Researcher Page

Park, Jinkyoo (박진규)
부교수, Department of Industrial & Systems Engineering(산업및시스템공학과)
Research Area
Data-driven optimization and control, Monitoring systems using sensor network, Optimal operation of smart-grid system
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    Congestion-aware dynamic routing for an overhead hoist transporter system using a graph convolutional gated recurrent unit

    Ahn, Kyuree; Lee, Kanghoon; Yeon, Juneyoung; et al, IISE TRANSACTIONS, v.54, no.8, pp.803 - 816, 2022-08

    Transfer learning for enhancing the homogenization-theory-based prediction of elasto-plastic response of particle/short fiber-reinforced composites

    Jung, Jiyoung; Kim, Yongtae; Park, Jinkyooresearcher; et al, COMPOSITE STRUCTURES, v.285, 2022-04

    Designing staggered platelet composite structure with Gaussian process regression based Bayesian optimization

    Park, Kundo; Kim, Youngsoo; Kim, Minki; et al, COMPOSITES SCIENCE AND TECHNOLOGY, v.220, 2022-03

    Learning Stochastic Optimal Policies via Gradient Descent

    Massaroli, Stefano; Poli, Michael; Peluchetti, Stefano; et al, IEEE CONTROL SYSTEMS LETTERS, v.6, pp.1094 - 1099, 2022

    Transferable traffic signal control: Reinforcement learning with graph centric state representation

    Yoon, Jinwon; Ahn, Kyuree; Park, Jinkyooresearcher; et al, TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, v.130, 2021-09

    Learning to schedule job-shop problems: Representation and policy learning using graph neural network and reinforcement learning

    Park, Junyoung; Chun, Jaehyeong; Kim, Sang Hun; et al, INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, v.59, no.11, pp.3360 - 3377, 2021-06

    Wind Field-Based Short-Term Turbine Response Forecasting by Stacked Dilated Convolutional LSTMs

    Woo, Seongcheol; Park, Junyoung; Park, Jinkyooresearcher; et al, IEEE Transactions on Sustainable Energy, v.11, no.4, pp.2294 - 2304, 2020-10

    Count-based change point detection via multi-output log-Gaussian Cox processes

    Bae, Joonho; Park, Jinkyooresearcher, IISE TRANSACTIONS, v.52, no.9, pp.998 - 1013, 2020-09

    Demand-Side Management with Shared Energy Storage System in Smart Grid

    Jo, Jaeyeon; Park, Jinkyooresearcher, IEEE Transactions on Smart Grid, v.11, no.5, pp.4466 - 4476, 2020-09

    Contextual Bayesian optimization with trust region (CBOTR) and its application to cooperative wind farm control in region 2

    Park, Jinkyooresearcher, Sustainable Energy Technologies and Assessments, v.38, 2020-04

    Hierarchical Anomaly Detection Using a Multioutput Gaussian Process

    Cho, Woojin; Kim, Youngrae; Park, Jinkyooresearcher, IEEE Transactions on Automation Science and Engineering, v.17, no.1, pp.261 - 272, 2020-01

    Physics-induced graph neural network: An application to wind-farm power estimation

    Park, Junyoung; Park, Jinkyooresearcher, Energy, v.187, 2019-11

    A Data Processing Pipeline for Prediction of Milling Machine Tool Condition from Raw Sensor Data

    Ferguson, M.; Bhinge, R.; Park, Jinkyooresearcher; et al, SMART AND SUSTAINABLE MANUFACTURING SYSTEMS, v.2, no.1, pp.40 - 63, 2018-10

    강화학습을 이용한 이종 장비 토목 공정 계획

    지민기; 박준건; 김도형; et al, 한국시뮬레이션학회 논문지, v.27, no.1, pp.1 - 13, 2018-03

    A Data-Driven, Cooperative Approach for Wind Farm Control: A Wind Tunnel Experimentation

    Park, Jinkyooresearcher; Kwon, Soon-Duck; Law, Kincho, ENERGIES, v.10, no.7, 2017-07

    Toward a Generalized Energy Prediction Model for Machine Tools

    Bhinge, Raunak; Park, Jinkyooresearcher; Law, Kincho H.; et al, JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME, v.139, no.4, 2017-04

    Gaussian Process Regression (GPR) Representation in Predictive Model Markup Language (PMML)

    Park, Jinkyooresearcher; Lechevalier, David; Ak, Ronay; et al, Smart and Sustainable Manufacturing Systems, v.1, no.1, pp.121 - 141, 2017-03

    Bayesian Ascent: A Data-Driven Optimization Scheme for Real-Time Control With Application to Wind Farm Power Maximization

    Park, Jinkyooresearcher; Law, H. Kincho, IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, v.24, no.5, pp.1655 - 1668, 2016-09

    A data-driven, cooperative wind farm control to maximize the total power production

    Park, Jinkyooresearcher; Law, Kincho H., APPLIED ENERGY, v.165, pp.151 - 165, 2016-03

    Cooperative wind turbine control for maximizing wind farm power using sequential convex programming

    Park, Jinkyooresearcher; Law, Kincho H., ENERGY CONVERSION AND MANAGEMENT, v.101, pp.295 - 316, 2015-09

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