Hyun Woo Jeon
Assistant Professor of Industrial Engineering
3290B Patrick F. Taylor Hall
Department of Mechanical & Industrial Engineering
Louisiana State University
Baton Rouge, LA 70803
- Ph.D., Industrial Engineering, Pennsylvania State University, University Park, 2015
- M.S., Industrial Engineering, Pennsylvania State University, University Park, 2013
- B.Eng., Industrial Engineering, Korea University, Seoul, 2001
To model, analyze, and improve manufacturing or service systems with operations research methods.
- Applied Probability Theory
- Queueing network
- Discrete event simulation
- Design of experiments
- Application areas
- Manufacturing systems
- Energy consumption and power demand
- Service systems
- Production scheduling
- My current interest is to analyze, model, and forecast power demand on manufacturing/service systems with probabilistic approaches.
- Relevant projects include a study to optimize production schedule at a system level with energy and production constraints and the LSU-IAC and TMHNA projects. Please see the below information for more details.
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” Accepted to Computers & Industrial Engineering (04/2020). https://doi.org/10.1016/j.cie.2020.106476
Chung, S.H., R. Weaver, and H.W. Jeon: “Sustainable Management of Remanufacturing in Dynamic Supply Chains” Accepted to Networks and Spatial Economics (01/2020). https://doi.org/10.1007/s11067-020-09493-7
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. https://doi.org/10.1016/j.cie.2020.106295
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. https://doi.org/10.1016/j.jclepro.2019.118827
Hassan, M., A. Ebrahimi, H.W. Jeon, and C. Wang: “Compressed air leakage detection and quantification through infrared thermography” Accepted to Proceedings of IISE Annual Conference and Expo 2020 (03/2020).
Vyas, V. and H.W. Jeon: “Estimating Energy Costs by Simulating Dependence between Turning Parameters” Accepted to Proceedings of IISE Annual Conference and Expo 2020 (03/2020).
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, 129–140. https://doi.org/10.1016/j.rcim.2018.07.009
Bangaru, S.S., C. Wang, M. Hassan, H.W. Jeon, and T. Ayiluri: “Estimation of Degree of Hydration in Concrete through Automated Machine Learning based Microstructure Analysis” Advanced Engineering Informatics (2019), 42, 100975. https://doi.org/10.1016/j.aei.2019.100975
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, May 18-21 (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, May 19-22 (2018).
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
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., 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. and S.G. Lee: “Manufacturing Energy Consumption Model for Product Mix and Design” in Proceedings of 26th International Conference on FAIM, Seoul, South Korea, Jun. 27-30 (2016).
Jeon, H.W., M. Taisch, and V. Prabhu: “Modelling and Analysis of Energy Footprint of Manufacturing Systems” International Journal of Production Research (2015), 53, 7049–7059. http://dx.doi.org/10.1080/00207543.2014.961208
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
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, Aug. 20-24 (2012). http://doi.org/10.1109/CoASE.2012.6386361
Project Title: Louisiana State University - Industrial Assessment Center (LSU-IAC)
- Source of Support: Department of Energy
- Total Award Period Covered: 09/01/16 – 08/31/21
- Website: https://iac.university/
Project Title: A Unified Dynamic Control Framework for Energy Aware Electric Vehicle Operations
- Source of Support: Toyota Material Handling North America (TMHNA)
- Total Award Period Covered: 01/01/18 – 12/31/18
- Collaborative research with Dr. Seokgi Lee at University of Miami
Graduate Student Funding/Hiring Opportunities
- I am looking for highly self-motivated graduate students to join my research group.
- Students with strong mathematical background in IE, ME, or EE will be preferred.
- Research experience with manufacturing processes or power system models will also be a plus.
- Any questions? Feel free to contact me.