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Heo, Seongmin (허성민)
조교수, Chemical and Biomolecular Engineering(생명화학공학과)
Research Area
Process control, Process design, Optimization
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    Dynamic optimization of coke formation in dry reforming of methane using a neural quasi-steady-state model

    Choi, Hye Min; Heo, Seongmin; Lee, Jay H., CHEMICAL ENGINEERING JOURNAL, v.535, 2026-05

    2
    Evaluation of geographic and climatic impacts on joint planning of green hydrogen and renewable electricity supply chains

    Choi, Yechan; Lee, Byoungyoun; Heo, Seongmin, INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, v.224, 2026-04

    3
    Health-conscious charging of lithium-ion batteries using Bayesian optimization guided by a semi-empirical aging model

    Jeong, Woohyun; Heo, Seongmin; Lee, Jay Hyung, JOURNAL OF ENERGY STORAGE, v.141, 2026-01

    4
    End-effect mitigation in renewable energy systems with energy storage using value function approximation of terminal energy level

    Han, Dongho; Heo, Seongmin, APPLIED ENERGY, v.401, 2025-12

    5
    Techno-economic analysis of amine-based post-combustion carbon capture process with flexibility considerations

    Jung, Hae Yong; Lim, Hyungmuk; Heo, Seongmin, FUEL, v.390, 2025-06

    6
    Noninvasive inline imaging and computer vision-based quality variable estimation for continuous slug-flow crystallizers

    Adams, Derrick; Lee, Jay Hyung; Kim, Shin Hyuk; et al, COMPUTERS & CHEMICAL ENGINEERING, v.197, 2025-06

    7
    Multi-period Deployment of Electrochemical CO2-to-CO Reduction Technology Considering Time Varying Uncertainties

    Chun, Woopill; Lee, Suhyeon; Roh, Kosan; et al, KOREAN JOURNAL OF CHEMICAL ENGINEERING, v.42, no.7, pp.1549 - 1559, 2025-06

    8
    Synergy evaluation for joint expansion planning of green hydrogen and renewable electricity supply chains: A South Korea case

    Choi, Yechan; Kim, Mingyu; Kim, Shinhyuk; et al, APPLIED ENERGY, v.381, 2025-03

    9
    Extracting key temporal and cyclic features from VIT data to predict lithium-ion battery knee points using attention mechanisms

    Lee, Jaewook; Heo, Seongmin; Lee, Jay Hyung, COMPUTERS & CHEMICAL ENGINEERING, v.193, 2025-02

    10
    Multi-period, multi-timescale stochastic optimization model for simultaneous capacity investment and energy management decisions for hybrid Micro-Grids with green hydrogen production under uncertainty

    Kim, Sunwoo; Choi, Yechan; Park, Joungho; et al, RENEWABLE & SUSTAINABLE ENERGY REVIEWS, v.190, 2024-02

    11
    Techno-economic analysis of solar powered green hydrogen system based on multi-objective optimization of economics and productivity

    Park, Joungho; Kang, Sungho; Kim, Sunwoo; et al, ENERGY CONVERSION AND MANAGEMENT, v.299, 2024-01

    12
    Applying real options with reinforcement learning to assess commercial CCU deployment

    Lee, Jeehwan S.; Chun, Woopill; Roh, Kosan; et al, JOURNAL OF CO2 UTILIZATION, v.77, 2023-11

    13
    A hybrid modeling framework for efficient development of Fischer-Tropsch kinetic models

    Kim, Ji Hee; Rhim, Geun Bae; Choi, Naeun; et al, JOURNAL OF INDUSTRIAL AND ENGINEERING CHEMISTRY, v.118, pp.318 - 329, 2023-02

    14
    An iterative constrained least squares method for continuous piecewise linear approximation

    Kim, Ji Hee; Choi, Naeun; Heo, Seongmin, COMPUTERS & CHEMICAL ENGINEERING, v.168, 2022-12

    15
    Sustainability analysis framework based on global market dynamics: A carbon capture and utilization industry case

    Ryu, Kyung Hwan; Kim, Boeun; Heo, Seongmin, RENEWABLE & SUSTAINABLE ENERGY REVIEWS, v.166, 2022-09

    16
    Electrode design and performance of flow-type electrochemical lithium recovery (ELR) systems

    Jung, Seon Yeop; Joo, Hwajoo; Kim, Ji Hee; et al, DESALINATION, v.532, 2022-06

    17
    Risk-based uncertainty assessment to identify key sustainability hurdles for emerging CO2 utilization technologies

    Lee, Jeehwan; Jung, Juyeong; Roh, Kosan; et al, GREEN CHEMISTRY, v.24, no.11, pp.4588 - 4605, 2022-06

    18
    Feature variance regularization method for autoencoder-based one-class classification

    Kim, Boeun; Ryu, Kyung Hwan; Kim, Ji Hee; et al, COMPUTERS & CHEMICAL ENGINEERING, v.161, 2022-05

    19
    Mean squared error criterion for model-based design of experiments with subset selection

    Kim, Boeun; Ryu, Kyung Hwan; Heo, Seongmin, COMPUTERS & CHEMICAL ENGINEERING, v.159, 2022-03

    20
    Kinetic modeling of diesel autothermal reforming for fuel cell auxiliary power units

    Kim, Daewook; Choi, Suhang; Jeong, Sohyun; et al, CHEMICAL ENGINEERING JOURNAL, v.424, 2021-11
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