Lab directory
Sung-Gu Heo
Sung-Gu Heo
Kangwon National University · Civil and Environmental Engineering
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Professor
Prof. 허성구
Professor's page · publicationsAbout
허성구 교수의 친환경 자율지능공정 연구실은 강원대 환경공학전공 소속으로, 환경 AI와 자율 공정 시스템을 연구한다. 탈탄소화와 자연기반해법(NbS)에 AI를 적용하는 분야를 다룬다.
Research keywords
환경 AI자율공정시스템공정 최적화산업 탈탄소화자연기반솔루션(NbS)
Selected publications
- Real-scale demonstration of digital twins-based aeration control policy optimization in partial nitritation/Anammox process: Policy iterative dynamic programming approachDesalination · 2025
- Membrane-informed multi-mechanistic predictive maintenance for MBR plants: Early determination of membrane cleaning with biologically driven, physically deposited, and chemically induced fouling modelDesalination · 2025
- Multi-agent reinforcement learning-driven adaptive controller tuning system for autonomous control of wastewater treatment plants: An offline learning approachJournal of Water Process Engineering · 2025
- Leveraging Generative AI and Large Language Model for Process Systems Engineering: A State-of-the-Art ReviewKorean Journal of Chemical Engineering · 2025
- Multi-objective pathway selection for sustainable biorefinery process with harvest scheduling under time-varying climate: Techno-economic analysis and life cycle assessment approachEnergy Conversion and Management · 2025
- XRL-FlexSBR: Multi-agent reinforcement learning-driven flexible SBR control with explainable performance guarantee under diverse influent conditionsJournal of Water Process Engineering · 2024
Other labs in this department
- Sang-Wook Kim
Kim Sang-uk
Statistical or Stochastic Hydrology / Water Resources System Engineering
- Jae-Hyun Kim
Kim Jae-hyun
지반공학, 해양기초공학, 축소모형실험, 지반 물성평가
- Ji-Ho Moon
Moon Ji-ho
구조공학, 강구조, 강합성구조, 철도공학
- Jung-An Park
Park Jung-an
고도수처리기술 / 미량오염물질 관리, 분해기작 및 환경독성평가
- Dong-Ha Lee
Lee Dong-ha
Geodesy/Surveying, Geo-spatial Information, Natural Hazard Analysis
- Myong-Hwa Lee
Lee Myong-hwa
대기오염물질 처리기술 / 환경소재 개발