SYMPLYSYSTEMS MODELING AND PROGRAMMING LAB @ YONSEI UNIVERSITY
시스템 모델링 및 최적화 연구실
연세대학교 산업공학과 

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

Articles Published in International Journals 

1. 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) 

2. 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)

3. 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)

4. 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 Electric Power and Energy Systems, 145, 108589. (https://doi.org/10.1016/j.ijepes.2022.108589)

5. 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)

6. 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)

7. 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 Electric Power and Energy Systems, 137, 107798. (https://doi.org/10.1016/j.ijepes.2021.107798)

8.  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)

9. 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)

10. 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)

11. 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)

12. 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)

13. 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)

14. 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)

15. 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)

16. 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)

17. 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)

18. 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)

19. 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)

20. 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)

21. 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)

22. 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 

• Lee, J.* and Kwon, S.** Supervised Optimization Framework for Charging and Discharging Controls of Battery Energy Storage, Under third-round review at IEEE Transactions on Smart Grid.

• Kim, M.* and Kwon, S** Optimization-Informed Supervised and Unsupervised Learning For Energy-Cost and Thermal Comfort-Aware Air Conditioning. Under first-round review at Energy and Buildings. 

Articles in Preparation 

• Sung, J.*, Kim, Y., and Kwon, S.** Relaxation-Based Benders Decomposition for Unrelated Parallel Machine Scheduling under Time-of-Use Electricity Prices and Demand Charge Pricing. Working paper to be submitted to International Journal of Production Research.

• Lee, C.* and Kwon, S.** Fair and User-Satisfied Sharing Policy for Battery Energy Storage Based on Two-Stage Stochastic Programming with Chance Constraints. Working paper to be submitted to Energy.

Articles Published in Korean Journals

1. Kwon, S., Choi, M., Kim, M., and Lee, T.E.** (2011). AStudy 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.

2. 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.

3. 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.