시스템 모델링 및 최적화 연구실
연세대학교 산업공학과
SYSTEMS MODELING AND PROGRAMMING LAB
DEPARTMENT OF INDUSTRIAL ENGINEERING, YONSEI UNIVERSITY - SYMPLY
NEWS
| 2025
2025/03 | 연구과제 "강화학습 알고리즘을 활용한 모델 파라메터 최적화 및 활용"(연구책임자: 권순걸, 연구기간: 2025.03.24-2026.03.23)를 현대엔지비로 부터 수주하였습니다.
2025/03 | 권순걸 교수가 2024학년도 연세대학교 우수강의교수로 선정되었습니다.
2025/03 | 김수연 연구원이 지능형데이터및최적화 학과 석사과정에 이정민 연구원이 산업공학과 석사과정에 입학하였습니다.
2025/02 | 권순걸 교수가 2024학년도 연세대학교 우수업적교수상-교육부문(우수상)을 수상하였습니다.
2025/02 | 권순걸 교수가 공동연구한 "A Threshold- and Priority-Based Dispatching Rule for the Simulation-Based Dynamic Scheduling Optimization in Automated Manufacturing Systems" 논문이 Simulation 저널에 게재가 승인되었습니다.
2025/02 | 권순걸 교수가 참여한 연세대학교 산업공학과 "산업인텔리전스 기반 스마트 제조네트워크 교육연구단"이 4단계 BK21사업 - 혁신인재사업에 최종선정 되었습니다.
2025/02 | 권순걸 교수가 2024-2학기 연세대학교 공학대학원 우수강의교수로 선정되었습니다.
2025/02 | 대학원 학생 연구실을 제4공학관 D906호로 이전하였습니다.
2025/01 | 이채영 연구원과 권순걸 교수의 "Fair and Benefit-guaranteed Sharing Strategy for Battery Energy Storage Systems in a Residential Community" 논문이 Applied Energy 저널에 게재가 승인되었습니다.
2025/01 | 김수연 연구원과 이정민 연구원이 연구실에 합류하였습니다.
| 2024
2024/11 | 김민서 연구원과 권순걸 교수의 "Application of Supervised and Unsupervised Learning for Enhancing Energy Efficiency and Thermal Comfort in Air Conditioning Scheduling under Uncertain and Dynamic Environments" 논문이 Energy and Buildings 저널에 게재가 승인되었습니다.
2024/10 | 이채영, 김민서 연구원과 권순걸 교수가 2024 INFORMS Annual Meeting 에 참석하여 연구성과를 발표하였습니다.
2024/09 | 장서현(언더우드국제대학 경제학 전공, 산업공학 복수전공) 학생이 학부 인턴으로 연구실에 합류하였습니다.
2024/06 | 김두환, 조익현 연구원과 권순걸 교수가 한국SCM학회 2024 춘계학술대회에 참석하여 연구성과를 발표하였습니다.
2024/05 | 이재환 학부인턴 연구원과 권순걸 교수의 "Supervised Optimization Framework for Charging and Discharging Controls of Battery Energy Storage" 논문이 IEEE Transactions on Smart Grid 저널에 게재가 승인되었습니다.
2024/04 | 권순걸 교수가 2023학년도 연세대학교 우수강의교수로 선정되었습니다.
2024/03 | 연구실 학부 인턴 김민서학생이 석박통합과정으로 이채영, 성준모, 민혜원, 조익현 학생이 석사과정으로 산업공학과 대학원에 입학하였습니다.
| 2023
2023/09 | The paper entitled "Risk-Averse Two-Stage Stochastic Programming for the Inventory Rebalancing of Bike-Sharing Systems" authored by Awnalisa Walker and Soongeol Kwon has been accepted for publication in International Transactions in Operational Research.
2023/09 | 조익현(산업공학 전공) 학생이 학부 인턴으로 연구실에 합류하였습니다.
2023/08 | 권순걸 교수가 2023-1학기 연세대학교 공학대학원 우수강의교수로 선정되었습니다.
2023/07 | 민혜원(대기과학 전공, 산업공학과 복수전공) 학생이 학부 인턴으로 연구실에 합류하였습니다.
2023/04 | 권순걸 교수가 2022학년도 연세대학교 우수강의교수로 선정되었습니다.
2023/03 | 연구과제 "순차적인 확률적 의사결정 문제 해결을 위한 기계학습과 수리계획법의 융합에 기반한 지도 최적화 방법론 개발" (연구책임자: 권순걸, 연구기간: 2023.03-2026.02)가 우수신진연구사업/한국연구재단에 선정되었습니다.
2023/03 | The paper entitled "Modified Sweeping Algorithm for Solving Capacitated Vehicle Routing Problem with Radial Clustered Patterns" authored by Lubna Altarawneh and Soongeol Kwon has been accepted for publication in International Journal of Industrial Engineering: Theory, Applications and Practice.
2023/03 | 성준모(식품영양학 전공, 산업공학 복수전공) 학생이 학부 인턴으로 연구실에 합류하였습니다.
2024/03 | 대학원 학생 연구실이 제1공학관 A418호에 오픈되었습니다.
2023/02 | 김두환 학생이 석박통합과정으로 산업공학과 대학원에 입학하여 연구실에 합류하였습니다.
2023/01 | The paper entitled "Priority-Based Replenishment Policy for Robotic Dispensing in Central Fill Pharmacy Systems: A Simulation-Based Study" authored by Nieqing Cao and Soongeol Kwon has been accepted for publication in Health Care Management Science.
2023/01 | 이진아(산업공학 전공) 학생이 학부 인턴으로 연구실에 합류하였습니다.
2023/01 | 김민서(노어노문학 전공, 산업공학 복수전공) 학생이 학부 인턴으로 연구실에 합류하였습니다.
| 2022
2022/08 | The paper entitled "Optimization-Driven Uncertainty Forecasting: Application to Day-Ahead Commitment with Renewable Energy Resources" authored by Sajad Karimi and Soongeol Kwon has been accepted for publication in Applied Energy.
2022/08 | The paper entitled "Rolling-Horizon Optimization Integrated with Recurrent Neural Network-Driven Forecasting for Residential Battery Energy Storage Operations" authored by Sara Abedi and Soongeol Kwon has been accepted for publication in International Journal of Electrical Power and Energy Systems.
2022/08 | 이재환(산업공학 부전공) 학생이 학부 인턴으로 연구실에 합류하였습니다.
2022/08 | 이채영(산업공학 복수전공) 학생이 학부 인턴으로 연구실에 합류하였습니다.
2022/03 | 권순걸 교수가 연세대학교 산업공학과에 조교수로 부임하였습니다.
Smart ENERGY - SENERGY Lab at Binghamton University (2018-2021)
| 2021
The paper entitled "Design of Threshold-Based Energy Storage Control Policy Based on Rule-Constrained Two-Stage Stochastic Program" authored by Awnalisa Walker, Sara Abedi, and Soongeol Kwon has been accepted for publication in International Journal of Electrical Power and Energy Systems.
The paper entitled "Study of Replenishment Process of Pharmacy Robotic Dispensing Systems Based on Modeling and Simulation Approach" authored by Nieqing Cao, Sang Won Yoon, and Soongeol Kwon has been accepted for publication in 26th International Conference on Production Research, Virtual Conference.
The paper entitled "Battery Energy Storage Control Using a Reinforcement Learning Approach With Cyclic Time-Dependent Markov Process" authored by Sara Abedi, Sang Won Yoon, and Soongeol Kwon has been accepted for publication in International Journal of Electrical Power and Energy Systems.
The paper entitled "Comparative Analysis of the Impact of Energy-Aware Scheduling, Renewable Energy Generation, and Battery Energy Storage on Production Scheduling: A Mathematical Optimization Approach" authored by Sajad Karimi and Soongeol Kwon has been accepted for publication in International Journal of Energy Research.
The research proposal entitled "Mail-Order Pharmacy Analysis and Design: Simulation, Quotation Process, and Industry 4.0 Implementations" led by Co-PI Soongeol Kwon has been funded by iA.
In 2021 IISE Data Analytics and Information Systems (DAIS) Division Mobile/Web Application Competition, the team consisting of Lubna Tarawneh, Sara Sawaqed, and Prathamesh KulKarni (graduate students in Industrial and Systems Engineering) received 1st place award under the advisement of Soongeol Kwon.
The paper entitled "Design of Structured Control Policy for Shared Energy Storage in Residential Community: A Stochastic Optimization Approach" authored by Awnalisa Walker and Soongeol Kwon has been accepted for publication in Applied Energy.
The paper entitled "A Novel Integration of Scheduling and Dynamic Wireless Charging Planning Models of Battery Electric Buses Energy" co-authored by Soongeol Kwon has been accepted for publication in Energy.
The paper entitled "Analysis of COVID-19 College Testing Facility During Move-in Days Using Discrete Event Simulation Model" co-authored by Soongeol Kwon has been accepted for publication in 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.
The paper entitled "Evaluation of Simulation Modeling of University Dining Hall COVID-19 Reopening Plans" co-authored by Soongeol Kwon has been accepted for publication in 2021 Institute of Industrial and Systems Engineers (IISE) Annual Conference, Virtual Conference.
The paper entitled "Opportunities Related to Mulidose Management and Adherence Monitoring Technologies in Pharmacies" co-authored by Soongeol Kwon has been accepted for publication in 2021 Institute of Industrial and Systems Engineers (IISE) Annual Conference, Virtual Conference.
The paper entitled "Design of Campus COVID-19 Testing Using Modeling and Simulation" co-authored by Soongeol Kwon has been accepted for publication in 2021 General Donald R. Keith Memorial Capstone Conference, Virtual Conference. This paper won Modeling and Simulation Track Best Presentation Award.
In 2021 IISE Society of Health Systems (SHS) Annual FlexSim Student Simulation Competition, the team consisting of Arushi Agarwal and Nieqing Cao (graduate students in Industrial and Systems Engineering) received 3rd place award under the advisement of Soongeol Kwon.
The research proposal entitled "Battery Performance Degradation Prediction and Market Bidding Optimization Using Artificial Intelligence, Machine Learning, and Stochastic Optimization" led by Co-PI Soongeol Kwon has been funded by GE Renewable Energy.
The research proposal entitled "Application Engineering Support for Technical Solutions in Battery Energy Storage Systems" led by Co-PI Soongeol Kwon has been funded by Eos Energy Enterprises.
The research proposal entitled "Development of a Simulation-Based Pharmacy Automation Systems Test Environment Integrated with Virtual Machine Emulators" led by Co-PI Soongeol Kwon has been funded by iA.
In Simio December 2020 Student Simulation Competition, the team consisting of Jun Kataoka (graduate student in Systems Science) and Jaewoo Kim (graduate student in Industrial and Systems Engineering) received 2nd place award under the advisement of Soongeol Kwon.
| 2020
The paper entitled "Analysis and Optimization of Replenishment Process for Robotic Dispensing System in a Central Fill Pharmacy" authored by Rachel O'Connor and Soongeol Kwon has been accepted for publication in Computers and Industrial Engineering.
The paper entitled "Optimal HVAC Control for Demand Response via Chance-Constrained Two-Stage Stochastic Program" authored by Hanan Mansy and Soongeol Kwon has been accepted for publication in IEEE Transactions on Smart Grid.
The paper entitled "Analysis on Impact of Shared Energy Storage In Residential Community: Individual Versus Shared Energy Storage" authored by Awnalisa Walker and Soongeol Kwon has been accepted for publication in Applied Energy.
The paper entitled "QoS-Aware Data Center Operations Based on Chance- and Risk-Constrained Optimization" authored by Soongeol Kwon has been accepted for publication in IEEE Transactions on Cloud Computing.
The paper entitled "An Energy-Aware Scheduling Model Under Demand Charge and Time-Based Rate" authored by Sajad Karimi and Soongeol Kwon has been accepted for publication in 2020 Society for Industrial and Systems Engineering (SISE) Conference, Virtual Conference.
The paper entitled "Energy-Aware Production Scheduling for Additive Manufacturing" authored by Sajad Karimi and Soongeol Kwon has been accepted for publication in Journal of Cleaner Production.
The paper entitled "Ensuring Renewable Energy Utilization with QoS Guarantee for Energy-Efficient and Sustainable Data Center Operations" authored by Soongeol Kwon has been accepted for publication in Applied Energy.
In Simio May 2020 Student Simulation Competition, the team consisting of Ingyu Lee and Arushi Agarwal (graduate students in Industrial and Systems Engineering) received 1st place award under the advisement of Soongeol Kwon.
The research proposal entitled "Machine-Learning-Based Battery Energy Storage Operations Controls" led by PI Soongeol Kwon has been awarded for the 2020-2021 Smart Energy Transdisciplinary Area of Excellence (TAE) Seed Grant.
The research proposal entitled "Large-volume Central Fill Pharmacy System Automation Using Simulation, Optimization, Data Analytics, and Industry 4.0 Principles" led by Co-PI Soongeol Kwon has been funded by Innovation Associates.
The paper entitled “Two-Stage Stochastic Program for Inventory Rebalancing of Bike-Sharing Systems” authored by Awnalisa Walker and Soongeol Kwon has been accepted for publication in 2020 Institute of Industrial and Systems Engineers (IISE) Annual Conference, Virtual Conference. This paper won the 2020 IISE Conference Logistics and Supply Chain (LSC) Track Best Paper Award winner.
| 2019
Awnalisa Walker has been selected to receive a Travel Funding Award to attend the 2020 Emerging Researchers National (ERN) Conference in STEM in Washington, D.C., on February 06-08, 2019.
Awanlisa Walker has been selected to receive a National Science Foundation (NSF) travel funding award to attend the 4th North American Industrial Engineering and Operations Management (IEOM) Conference in Toronto, Canada, on October 23-25, 2019.
The paper entitled "Threshold Based Control Policy For Energy Storage Operations with Demand Response and Renewable Energy" authored by Awnalisa Walker and Soongeol Kwon has been accepted for publication in 2019 Institute of Industrial and Systems Engineers (IISE) Annual Conference, Orlando, FL. This paper won the 2019 IISE Conference Energy System (ES) Track Best Paper Award winner.
The paper entitled "Demand Response in Building Energy Management via HVAC Control" authored by Hanan Mansy and Soongeol Kwon has been accepted for publication in 2019 Institute of Industrial and Systems Engineers (IISE) Annual Conference, Orlando, FL.
| 2018
Soongeol Kwon is selected as a winner of the 2018 INFORMS Energy, Natural Resources, and the Environment (ENRE) Young Researcher Prize.
Soongeol Kwon is invited to attend the 2018 INFORMS New Faculty Colloquium in Phoenix, AZ.
The paper entitled "Demand Response in Data Centers: Integration of Server Provisioning and Power Procurement" authored by Soongeol Kwon, Lewis Ntaimo, and Natarajan Gautam has been accepted for publication in IEEE Transactions on Smart Grid.