Portal
Dr. Seokgi Lee
Assistant Professor
Rayen School of Engineering
Moser Hall 2465
phone: (330) 941-7116
Bio
Dr. Seokgi Lee received his Ph.D. in Industrial and Manufacturing Engineering from the Pennsylvania State University, University Part, PA, USA. He also received the B.S. and M.S. degrees in Industrial Engineering from Hanyang University, Seoul, South Korea. Dr. Lee is a former Assistant Professor in Industrial Engineering at the University of Miami, USA. Currently He is an Assistant Professor in Industrial and Systems Engineering at the Youngstown State University.
Research Interests
Dr. Seokgi Lee's research interests include distributed control systems using feedback control theory, predictive analytics and artificial neural network for service engineering processes such as supply chain management, transportation, and healthcare systems.
Teaching Interests
Dr. Seokgi Lee's teaching interests include operations research, production and inventory control, design of manufacturing systems, engineering statistics, and simulation systems.
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2013
Ph D, Industrial and Manufacturing Engineering
Pennsylvania State University
Dissertation/Thesis Title — "Supply Chain Servo Control: Models and Algorithms"
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2001
MS, Industrial Engineering
Hanyang University
Dissertation/Thesis Title — "The Weight Initialization of Self-Organizing Neural Networks Using Convex Hull for the Euclidean Traveling Salesman Problem"
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1999
BS, Industrial Engineering
Hanyang University
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2023
Youngstown State University
Research Professorship
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2022
Youngstown State University
Research Professorship
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2021
University of Miami
Provost research award
Provost Research Award for the research project titled “Detecting hidden characteristics of patients administered or prescribed opioids in emergency departments"
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2018
Society of Manufacturing Engineers (SME)
SME Journal Award - Outstanding reviewer award
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2018
Yonsei University, South Korea
Scholarship for international collaborative research
Scholarship for conducting research on multi-product dynamic flexible production scheduling algorithm with deep reinforcement learning.
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2017
Yonsei University, South Korea
Yonsei Institute of Sports Science and Exercise Medicine
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2014
Pennsylvania State University
Post-Doctoral Fellowship
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2013
Johns Hopkins University
Post-Doctoral Fellowship
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2017 -
Yonsei University, South Korea
Visiting Fellow
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2017 -
Johns Hopkins University
Associate
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2014 - 2021
University of Miami
Assistant Professor
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2014 - 2014
Pennsylvania State University
Post-doctoral researcher
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2013 - 2013
Johns Hopkins University
Post-doctoral Researcher
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2011 - 2013
Pennsylvania State University
Instructor
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2008 - 2010
Pennsylvania State University
Research Assistant
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2006 - 2007
Gyeonggi Research Institute, South Korea
Research Assistant
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2004 - 2005
LG CNS Co., Ltd., South Korea
Project Manager, System Consultant
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2001 - 2003
ERHouse Co., Ltd., South Korea
Computer Programmer, System Consultant
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2024 - present
Director
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2024 - present
Director
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2024
"Crowdsourcing integration on the last mile delivery platform considering floating population data"
J. Kim, S. Kweon, S. Hwang, S. Lee
Expert Systems with Applications, Elsevier, volume 248
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2024
"Impact of Bone Density and Integrated Screw Configuration on Standalone Anterior Lumbar Interbody Construct Strength"
D. Ross, J. Manuel, A. Zhang, M. Mody, S. Lee, M. Root, T. Carroll, C. Mbagwu, G. Solitro
North American Spine Society Journal (NASSJ), ELSEVIER
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2024
"Effects of A2 pulley venting on bowstringing and tendon slack: a biomechanical investigation"
S. Tyler, S. Vanhoof-Villalba, S. Lee, T. Saxena, W. Adcock, K. Bilderback, R. Barton, G. Solitro
HAND, SAGE Publications
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2023
"The production scheduling problem employing non-identical parallel machines with due dates considering carbon emissions and multiple types of energy sources"
Y. Bok, N. Lee, S. Jo, S. Lee, S. Kweon, H. Na
Expert Systems with Applications, Elsevier, volume 238
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2023
"Insulin Dynamics across the Glucose Tolerance Spectrum in Youth with Obesity"
W. Cho, F. Bacha, H. Tfayli, S. Lee, S. Michaliszyn, J. Kim, S. Arslanian
DIABETES, volume 72 -
2022
"Racial disparities in opioid administration and prescribing in the emergency department for pain"
H. Kang, P. Zhang, S. Lee, S. Shen, E. Dunham
AMERICAN JOURNAL OF EMERGENCY MEDICINE, volume 55, p. 167-173
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2022
"Hepatic Insulin Resistance Index (HIR-I) in Youth-Does Race/Ethnicity Matter?"
W. Cho, F. Bacha, H. Tfayli, S. Lee, S. Michaliszyn, J. Kim, S. Arslanian
DIABETES, volume 71 -
2022
"Demurrage pattern analysis using logical analysis of data: A case study of the Ulsan Port Authority"
S. Kweon, S. Hwang, S. Lee, M. Jo
EXPERT SYSTEMS WITH APPLICATIONS, volume 206
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2022
"An electric forklift routing problem with battery charging and energy penalty constraints"
S. Lee, H. Jeon, M. Issabakhsh, A. Ebrahimi
JOURNAL OF INTELLIGENT MANUFACTURING, volume 33, issue 6, p. 1761-1777
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2022
"A Hierarchical Deep Reinforcement Learning Approach for Outpatient Primary Care Scheduling"
M. Issabakhsh, S. Lee
IEEE/Winter Simulation Conference -
2021
"Scheduling patient appointment in an infusion center: a mixed integer robust optimization approach"
M. Issabakhsh, S. Lee, H. Kang
HEALTH CARE MANAGEMENT SCIENCE, volume 24, issue 1, p. 117-139
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2021
"An integrated inventory and distribution problem for alternative fuel: a matheuristic approach"
S. Hwang, S. Lee, S. Kweon
EUROPEAN JOURNAL OF INDUSTRIAL ENGINEERING, volume 15, issue 5, p. 711-744
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2020
"Relationships Among Bone Morphological Parameters and Mechanical Properties of Cadaveric Human Vertebral Cancellous Bone"
A. Al-Barghouthi, S. Lee, G. Solitro, L. Latta, F. Travascio
JBMR PLUS, volume 4, issue 5
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2020
"Multi-agent system and reinforcement learning approach for distributed intelligence in a flexible smart manufacturing system"
Y. Kim, S. Lee, J. Son, H. Bae, B. Chung
JOURNAL OF MANUFACTURING SYSTEMS, volume 57, p. 440-450
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2020
"Minimizing total energy cost and tardiness penalty for a scheduling-layout problem in a flexible job shop system: A comparison of four metaheuristic algorithms"
A. Ebrahimi, H. Jeon, S. Lee, C. Wang
COMPUTERS & INDUSTRIAL ENGINEERING, volume 141
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2020
"Idle time and capacity control for a single machine scheduling problem with dynamic electricity pricing"
S. Lee, M. Issabakhsh, H. Jeon, S. Hwang, . Do Chung, Byung
OPERATIONS MANAGEMENT RESEARCH, volume 13, issue 3-4, p. 197-217
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2019
"Learning-based logistics planning and scheduling for crowdsourced parcel delivery"
Y. Kang, S. Lee, B. Chung
COMPUTERS & INDUSTRIAL ENGINEERING, volume 132, p. 271-279
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2019
"Estimating manufacturing electricity costs by simulating dependence between production parameters"
H. Jeon, S. Lee, C. Wang
ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, volume 55, p. 129-140
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2017
"Power demand risk models on milling machines"
H. Jeon, S. Lee, A. Kargarian, Y. Kang
JOURNAL OF CLEANER PRODUCTION, volume 165, p. 1215-1228
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2017
"A dynamic control approach for energy-efficient production scheduling on a single machine under time-varying electricity pricing"
S. Lee, . Do Chung, Byung, H. Jeon, J. Chang
JOURNAL OF CLEANER PRODUCTION, volume 165, p. 552-563
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2016
"Smart logistics: distributed control of green crowdsourced parcel services"
S. Lee, Y. Kang, V. Prabhu
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, volume 54, issue 23, p. 6956-6968
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2016
"Predictive analytics for delivering prevention services"
S. Lee, Y. Kang, N. Ialongo, V. Prabhu
EXPERT SYSTEMS WITH APPLICATIONS, volume 55, p. 469-479
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2016
"Just-in-time delivery for green fleets: A feedback control approach"
S. Lee, V. Prabhu
TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT, volume 46, p. 229-245
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2015
"Energy-aware feedback control for production scheduling and capacity control"
S. Lee, V. Prabhu
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, volume 53, issue 23, p. 7158-7170
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2015
"A Dynamic Algorithm for Distributed Feedback Control for Manufacturing Production, Capacity, and Maintenance"
S. Lee, V. Prabhu
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, volume 12, issue 2, p. 628-641
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2014
"Energy-Aware Models for Warehousing Operations"
V. Anand, S. Lee, V. Prabhu
ADVANCES IN PRODUCTION MANAGEMENT SYSTEMS: INNOVATIVE AND KNOWLEDGE-BASED PRODUCTION MANAGEMENT IN A GLOBAL-LOCAL WORLD, APMS 2014, PT II, volume 439, p. 390-397 -
2014
"Distributed Feedback Control for Production, Inventory, and CO2 Emissions in an Assemble-To-Order System"
S. Lee, V. Prabhu
SERVICE ORIENTATION IN HOLONIC AND MULTI-AGENT MANUFACTURING AND ROBOTICS, volume 544, p. 15-29 -
2013
"CONTINUOUS VARIABLE CONTROL APPROACH FOR HOME CARE CREW SCHEDULING"
S. Lee, Y. Kang, V. Prabhu
2013 WINTER SIMULATION CONFERENCE (WSC), p. 2262-2273 -
2011
"Real-time Feedback Control for Production, Maintenance, and Capacity"
S. Lee, V. Prabhu
PROCEEDINGS OF INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND SYSTEMS MANAGEMENT (IESM'2011): INNOVATIVE APPROACHES AND TECHNOLOGIES FOR NETWORKED MANUFACTURING ENTERPRISES MANAGEMENT, p. 1464-1473 -
2010
"SIMULATION-BASED CONTROL FOR GREEN TRANSPORTATION WITH HIGH DELIVERY SERVICE"
S. Lee, V. Prabhu
PROCEEDINGS OF THE 2010 WINTER SIMULATION CONFERENCE, p. 2046-2056
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2017 - present
Editorial Review Board Member
Society of Manufacturing Engineers (SME) -
2008 - present
Reviewer, Journal Article
Taylor and Francis -
2008 - present
Reviewer, Journal Article
Springer -
2008 - present
Reviewer, Journal Article
Elsevier
