Publications

Lee, G.H., B. Song, and H.W. Jeon: "Conditional Entropy-Based Sequential Decision-Making for AI Adoption in Manufacturing: A Reinforcement Learning Approach" Systems (2025). https://doi.org/10.3390/systems13090830

Jung, S.Y., H.W. Jeon, and K.J. Park: "Power Estimation Models of a 7-axis Robotic Arm with Simulated Manufacturing Applications" International Journal of Advanced Manufacturing Technology (2024). https://doi.org/10.1007/s00170-024-14338-5

Kim, K., K. Park, H.W. Jeon, G.E.  Kremer: "Design complexity based flexible order dispatching for additive manufacturing production" International Journal of Production Economics (2024), 274, 109307. https://doi.org/10.1016/j.ijpe.2024.109307

Kim, K., K. Park, and H.W. Jeon: “Investigation of an Optimal Material Addition Rate for Energy Consumption and Dimensional Accuracy in Fused Filament Fabrication of CFR-PEEK” Polymers (2024), 16(4). https://doi.org/10.3390/polym16040492

Jeon, H.W., A. Ebrahimi, and G.H. Lee: "A Simulation-Based Experimental Design for Analyzing Energy Consumption and Order Tardiness in Warehousing Systems" Sustainability (2023), 15, no. 20: 14891. https://doi.org/10.3390/su152014891

Ebrahimi, A, H.W. Jeon, and S.Y. Jung: "Improving Energy Consumption and Order Tardiness in Picker-to-Part Warehouses with Electric Forklifts: A Comparison of Four Evolutionary Algorithms" Sustainability (2023), 15, no. 13: 10551. https://doi.org/10.3390/su151310551

Noh, H., K. Park, and H.W. Jeon: “Selection of infill parameters considering their effects on operational and mechanical performance for material extrusion of CFR-PEEK” Rapid Prototyping Journal  (2023). https://doi.org/10.1108/RPJ-11-2022-0380 

Kim, G., K. Park, H.W. Jeon, and G. Kremer: “Usage dynamics of environmental sustainability indicators for manufacturing and service systems” Journal of Cleaner Production  (2022). https://doi.org/10.1016/j.jclepro.2022.132062

Hassan, M., H. Noh, K. Park, and H.W. Jeon: “Simulating Energy Consumption based on Material Addition Rates for Material Extrusion of CFR-PEEK: A Trade-off between Energy Costs and Cycle Time” International Journal of Advanced Manufacturing Technology  (2022). https://doi.org/10.1007/s00170-022-08967-x

Kim, K., H. Noh, K. Park, H.W. Jeon, and S. Lim: “Characterization of Power Demand and Energy Consumption for Fused Filament Fabrication Using CFR-PEEK” accepted to Rapid Prototyping Journal (2022). https://doi.org/10.1108/RPJ-07-2021-0188

Vyas, V., H.W. Jeon, and C. Wang: “Developing Energy Simulation Models of a Compressed Air System in Manufacturing for Reducing Energy Costs” Sustainability (2021), 13(18), 10340, 28 pages. https://doi.org/10.3390/su131810340

Wu, C., A. Kargarian, and H.W. Jeon: “Data-driven Nonparametric Joint Chance Constraints for Economic Dispatch with Renewable Generation” accepted to IEEE Transactions on Industry Applications (07/2021).

Hassan, M., H.W. Jeon, G. Kim, and K. Park: “The Effects of Infill Patterns and Infill Rates on Energy Consumption in Fused Filament Fabrication Using CFR-PEEK” accepted to Rapid Prototyping Journal (07/2021).

Lee, S.G., H.W. Jeon, M. Issabakhsh, and A. Ebrahimi: “An Electric Forklift Routing Problem with Battery Charging and Energy Penalty Constraints” Journal of Intelligent Manufacturing (2021), Published online https://doi.org/10.1007/s10845-021-01763-6

Ghanbari, L., C. Wang, and H.W. Jeon: “Industrial Energy Assessment Training Effectiveness Evaluation: An Eye-Tracking Study” Sensors (2021), 21(5), 1584, 17 pages. https://doi.org/10.3390/s21051584

Jeon, H.W., S.H. Chung, and K. Park: “A Nonparametric Approach to Modeling Dependence among Production Parameters for Energy Cost Estimation” International Journal of Advanced Manufacturing Technology (2020), 108(5), 1913-1930. https://doi.org/10.1007/s00170-020-05511-7

Ebrahimi, A., H.W. Jeon, S.G. Lee, and C. Wang: “Minimizing total energy cost and tardiness penalty for a scheduling-layout problem in a flexible job shop system: A comparison of four metaheuristic algorithms” Computers & Industrial Engineering (2020), 141, 106295, 21 pages. https://doi.org/10.1016/j.cie.2020.106295 

Lee, S.G., M. Issabakhsh, H.W. Jeon, S.W. Hwang, and B.D. Chung: “Idle Time and Capacity Control for a Single Machine Scheduling Problem with Dynamic Electricity Pricing” Operations Management Research (2020), 13(3), 197-217. https://doi.org/10.1007/s12063-020-00156-x

Bangaru, S.S., C. Wang, X. Zhou, H.W. Jeon, and Y. Li: “Gesture Recognition based Smart Training Assistant System for Construction Worker Earplugs Wearing Training” Journal of Construction Engineering and Management (2020), 146(12),  04020144, 12 pages. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001941

Chung, S.H., R. Weaver, and H.W. Jeon: “Sustainable Management of Remanufacturing in Dynamic Supply Chains” Networks and Spatial Economics (2020), 20(3), 703-731. https://doi.org/10.1007/s11067-020-09493-7

Park, K., G. Kim, H. No, H.W. Jeon, and G. Kremer: “Identification of Optimal Process Parameter Settings Based on Manufacturing Performance for Fused Filament Fabrication of CFR-PEEK” Applied Sciences (2020), 10(13), 4630, 23 pages. https://doi.org/10.3390/app10134630

Al-Mashraie, M., S.H. Chung, and H.W. Jeon: “Customer switching behavior analysis in the telecommunication industry via push-pull-mooring framework: a machine learning approach” Computers & Industrial Engineering (2020), 144, 106476, 14 pages. https://doi.org/10.1016/j.cie.2020.106476

Iqbal, M.W., Y.C. Kang, and H.W. Jeon: “Zero waste strategy for green supply chain management with minimization of energy consumption” Journal of Cleaner Production (2020), 245, 118827, 17 pages. https://doi.org/10.1016/j.jclepro.2019.118827

Bangaru, S.S., C. Wang, M. Hassan, H.W. Jeon, and T. Ayiluri: “Estimation of the degree of hydration of concrete through automated machine learning based microstructure analysis – A study on effect of image magnification” Advanced Engineering Informatics (2019), 42, 100975, 10 pages. https://doi.org/10.1016/j.aei.2019.100975

Jeon, H.W., S.G. Lee, and C. Wang: “Estimating Manufacturing Electricity Costs by Simulating Dependence between Production Parameters” Robotics and Computer Integrated Manufacturing (2019), 55, Part A, 129–140. https://doi.org/10.1016/j.rcim.2018.07.009

Lee, S.G., B.D. Chung, H.W. Jeon, and J.Y. Chang: “A Dynamic Control Approach for Energy-Efficient Production Scheduling on a Single Machine Under Time-Varying Electricity Pricing” Journal of Cleaner Production (2017), 165, 552–563.   https://doi.org/10.1016/j.jclepro.2017.07.102

Jeon, H.W., S.G. Lee, A. Kargarian, and Y.C. Kang: “Power Demand Risk Models on Milling Machines” Journal of Cleaner Production (2017), 165, 1215–1228. https://doi.org/10.1016/j.jclepro.2017.07.101

Jeon, H.W., M. Taisch, and V. Prabhu: “Measuring Variability on Electrical Power Demands in Manufacturing Operations” Journal of Cleaner Production (2016), 137, 1628–1646. https://doi.org/10.1016/j.jclepro.2016.03.102

Jeon, H.W., M. Taisch, and V. Prabhu: “Modelling and Analysis of Energy Footprint of Manufacturing Systems” International Journal of Production Research (2015), 53(23), 7049–7059. http://dx.doi.org/10.1080/00207543.2014.961208

Lee, G.H. and H.W. Jeon: "A Dynamic Milling Power Model Considering Tool Wear and Material Hardness with Simulated Applications" in Proceedings of APMS 2025 Conference, Kamakura, Japan, 08/31-09/04 (2025).

Lee, G.H. and H.W. Jeon: "Predicting Manufacturing Power based on a Dynamic Power Model Considering Tool Wear" in Proceedings of IISE Annual Conference and Expo 2025, Atlanta, USA, 05/31-06/03 (2025).

Eom, S.H. and H.W. Jeon: "Determining a Base Position of 7-axis Robotic Arm to Minimize Energy Consumption using Data-driven Learning" in Proceedings of IISE Annual Conference and Expo 2025, Atlanta, USA, 05/31-06/03 (2025).

Lee, G.H., B. Song, J. Jung, and H.W. Jeon: "Development of Automated Negotiation Models for Suppliers Using Reinforcement Learning" in Proceedings of APMS 2024 Conference, Chemnitz, Germany, 09/08-09/12 (2024). https://doi.org/10.1007/978-3-031-71637-9_25

Lee, G.H., B. Song, and H.W. Jeon: "Developing a Systematic Code Structure for a Manufacturing Energy Efficiency Improvement Recommendation Program" in Proceedings of IISE Annual Conference and Expo 2024, Montreal, Canada, 05/18-05/21 (2024).

Lee, G.H. and H.W. Jeon: "A Stochastic Frontier Analysis (SFA)-based Method for Detecting Changes in Manufacturing Energy Efficiency by Sector and Time" in Proceedings of APMS 2023 Conference, Trondheim, Norway, 09/17-09/21 (2023).

Lee, G.H. and H.W. Jeon: "Energy Efficiency Analysis by Manufacturing Sector and Time Using Unbalanced Panel Data" in Proceedings of KIIE and KORMS Spring Conference, Jeju-do, South Korea, 05/31-06/03 (2023).

Jung, S.Y. and H.W. Jeon: "A Machine Learning-based Electric Power Prediction Model for a 7-Axis Robotic Arm" in Proceedings of KIIE and KORMS Spring Conference, Jeju-do, South Korea, 05/31-06/03 (2023).

Jung, S.Y. and H.W. Jeon: "A 7-DOF robotic arm energy prediction model for smart manufacturing" in Proceedings of IISE Annual Conference and Expo 2023, Louisiana, United States, 05/20-05/23 (2023).

Kim, K., K. Park, and H.W. Jeon: “The Impact of Design Complexity on Additive Manufacturing Performance” in Proceedings of APMS 2022 Conference on Smart Manufacturing and Logistics Systems: Turning Ideas into Action, Gyeongju, South Korea, 09/25-09/29 (2022).

Vyas, V. and H.W. Jeon: “Simulating a Manufacturing System including an Air Compressor for Reducing Energy Costs” in Proceedings of ACEEE 2021 Summer Study on Energy Efficiency in Industry, Virtual, 07/12-07/15 (2021).

Hassan, M. and H.W. Jeon: “Investigating Performance of Machine Learning Algorithm for Forecasting Time Series Electrical Demands based on a Simulation” in Proceedings of IISE Annual Conference and Expo 2021, Virtual, 05/19-05/22 (2021).

Hassan, M., A. Ebrahimi, H.W. Jeon, and C. Wang: “Compressed air leakage detection and quantification through infrared thermography” in Proceedings of IISE Annual Conference and Expo 2020, Virtual, 11/01-11/03 (2020). 

Vyas, V. and H.W. Jeon: “Estimating Energy Costs by Simulating Dependence between Turning Parameters” in Proceedings of IISE Annual Conference and Expo 2020, Virtual, 11/01-11/03 (2020).

Ebrahimi, A. and H.W. Jeon: “A hybrid metaheuristic for minimizing total tardiness and electricity costs” in Proceedings of IISE Annual Conference and Expo 2019, Orlando, FL, USA, 05/18-05/21 (2019).

Ebrahimi, A. and H.W. Jeon: “Minimizing total tardiness and energy cost by considering layout and scheduling in a flexible job shop” in Proceedings of IISE Annual Conference and Expo 2018, Orlando, FL, USA, 05/19-05/22 (2018).

Jeon, H.W. and S.G. Lee: “Manufacturing Energy Consumption Model for Product Mix and Design” in Proceedings of 26th International Conference on FAIM, Seoul, South Korea, 06/27-06/30 (2016).

Prabhu, V., H.W. Jeon, and M. Taisch: “Modeling Green Factory Physics – An Analytical Approach” in Proceedings of 8th IEEE International Conference on Automation Science and Engineering (CASE), Seoul, South Korea, 08/20-08/24 (2012). http://doi.org/10.1109/CoASE.2012.6386361

Jeon, H.W. and V. Prabhu: “Modeling Energy Performance of Manufacturing Systems using GI/M/1 Queues” in Advances in Production Management Systems. Sustainable Production and Service Supply Chains, edited by V. Prabhu, M. Taisch, and D. Kiritsis, pp. 127–134. IFIP Advances in Information and Communication Technology. Springer Berlin Heidelberg (2013). https://doi.org/10.1007/978-3-642-41266-0_16

Jeon, H.W. and V. Prabhu: “Modeling Green Fabs – A Queuing Theory Approach for Evaluating Energy Performance” in Advances in Production Management Systems. Competitive Manufacturing for Innovative Products and Services, edited by C. Emmanouilidis, M. Taisch, and D. Kiritsis, pp. 41–48. IFIP Advances in Information and Communication Technology. Springer Berlin Heidelberg (2013). https://doi.org/10.1007/978-3-642-40352-1_6

Prabhu, V., H.W. Jeon, and M. Taisch: “Simulation Modelling of Energy Dynamics in Discrete Manufacturing Systems” in Service Orientation in Holonic and Multi Agent Manufacturing and Robotics, edited by T. Borangiu, A. Thomas, and D. Trentesaux, pp. 293–311. Studies in Computational Intelligence 472. Springer Berlin Heidelberg (2013). https://doi.org/10.1007/978-3-642-35852-4_19

Lee, G.H. and H.W. Jeon: "A Dynamic Milling Power Model Considering Tool Wear and Material Hardness with Simulated Applications" in APMS 2025 Conference, Kamakura, Japan, 08/31-09/04 (2025).

Lee, G.H. and H.W. Jeon: "Predicting Manufacturing Power based on a Dynamic Power Model Considering Tool Wear" in IISE Annual Conference and Expo 2025, Atlanta, USA, 05/31-06/03 (2025).

Eom, S.H. and H.W. Jeon: "Determining a Base Position of 7-axis Robotic Arm to Minimize Energy Consumption using Data-driven Learning" in IISE Annual Conference and Expo 2025, Atlanta, USA, 05/31-06/03 (2025).

Eom, S.H. and H.W. Jeon: "Minimizing energy consumption by controlling a base positions of a 7-axis robotic arm" in KIIE Autumn Conference, Seoul, 10/25 (2024).

Jeon, H.W.: "Power Estimation Models of a 7-axis Robotic Arm with Simulated Manufacturing Applications" in POSTECH IME graduate seminar, Pohang, South Korea, 11/8 (2024).

Lee, G.H. and H.W. Jeon: "A Reinforcement Learning-based Automated Negotiation Model for Sellers in Supply Chain" in 2024 INFORMS Annual Meeting, Seattle, USA, 10/20-10/23 (2024).

Eom, S.H. and H.W. Jeon: "Minimizing Energy Consumption by Controlling the Base Positions of a Robotic Arm Based on a Statistical Approach" in 2024 INFORMS Annual Meeting, Seattle, USA, 10/20-10/23 (2024).

Lee, G.H., B. Song, J. Jung, and H.W. Jeon: "Development of Automated Negotiation Models for Suppliers Using Reinforcement Learning" in Proceedings of APMS 2024 Conference, Chemnitz, Germany, 09/08-09/12 (2024). 

Lee, G.H., B. Song, and H.W. Jeon: "Developing a Systematic Code Structure for a Manufacturing Energy Efficiency Improvement Recommendation Program" in IISE Annual Conference and Expo 2024, Montreal, Canada, 05/18-05/21 (2024).

Kim, J.Y., S.H. Eom, and H.W. Jeon: "Development of CNN Classification Models for Estimating the 3d Position of a Robotic Arm End Effector" in KIIE and KORMS Spring Conference, Yeosu, South Korea, 05/02-05/04 (2024).

Kim, M.G., S.H. Eom, and H.W. Jeon: "An Optimal Sequential Decision-Making Model Using Reinforcement Learning and Information Theory" in KIIE and KORMS Spring Conference, Yeosu, South Korea, 05/02-05/04 (2024).

Kim J.Y., S.Y. Jung, and H.W. Jeon: "A Machine Vision-Based 3D Coordinate Estimation Model for a Robot Arm End Effector" in KIIE Autumn Conference, Ulsan, South Korea, 11/03 (2023).

Lee, G.H. and H.W. Jeon: "A Stochastic Frontier Analysis (SFA)-based Method for Detecting Changes in Manufacturing Energy Efficiency by Sector and Time" of APMS 2023 Conference, Trondheim, Norway, 09/17-09/21 (2023).

Lee, G.H. and H.W. Jeon: "Energy Efficiency Analysis by Manufacturing Sector and Time Using Unbalanced Panel Data" in KIIE and KORMS Spring Conference, Jeju-do, South Korea, 05/31-06/03 (2023).

Jung, S.Y. and H.W. Jeon: "A Machine Learning-based Electric Power Prediction Model for a 7-Axis Robotic Arm" in KIIE and KORMS Spring Conference, Jeju-do, South Korea, 05/31-06/03 (2023).

Jung, S.Y. and H.W. Jeon: "A 7-DOF robotic arm energy prediction model for smart manufacturing" in IISE Annual Conference and Expo 2023, Louisiana, United States, 05/20-05/23 (2023).

Jung, S.Y., H.W. Lim, and H.W. Jeon: "Development of 7-axis Robot Arm Energy Usage Prediction Models for Smart Manufacturing" in KIIE Autumn Conference, Incheon, South Korea, 11/04-11/05 (2022).

Sung, J.W., K.H. Kwon, and H.W. Jeon: "An Energy Efficiency Benchmarking Method for Data Envelopment Analysis" in KIIE Autumn Conference, Incheon, South Korea, 11/04-11/05 (2022).

Jung, S.Y., J.W. Sung, and H.W. Jeon: "Applying AI-Based Image Recognition Technologies to Build a Low-Cost Smart Production System" in KIIE and KORMS Spring Conference, Jeju, South Korea, 06/01~06/04 (2022).

Jeon, H.W.: “A Strategic Approach to Environmental, Social, and Corporate Governance (ESG) for Manufacturing Sector” in Research Workshop for Education Program Development for Smart Manufacturing in Automobile Industry, Grand Intercontinental Hotel, Seoul, South Korea, 10/14 (2021).

Vyas, V. and H.W. Jeon: “Simulating a Manufacturing System including an Air Compressor for Reducing Energy Costs” in ACEEE 2021 Summer Study on Energy Efficiency in Industry, Virtual, 07/12-07/15 (2021).

Hassan, M. and H.W. Jeon: “Investigating Performance of Machine Learning Algorithm for Forecasting Time Series Electrical Demands based on a Simulation” in IISE Annual Conference and Expo 2021, Virtual, 05/19-05/22 (2021).

Jeon, H.W.: “Simulating Manufacturing Energy Consumption with A Nonparametric Correlation Approach” in IISE Annual Conference and Expo 2020, Virtual (11/01 to 11/03/2020).

Hassan, M., A. Ebrahimi, H.W. Jeon, and C. Wang: “Compressed air leakage detection and quantification through infrared thermography” in IISE Annual Conference and Expo 2020, Virtual (11/01 to 11/03/2020).

Vyas, V. and H.W. Jeon: “Estimating Energy Costs by Simulating Dependence between Turning Parameters” in IISE Annual Conference and Expo 2020, Virtual (11/01 to 11/03/2020).

Jeon, H.W.: “Manufacturing Energy Models – A Time Series Approach” in IISE Annual Conference and Expo 2019, Orlando, FL, USA (5/20/2019) [INVITED].

Ebrahimi, A. and H.W. Jeon: “A hybrid metaheuristic for minimizing total tardiness and electricity costs” in IISE Annual Conference and Expo 2019, Orlando, FL, USA (05/20/2019).

Jeon, H.W.: “Simulating Manufacturing Electricity Loads with Discrete Event and Numerical Approaches” in IISE Annual Conference and Expo 2018, Orlando, FL, USA (05/21/2018).

Ebrahimi, A. and H.W. Jeon: “Minimizing total tardiness and energy cost by considering layout and scheduling in a flexible job shop” in IISE Annual Conference and Expo 2018, Orlando, FL, USA (05/21/2018).

Jeon, H.W.: “Manufacturing Energy Models on Probabilistic Approaches” in IISE Annual Conference and Expo 2017, Pittsburgh, PA, USA, (05/23/2017).

Jeon, H.W.: “Measuring Power Demand Risks on Material Cutting Processes” at University of Houston, Department of Industrial Engineering, Houston, TX, USA (09/23/2016) [INVITED].

Jeon, H.W.: “Measuring Variability on Electrical Power Demands in Manufacturing Operations” in SSCET 2016 Conference, Jackson, MS, USA (08/24/2016) [INVITED].

Jeon, H.W. and S.G. Lee: “Manufacturing Energy Consumption Model for Product Mix and Design” in FAIM 2016 Conference, Seoul, Korea, (06/28/2016).

Jeon, H.W.: “Analytical Manufacturing Energy Model for Product Mix and Design” in IISE Annual Conference and Expo 2016, Anaheim, CA, USA, (05/23/2016).

Jeon, H.W.: “Manufacturing Energy Models based on Probabilistic Approaches” in Louisiana State University, Department of Mathematics, Baton Rouge, LA, USA (11/30/2015) [INVITED].

Jeon, H.W. and V. Prabhu: “Modelling and Analysis of Energy Footprint of Manufacturing Systems” in Biennial Workshop in Service Engineering (BeWiSE), Energy-Aware Operations in Manufacturing and Service Enterprises, Philadelphia, PA, USA (09/16-17/2014) (poster only).

Jeon, H.W.: “Modeling and Estimating Manufacturing Energy” in Politecnico di Milano, Milan, Italy (07/03/2014).

Jeon, H.W. and V. Prabhu: “Modeling Energy Performance of Manufacturing Systems using GI/M/1 Queues” in APMS 2013 International Conference, State College, PA, USA (09/10/2013).

Jeon, H.W.: and V. Prabhu: “Energy Model of Manufacturing System based on Queueing Network” in Ph.D. Workshop of APMS 2013 International Conference, State College, PA, USA (09/10/2013).