Machine learning-based energy optimization for on-site SMR hydrogen production

Jaewon Lee, Seokyoung Hong, Hyungtae Cho, +4

Energy Conversion and Management

EngineeringHydrogen ProductionEnergy EfficiencyEnergy ConversionEnergy Management +12

Multi-objective optimization of CO2 emission and thermal efficiency for on-site steam methane reforming hydrogen production process using machine learning

Seokyoung Hong, Jaewon Lee, Hyungtae Cho, +3

Journal of Cleaner Production

Chemical EngineeringEngineeringMachine LearningHydrogen ProductionEnergy Efficiency +7

Optimization of wet flue gas desulfurization system using recycled waste oyster shell as high-grade limestone substitutes

Jonghun Lim, Hyungtae Cho, Junghwan Kim

Journal of Cleaner Production

EngineeringWaste TreatmentWaste DisposalHigh-grade Limestone SubstitutesDesulfurization +14

Carbon-free green hydrogen production process with induction heating-based ammonia decomposition reactor

Jaewon Lee, Seongbin Ga, Dong‐Ha Lim, +3

Chemical Engineering Journal

Hydrogen ProductionEngineeringEnergy EfficiencyEnergy ConversionGreen Chemistry +14

CFD modeling on natural and forced ventilation during hydrogen leaks in a pressure regulator process of a residential area

Jaewon Lee, Sunghyun Cho, Hyungtae Cho, +4

Process Safety and Environmental Protection

Forced VentilationHydrogen Energy TechnologyPressure Regulator ProcessUlsan Hydrogen TownEngineering +13

Novel cryogenic carbon dioxide capture and storage process using LNG cold energy in a natural gas combined cycle power plant

Yurim Kim, Jaewon Lee, Hyungtae Cho, +1

Chemical Engineering Journal

EngineeringEnergy EfficiencyEnergy ConversionCryogenic Ccs ProcessLng Cold Energy +15

Novel massive thermal energy storage system for liquefied natural gas cold energy recovery

Jinwoo Park, Fengqi You, Hyungtae Cho, +2

Energy

Materials ScienceEngineeringEnergy EfficiencyEnergy ConversionEnergy Recovery +6

Novel process design of desalination wastewater recovery for CO2 and SOX utilization

Sunghyun Cho, Jonghun Lim, Hyungtae Cho, +3

Chemical Engineering Journal

Chemical EngineeringEngineeringDesalination WastewaterNovel Process DesignEnvironmental Engineering +12

Development of physical property prediction models for polypropylene composites with optimizing random forest hyperparameters

Chonghyo Joo, Hyundo Park, Jongkoo Lim, +2

International Journal of Intelligent Systems

EngineeringMechanical EngineeringMaterial SelectionThermoplastic CompositePhysical Properties +15

Interpretable machine learning framework for catalyst performance prediction and validation with dry reforming of methane

Jiwon Roh, Hyundo Park, Hyukwon Kwon, +4

Applied Catalysis B: Environmental

Artificial IntelligenceEngineeringMachine LearningConventional MethodsGasification +17