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SCIESCOPUS
Biological-chemical conversion process design and machine learning-related life cycle assessment: Bio-lubricant production in a real case study of South Korea

Lee, Yoonjae; Ko, Jaerak; Kwon, Oseok; Park, Hoyoung; Lee, Hyeonjeong; Jeong, Sumin; Ha, Byeongmin; Hwangbo, Soonho; Han, Jeehoon

ArticleIssue Date2025CitationJournal of Environmental Management, v.379PublisherAcademic Press
Computer Aided Chemical Engineering

Ha, Byeongmin; Kim, Taehyun; Ahn, Jou-Hyeon; Hwangbo, Soonho

BookIssue Date2023PublisherElsevier B.V.
SCIESCOPUS
Generative model-based hybrid forecasting model for renewable electricity supply using long short-term memory networks: A case study of South Korea's energy transition policy

Lee, Yoonjae; Ha, Byeongmin; Hwangbo, Soonho

ArticleIssue Date2022CitationRenewable Energy, v.200, pp 69 - 87PublisherPergamon Press Ltd.
FOREIGN
Online machine learning approach for system marginal price forecasting using multiple economic indicators: A novel model for real-time decision makingopen access

Kim, Taehyun; Ha, Byeongmin; Hwangbo, Soonho

ArticleIssue Date2023CitationMachine Learning with Applications, v.14PublisherElsevier
SCIESCOPUS
Stochastic techno-economic assessment of future renewable energy networks based on integrated deep-learning framework: A case study of South Korea

Ha, Byeongmin; Nam, Seolji; Byun, Jaewon; Han, Jeehoon; Hwangbo, Soonho

ArticleIssue Date2024CitationChemical Engineering Journal, v.485PublisherElsevier B.V.
SCIESCOPUS
Towards mega-scale decarbonized industrial park (Mega-DIP): Generative AI-driven techno-economic and environmental assessment of renewable and sustainable energy utilization in petrochemical industryopen access

Heo, SungKu; Byun, Jaewon; Ifaei, Pouya; Ko, Jaerak; Ha, Byeongmin; Hwangbo, Soonho; Yoo, ChangKyoo

ArticleIssue Date2024CitationRenewable and Sustainable Energy Reviews, v.189PublisherElsevier Ltd
SCIESCOPUS
Towards sustainable energy efficiency: Data-driven optimization in large-scale plants using machine learning applications

Ha, Byeongmin; Lee, Hyeonjeong; Hwangbo, Soonho

ArticleIssue Date2025CitationEnergy, v.331PublisherPergamon Press Ltd.
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