시스템 모델링 및 최적화 연구실
연세대학교 산업공학과
SYSTEMS MODELING AND PROGRAMMING LAB
DEPARTMENT OF INDUSTRIAL ENGINEERING, YONSEI UNIVERSITY - SYMPLY
PROJECT
| 정부 과제
참여교수 | 산업인텔리전스 기반 스마트 제조네트워크 교육연구단 | 한국연구재단-4단계 BK21사업-혁신인재사업 | 2025.03.01-2027.08.31.
연구책임 | 순차적인 확률적 의사결정 문제 해결을 위한 기계학습과 수리계획법의 융합에 기반한 지도 최적화 방법론 개발 | 한국연구재단-우수신진연구사업 | 2023.03.01.-2026.02.28.
| 민간 과제
연구책임 | 강화학습 알고리즘을 활용한 모델 파라메터 최적화 및 활용 | 현대엔지비 | 2025.03.24-2026.03.23
연구책임 | mySUNI 미래반도체 컬리지 AI Manufacturing 전문가 연계 PBL 과정 개발 및 강의 | SK 엠앤서비스 | 2024.10.31.-2025.01.31.
참여교수 | 혁신물류 최적화 자문 | LG 에너지솔루션 | 2024.10.01-2025.03.31.
| 교내 과제
연구책임 | 전력 및 에너지 시스템의 최적 운영을 위한 머신러닝 기반 확률적 최적화 프레임워크 개발 | 연세대학교-미래선도연구사업 | 2022.05.01.-2025.04.30.
| Binghamton University (2018-2021)
Mail-Order Pharmacy Analysis and Design: Simulation, Quotation Process, and Industry 4.0 Implementations," Funded by iA, 05/17/2021-05/13/2022, Awarded Amount: $399,383. (Co-PI with Srihari, K., Yoon, S.W., and Wang, Y.)
Application Engineering Support for Technical Solutions in Battery Energy Storage Systems, Funded by EOS Energy Enterprise, 02/01/2021-01/31/2022, Awarded Amount: $65,374. (Co-PI with Srihari, K. and Wang, Y.)
Battery Performance Degradation Prediction and Market Bidding Optimization Using Artificial Intelligence, Machine Learning, and Stochastic Optimization, Funded by GE Renewable Energy, 02/01/2021-01/31/2022, Awarded Amount: $64,643. (Co-PI with Srihari, K. and Wang, Y.)
Development of a Simulation-Based Pharmacy Automation Systems Test Environment Integrated with Virtual Machine Emulators," Funded by iA, 01/25/2021-01/21/2022, Awarded Amount: $198,847. (Co-PI (33% Credited) with Srihari, K. and Yoon, S.W.)
Machine Learning Driven Battery Energy Storage Operations Control, Funded by Transdisciplinary Areas of Excellence (TAE) - Smart Energy (SE) Seed Grant Program, Binghamton University, 06/01/2020-05/31/2021, Awarded Amount: $25,000. (PI with Zhang, Z.)
Large-Volume Central Fill Pharmacy System Automation Using Simulation, Optimization, Data Analytics, and Industry 4.0 Principles," Funded by iA, 05/18/2020-05/17/2021, Awarded Amount: $398,501. (Co-PI with Srihari, K. and Yoon, S.W.)