
Ying Tang, Congbo Li, Andrea Matta, Qing Chang
2020 J jnl
Analysis of Downtime Transient Impact for Energy Efficient Manufacturing Systems.
IEEE Access
Jing Zou, Qing Chang, Jorge Arinez
2020 J jnl
Deep reinforcement learning based preventive maintenance policy for serial production lines.
Expert Syst. Appl.
Jing Huang, Qing Chang, Jorge Arinez
2020 — conf
Distributed Production Scheduling for Multi-Product Flexible Production Lines.
CASE
Jing Huang, Qing Chang, Jorge Arinez
2020 J jnl
Mastering the Working Sequence in Human-Robot Collaborative Assembly Based on Reinforcement Learning.
IEEE Access
Tian Yu, Jing Huang, Qing Chang
2020 J jnl
Mastering the working sequence in human-robot collaborative assembly based on reinforcement learning.
CoRR
Tian Yu, Jing Huang, Qing Chang
2019 — conf
Energy Saving Scheduling of A Single Machine System Based on Bi-objective Particle Swarm Optimization
CASE
Junfeng Wang, Min Qian, Lingui Hu, Shiqi Li, Qing Chang
2019 — conf
Improved Production Performance Through Manufacturing System Learning.
CASE
Yu Qian, Jorge Arinez, Guoxian Xiao, Qing Chang
2019 — conf
Machine Preventive Replacement Policy for Serial Production Lines Based on Reinforcement Learning.
CASE
Jing Huang, Qing Chang, Nilanjan Chakraborty
2018 J jnl
A Real-Time Maintenance Policy for Multi-Stage Manufacturing Systems Considering Imperfect Maintenance Effects.
IEEE Access
Jing Huang, Qing Chang, Jing Zou, Jorge Arinez
2018 J jnl
Analysis and Evaluation of Control Action End-State Impact on Manufacturing System Future Production.
IEEE Access
Jing Zou, Qing Chang, Jorge Arinez, Guoxian Xiao
2018 — conf
Analysis of End-of-State Impact on Manufacturing System Production Performance.
CASE
Jing Zou, Qing Chang, Jing Huang, Jorge Arinez, Guoxian Xiao
2018 J jnl
Event-Based Modeling and Analysis of Sensor Enabled Networked Manufacturing Systems.
IEEE Trans Autom. Sci. Eng.
Jing Zou, Qing Chang, Yong Lei, Jorge Arinez
2018 J jnl
Event-Based Supervisory Control for Energy Efficient Manufacturing Systems.
IEEE Trans Autom. Sci. Eng.
Yang Li, Qing Chang, Jun Ni, Michael P. Brundage
2018 — conf
Fuzzy Petri Net Based Intelligent Machine Operation of Energy Efficient Manufacturing System.
CASE
Zicheng Fei, Shiqi Li, Qing Chang, Junfeng Wang, Yaqin Huang
2018 J jnl
Gantry Work Cell Scheduling through Reinforcement Learning with Knowledge-guided Reward Setting.
IEEE Access
Xinyan Ou, Qing Chang, Jorge Arinez, Jing Zou
2018 J jnl
Modeling and Performance Diagnostics of Composite Work Cells With Gantries.
IEEE Trans Autom. Sci. Eng.
Xinyan Ou, Qing Chang, Jing Zou, Jorge Arinez, Guoxian Xiao
2018 J jnl
Production System Performance Identification Using Sensor Data.
IEEE Trans. Syst. Man Cybern. Syst.
Jing Zou, Qing Chang, Yong Lei, Jorge Arinez
2018 — conf
Real-time Control of Maintenance on Deteriorating Manufacturing System.
CASE
Jing Huang, Qing Chang, Jing Zou, Jorge Arinez, Guoxian Xiao
2017 J jnl
An event-based analysis of condition-based maintenance decision-making in multistage production systems.
Int. J. Prod. Res.
Yang Li, Qirong Tang, Qing Chang, Michael P. Brundage
2017 — conf
Comparison study of two reinforcement learning based real-time control policies for two-machine-one-buffer production system.
CASE
Wei Zheng, Yong Lei, Qing Chang
2017 J jnl
Dynamic production system diagnosis and prognosis using model-based data-driven method.
Expert Syst. Appl.
Jing Zou, Qing Chang, Jorge Arinez, Guoxian Xiao, Yong Lei
2017 — conf
Fuzzy decision of machine switch on-off for energy efficient operation of manufacturing system.
CASE
Junfeng Wang, Jin Xue, Eliana Torres Duque, Shiqi Li, Qing Chang
2017 J jnl
Gantry Scheduling for Multi-Gantry Production System by Online Task Allocation Method.
IEEE Robotics Autom. Lett.
Xinyan Ou, Qing Chang, Nilanjan Chakraborty, Junfeng Wang
2017 J jnl
Intermittent Connection Fault Diagnosis for CAN Using Data Link Layer Information.
IEEE Trans. Ind. Electron.
Leiming Zhang, Yong Lei, Qing Chang
2017 — conf
Markov chain based idle status control of stochastic machines for energy saving operation.
CASE
Junfeng Wang, Yi Feng, Zicheng Fei, Shiqi Li, Qing Chang
2016 J jnl
Implementing a Real-Time, Energy-Efficient Control Methodology to Maximize Manufacturing Profits.
IEEE Trans. Syst. Man Cybern. Syst.
Michael P. Brundage, Qing Chang, Yang Li, Jorge Arinez, Guoxian Xiao
2016 J jnl
Sustainable Manufacturing Performance Indicators for a Serial Production Line.
IEEE Trans Autom. Sci. Eng.
Michael P. Brundage, Qing Chang, Yang Li, Jorge Arinez, Guoxian Xiao
2015 J jnl
Data-Driven Analysis of Downtime Impacts in Parallel Production Systems.
IEEE Trans Autom. Sci. Eng.
Yang Li, Qing Chang, Guoxian Xiao, Jorge Arinez
2015 — conf
Evaluating and reducing production impact on HVAC cooling load.
CASE
Michael P. Brundage, Qing Chang, Jorge Arinez, Jon Longtin, Tao He
2015 J jnl
Fault Location for the Intermittent Connection Problems on CAN Networks.
IEEE Trans. Ind. Electron.
Yong Lei, Haibo Xie, Yong Yuan, Qing Chang
2015 J jnl
Market Demand Oriented Data-Driven Modeling for Dynamic Manufacturing System Control.
IEEE Trans. Syst. Man Cybern. Syst.
Yang Li, Qing Chang, Michael P. Brundage, Stephan R. Biller, Jorge Arinez, Guoxian Xiao
2014 J jnl
Energy Efficiency Management of an Integrated Serial Production Line and HVAC System.
IEEE Trans Autom. Sci. Eng.
Michael P. Brundage, Qing Chang, Yang Li, Guoxian Xiao, Jorge Arinez
2014 — conf
Threshold-type admission policy for remanufacturing systems.
CASE
Xiaoning Jin, Jun Ni, S. Jack Hu, Guoxian Xiao, Qing Chang
2014 — conf
Utilizing energy opportunity windows and energy profit bottlenecks to reduce energy consumption per part for a serial production line.
CASE
Michael P. Brundage, Qing Chang, Yang Li, Jorge Arinez, Guoxian Xiao
2013 J jnl
Energy Saving Opportunity Analysis of Automotive Serial Production Systems (March 2012).
IEEE Trans Autom. Sci. Eng.
Qing Chang, Guoxian Xiao, Stephan R. Biller, Lin Li
2013 — conf
Energy Savings Opportunities and Energy Efficiency Performance Indicators for a Serial Production Line.
APMS (1)
Michael Brundage, Qing Chang, Shiyao Wang, Shaw C. Feng, Guoxian Xiao, Jorge Arinez
2013 — conf
Energy efficiency management of an integrated serial production line and HVAC system.
CASE
Michael Brundage, Qing Chang, Yang Li, Guoxian Xiao, Jorge Arinez
2012 J jnl
Reliability and covariance estimation of weighted k-out-of-n multi-state systems.
Eur. J. Oper. Res.
Yong Wang, Lin Li, Shuhong Huang, Qing Chang
2011 J jnl
Data driven production modeling and simulation of complex automobile general assembly plant.
Comput. Ind.
Junfeng Wang, Qing Chang, Guoxian Xiao, Nan Wang, Shiqi Li
2007 J jnl
Maintenance staffing management.
J. Intell. Manuf.
Qing Chang, Jun Ni, Pulak Bandyopadhyay, Stephan R. Biller, Guoxian Xiao