2008 September - Current; Project Manager, Industrial Engineering, Hongik University
2026 January - 2026 February, 물류 정보 AI 서비스 플랫폼 개발 검증 프로젝트, 니어솔루션(주)
2025 April - 2027 March, 전력계통 안정화와 발전사업자 수익 최적화를 위한 AI 기반 재생에너지 입찰제도 통합운영 플랫폼 개발, 산학연 collabo R&D, 중소기업기술정보진흥원
2025 September - 2026 March, 기업의 AI활용수준 진단모델 연구용역, 한국표준협회
2024 August - 2025 January, SMP 가격예측, 가격분포 추정, 입찰값 조정 등 관련 알고리즘 개발 및 기술 자문, 브이젠(주)
2023 January - 2023 March, 최적 박스 추천 및 박스 셋 선정 알고리즘 개발, (주)니어솔루션
2022 May - 2022 July, 수요예측 알고리즘 정확도 향상을 위한 Rare event 검출 알고리즘 고도화, 니어솔루션(주)
2019 December - 2020 November, 중소기업 지능형 공장 구축을 위한 클라우드 컴퓨팅 기반 현장 맞춤형 서비스 개술개발, 중소기업기술정보진흥원
2019 July - 2021 May, O&M cost evaluation model and tool for photovoltaic and wind turbine generation facility, 남동발전(주)
2019 June - 2022 February, 가상 발전소 최적 설계 및 운영을 위한 신재생 에너지 발전량 예측 및 최적화 모형 개발, 한국연구재단.
2019 May - 2019 June, Optimal Item-Order Allocation Problem for Classifiers in Distribution Center, HatioLab. co.
2018 March - November, K Item Selection Problem, HatioLab. co.
2018 September - December, Development of Optimal Operation Algorithm for Photovoltaic Power Generation Facility (Funded by DaeMyung GEC.)
2018 September - December, Stochastic Forecasting Method for Wind Power Generation, VGEN co.
2016 June - 2019 May, Optimal Design of Energy Harvesting Wireless Sensor Network(Funded by Korean Ministry of Education, Science and Technology Development)
2016 May - 2016 April, Open License based Application Development Environment for Mobile Application (Funded by Ministry of SMEs and Startups)
2011 April - 2017 March, Market Verification of PnP Platform-based Customized IT Solution for Small and Medium Business, KITECH(Funded by Ministry of Knowledge Economy)
2010 May - 2015 April, Design of decision making framework for Ubiquitous Intelligent Shared Environments, Korean Ministry of Education, Science and Technology Development
2011 August - 2012 July, Server-based Web Browser for IPTV, LogicPlant (Funded by Seoul Development Institute)
2010 September - 2011 October, Improvement of APS information system, Toray Advanced Material Inc.
2010, Evaluations of 5 projects implemented by the Korean Small & Medium Business Administration, Small & Medium Business Distribution Center
2009 May - 2011 April, Distributed Energy Balanced Routing in Wireless Sensor Networks using Social Welfare Function, Ant System, and Complex Network Theory, Korean Ministry of Education, Science and Technology Development
Membership
2013, 2014, 2021 한국표준협회 국가품질센터 분임조 대상, 심사위원
2015 March -, Korea Management Engineers Society, Board Member.
2014 March -, Society of Korea Industrial and Systems Engineering, Board Member.
2014, Manufacturing Service Planning Committee, KITECH
2013 March - , The Journal of Korean Industrial and System Engineering, Editor.
2013 July - , 안양 과제 발굴 위원회, 기획위원
2013 April - August, eTraining for Manufacturing Planning Committee, KIET
2012 July - August, Manufacturing Service Planning Committee, KITECH
HONGIK Research Fund
2019, Renewable Energy Generation Forecasting Models for Virtual Power Plant
2018, New Metrics for Energy Harvesting Wireless Sensor Networks
2017, A technology evaluation method based on text mining: How innovative, economic, or functional is a technology?
2016, Study on Evaluation of Business Application Software Quality
2015, Evaluation of Forecasting Methods in Aggregate Production Planning: A Total Cost-based Metric for Forecasting Error
2014, A Conceptual Approach to Managing Production in Consideration of Shifting Electrical Loads
2013, An Advanced Collaborative Filtering-based Recommender system with considering Item Relatedness.
2012, A New Ant Colony With Node Goodness for TSP.
2011, A Clustering Algorithm based on Ordinal Preference Data.
2010, Mathematical models for Routing in Wireless Sensor networks.
2009, Design of Control Parameter of Distributed Arrival Time Control for Dynamic Scheduling.
2008, Study of Distributed and Adaptive Control of Dynamic and Large-scale Systems.
2004 January - 2008 May; Research Assistant, Industrial Engineering, Pennsylvania State University
Optimal design of sensor information networks, including routing, sensor placement, and sensor operational control (SST/Collaborative Research: Self-Supporting Wireless Sensor Networks for In-Process and In-Service Integrity Monitoring Using High Energy-Harvesting Nonlinear Modeling Principles. This research includes MIT, UC Berkeley, and Oklahoma State).
Designed information architecture and built a prototype of website for the logistic process in the supply chain of the U.S. marine (Enabling Logistics with Portable and Wireless Technology Study, funded by the United State Marine Corps).
Developed a dynamic deployment algorithm in wireless technology-enabled shipment yard using an auction mechanism (Deployment and Load Makeup System Project, funded by GM Research and Development Center).
1993 March - 1994 January; Research Assistant, Industrial Engineering, KAIST(Korean Advanced Institute of Science of Technology)
Built a frequency distributing policy and system for efficient use of frequency. This project is in collaboration with ETRI(Electronics and Telecommunications Research Institute).