시스템 모델링 및 최적화 연구실
연세대학교 산업공학과

SYSTEMS MODELING AND PROGRAMMING LAB
DEPARTMENT OF INDUSTRIAL ENGINEERING, YONSEI UNIVERSITY - SYMPLY

PUBLICATION *:Students under Advisory, **:Corresponding Author

| ARTICLES PUBLISHED in INTERNATIONAL JOURNALS 

• Yang, Y.**, Altarawneh, L., Mohammad Sa’ eed, Jin, Y., and Kwon, S. | A Threshold- and Priority-Based Dispatching Rule for the Simulation-Based Dynamic Scheduling Optimization in Automated Manufacturing Systems. To appear in Simulation. (https://doi.org/10.1177/00375497251328047)

• Lee, C.* and Kwon, S.** (2025) | Fair and Benefit-guaranteed Sharing Strategy for Battery Energy Storage Systems in a Residential Community. Applied Energy, 383, 125350. (https://doi.org/10.1016/j.apenergy.2025.125350)

• Kim, M.* and Kwon, S.** (2024) | Application of Supervised and Unsupervised Learning for Enhancing Energy Efficiency and Thermal Comfort in Air Conditioning Scheduling under Uncertain and Dynamic Environments. Energy and Buildings, 325, 115028. (https://doi.org/10.1016/j.enbuild.2024.115028) 

• Lee, J.* and Kwon, S.** (2024) | Supervised Optimization Framework for Charging and Discharging Controls of Battery Energy Storage, IEEE Transactions on Smart Grid, 15(6), 5610 - 5621. (https://doi.org/10.1109/TSG.2024.3416369)

• Walker, A*. and Kwon, S.** (2024) | Risk-Averse Two-Stage Stochastic Program for Inventory Rebalancing of Bike-Sharing Systems. International Transactions on Operational Research, 31(2), 749-779. (https://doi.org/10.1111/itor.13388) 

• Altarawneh,* L. and Kwon, S.** (2023) | Modified Sweeping Algorithm for Solving Capacitated Vehicle Routing Problem with Radial Clustered Patterns. International Journal of Industrial Engineering: Theory, Applications and Practice,  30(3), 837-851. (https://doi.org/10.23055/ijietap.2023.30.3.8595)

• Cao, N.*, Marcus, A., Altarawneh, L.*, and Kwon, S.** (2023) | Priority-Based Replenishment Policy for Robotic Dispensing in Central Fill Pharmacy Systems: A Simulation-Based Study. Health Care Management Science,  26(2), 344-362. (https://doi.org/10.1007/s10729-023-09630-x)

• Abedi, S.* and Kwon, S.** (2023) | Rolling-horizon optimization integrated with recurrent neural network-driven forecasting for residential battery energy storage operations. International Journal of Electrical Power and Energy Systems, 145, 108589. (https://doi.org/10.1016/j.ijepes.2022.108589)

• Kwon, S.** (2022) | QoS-Aware Data Center Operations Based on Chance- and Risk-Constrained Optimization. IEEE Transactions on Cloud Computing, 10(4), 2887 - 2896. (https://doi.org/10.1109/TCC.2020.3031612)

• Karimi, S.* and Kwon, S.** (2022) | Optimization-Driven Uncertainty Forecasting: Application to Day-Ahead Renewable Energy Commitment. Applied Energy, 325, 119929. (https://doi.org/10.1016/j.apenergy.2022.119929)

• Walker, A.*, Abedi, S.*, and Kwon, S.** (2022) | Design of Threshold-Based Energy Storage Control Policy Based on Rule-Constrained Two-Stage Stochastic Program. International Journal of Electrical Power and Energy Systems, 137, 107798. (https://doi.org/10.1016/j.ijepes.2021.107798)

• Abedi, S.*, Yoon S. W., and Kwon, S.** (2022) | Battery Energy Storage Control Policy Based on Reinforcement Learning Approach with Cyclic Time-Dependent Markov Process. International Journal of Electrical Power and Energy Systems, 134, 107368. (https://doi.org/10.1016/j.ijepes.2021.107368)

• Karimi, S.* and Kwon, S.** (2021) | Comparative Analysis on Impact of Energy-Aware Scheduling, Renewable Energy Generation, and Battery Energy Storage on Energy Cost-Efficient Manufacturing. International Journal of Energy Research, 45(23), 18981-18998. (https://doi.org/10.1002/er.6999)

• Walker, A.* and Kwon, S.** (2021) | Design of Structured Control Policy for Shared Energy Storage in Residential Community: A Stochastic Optimization Approach. Applied Energy, 298, 117182. (https://doi.org/10.1016/j.apenergy.2021.117182)

• Alwesabi, Y., Liu, Z., Kwon, S., and Wang, Y.* (2021) | A Novel Integration of Scheduling and Dynamic Wireless Charging Planning Models of Battery Electric Buses. Energy, 230, 120806. (https://doi.org/10.1016/j.energy.2021.120806)

• Mansy, H.* and Kwon, S.** (2021) | Optimal HVAC Control for Demand Response Based on Chance-Constrained Two-Stage Stochastic Program. IEEE Transactions on Smart Grid, 12(3), 2188-2200. (https://doi.org/10.1109/TSG.2020.3037668)

• O’Connor, R.*, Yoon S. W., and Kwon, S.** (2021) | Analysis and Optimization of the Replenishment Process for Robotic Dispensing Systems in a Central Fill Pharmacy. Computers and Industrial Engineering, 154, 107116. (https://doi.org/10.1016/j.cie.2021.107116)

• Walker, A.* and Kwon, S.** (2021) | Analysis on Impact of Shared Energy Storage In Residential Community: Individual versus Shared. Applied Energy, 282, 116172. (https://doi.org/10.1016/j.apenergy.2020.116172)

• Karimi, S.*,  Kwon, S.**, and Ning, F. (2021) | Energy-Aware Production Scheduling for Additive Manufacturing. Journal of Cleaner Production, 278, 123183. (https://doi.org/10.1016/j.jclepro.2020.123183)

• Kwon, S.** (2021) | Ensuring Renewable Energy Utilization with QoS Guarantee for Energy-Efficient and Sustainable Data Center Operations.  Applied Energy, 276, 115424. (https://doi.org/10.1016/j.apenergy.2020.115424)

• Kwon, S.**, Ntaimo, L., and Gautam, N. (2019) | Demand Response in Data Centers: Integration of Server Provisioning and Power Procurement.  IEEE Transactions on Smart Grid,  10(5), 4928-4938. (https://doi.org/10.1109/TSG.2018.2871125)

• Kwon, S., Ntaimo, L., and Gautam, N.** (2017) | Optimal Day-Ahead Power Procurement with Renewable Energy and Demand Response. IEEE Transactions on Power Systems, 32(5), 3924-3933. (https://doi.org/10.1109/TPWRS.2016.2643624)

• Kwon, S., Xu, Y. and Gautam, N.** (2017) |Meeting Inelastic Demand in Systems with Storage and Renewable Sources. IEEE Transactions on Smart Grid, 8(4), 1619-1629. (https://doi.org/10.1109/TSG.2015.2494874)

• Kwon, S. and Gautam, N.** (2016) | Guaranteeing Performance based on Time-stability for Energy-Efficient Data Centers. IISE Transactions, 48(9), 812-825. (https://doi.org/10.1109/TNET.2015.2406280)

• Kwon, S. and Gautam, N.** (2016) | Time-Stable Performance in Parallel Queues with Non-Homogeneous and Multi-class Workloads. IEEE/ACM Transactions on Networking, 24(3), 1322-1335. (https://doi.org/10.1080/0740817X.2015.1126003)

• Lee, Y.H.**, and Kwon, S. (2010) | The hybrid planning algorithm for the distribution center operation using tabu search and decomposed optimization. Expert Systems with Applications, 37(4), 3094-3103. (https://doi.org/10.1016/j.eswa.2009.09.020)

| ARTICLES under REVIEW/REVISION 

• Kim, M.* and Kwon, S.** | Real-Time HVAC Control for Utilizing Demand Response and Renewable Energy using Optimization-Informed Supervised Learning. Under review at Energy and Buildings.

| ARTICLES in PREPARATION 

• Kang, T.* and Kwon, S.** | Heuristic Dispatching Rule for Flexible Flow Shop Scheduling under Limited Waiting Time Constraint. Working Paper.

• Kim, M.* and Kwon, S.** | Neural Approximate Optimization for Real-Time Dispatching of Renewable Energy Sources with Battery Energy Storage. Working Paper.

• Sung, J.* and Kwon, S.** | Optimization-Based Analysis of the Value of Peak Demand Limit for Energy-Aware Production Scheduling. Working Paper.

• Jo, I.* and Kwon, S.** | Consumer Responsive Driven Sustainable Supply Chain Management: A Mathematical Optimization Model and Analysis. Working Paper.

• Min, H.* and Kwon, S.** | Neural Dispatching Rule for Production Scheduling Based on Optimization-Informed Learning by Pointer Networks, Working Paper.

• Kim, D.* and Kwon, S.** | Mathematical Optimization Model for Electric Vehicle Battery Closed-Loop Supply Chain Management under Extended Producer Responsibility Policy. Working Paper.

| ARTICLES PUBLISHED in KOREAN JOURNALS

• Kwon, S., Choi, M., Kim, M., and Lee, T.E.** (2011) | A Study on the Interoperation of L-V-C Simulation: Test-Bed for the Interoperation of Virtual-Constructive Simulation. Journal of The Korea Society for Simulation, 19(4), 219-233.

• Lee, Y.H.**, Kwon, S., Lee, H., Lee, H., and Kim, C.M. (2007) | A Study on the Framework and its implementation of Toyota Production System. IE Interfaces, 20(3), 235-244.

• Lee, Y.H.**, Kwon, S., Lee, H., Lee, H., and Kim, C.M. (2007) | A Case Study on application of Toyota Production System in Korea Global Enterprise. IE Interfaces, 20(3), 245-256.

| PAPERS in REFEREED PROCEEDINGS 

• El Frieh, T.*, Yoon, S. W., and Kwon, S.** (2022) | Fair-Sharing of Battery Energy Storage in Residential Community. 2022 Institute of Industrial and Systems Engineers (IISE) Annual Conference, Seattle, WA.

• Cao, N.*, Marcus, A., Yoon, S. W., and Kwon, S.** (2022) | Replenishment Process Simulation and Analysis for Robotic Phamacy Dispensing Systems. 2022 Institute of Industrial and Systems Engineers (IISE) Annual Conference, Seattle, WA.

• Cao, N.*, Yoon, S. W., and Kwon, S.** (2021) | Study of Replenishment Process of Pharmacy Robotic Dispensing Systems Based on Modeling and Simulation Approach. 26th International Conference on Production Research, Virtual Conference.

• Lingam, A., Wang, Y., Kwon, S., Yoon, S. W.* (2021) | Opportunities Related to Multidose Management and Adherence Monitoring Technologies in Pharmacies. 2021 Institute of Industrial and Systems Engineers (IISE) Annual Conference, Virtual Conference.

• Campbell, C., Coleman, J., John S., Szuchy, A., Tozser, M., and Kwon, S.* (2021) | Design of Campus COVID-19 Testing Using Modeling and Simulation. 2021 General Donald R. Keith Memorial Capstone Conference, Virtual Conference. 

  • This paper won Modeling and Simulation Track Best Presentation Award.

• Lazo, J., Imbornoni, P., Lee, I.G., Agarwal, A., Kwon, S., and Yoon, S.W.* (2021) | Analysis of COVID-19 college testing facility during move-in days using discrete event simulation model. 2021 Institute of Industrial and Systems Engineers (IISE) Annual Conference, Virtual Conference. 

  • This paper won the 2021 IISE Annual Conference Modeling and Simulation (M&S) Division Best Track Student Paper Award.

• Imbornoni, P., Lazo, J., Agarwal, A., Lee, I.G., Kwon, S., and Yoon, S.W.* (2021) | Evaluation of simulation modeling of university dining hall COVID-19 reopening plans. 2021 Institute of Industrial and Systems Engineers (IISE) Annual Conference, Virtual Conference.

• Walker, A.* and Kwon, S.** (2020) | Two-Stage Stochastic Program for Inventory Rebalancing of Bike-Sharing Systems. 2020 Institute of Industrial and Systems Engineers (IISE) Annual Conference, Virtual Conference. 

  • This paper won the 2020 IISE Conference Logistics and Supply Chain (LSC) Division Best Track Paper Award.

• Sajad, K.* and Kwon, S.** (2020) | An Energy-Aware Scheduling Model Under Demand Charge and Time-Based Rate. 2020 Society for Industrial and Systems Engineering (SISE) Conference, Virtual Conference.

• Walker, A.* and Kwon, S.**  (2019) | Threshold Control Policy for Battery Energy Storage Operations. 2019 Institute of Industrial and Systems Engineers (IISE) Annual Conference, Orlando, FL. 

  • This paper won the 2019 IISE Conference Energy System (ES) Division Best Track Paper Award.

• Mansy, H.* and Kwon, S.**  (2019) | Demand Response in Building Energy Management via HVAC Control. 2019 Institute of Industrial and Systems Engineers (IISE) Annual Conference, Orlando, FL.

• Al-Wesabi, Y.M.S., Somarathna, K.U.S.,Wang, Y.*, and Kwon, S.  (2019) | Multiple Nonlinear Regression Modeling of Appliances Energy Use in a Low-Energy House. 2019 Institute of Industrial and Systems Engineers (IISE) Annual Conference.