Il Moon - Publications, H-index & Citations

Il Moon

Yonsei University

46H指数

326论文数

7.8K被引数

收录论文 128

发表时间

Hybrid Modelling of Chemical Processes: A Unified Framework Based on Deductive, Inductive, and Abductive Inference 化学过程混合建模：基于演绎、归纳和溯因推理的统一框架

Computers & Chemical Engineering

IF3.9

2025-09-17

PREAI

Raymoon Hwang; Jae Hyun Cho; Il Moon; Min Oh

Enhancing Catalyst Performance Prediction with Hybrid Quantum Neural Networks: A Comparative Study on Data Consistency Variation

ACS SUSTAINABLE CHEMISTRY & ENGINEERING

IF7.3

2025-01-31

PREAI

Oh, Seunghyeon; Roh, Jiwon; Park, Hyundo; Lee, Donggyun; Joo, Chonghyo; Park, Jinwoo; Moon, Il; Ro, Insoo; Kim, Junghwan

Discovering the Origin of Catalyst Performance and Degradation of Electrochemical CO2 Reduction through Interpretable Machine Learning 通过可解释机器学习探究电化学CO2还原催化剂性能及其衰减的起源

ACS CATALYSIS

IF13.1

2025-01-22

PREAI

Shin, D; Karasu, H; Jang, K; Kim, C; Kim, K; Kim, D; Sa, YJ; Lee, KB; Chae, KH; Moon, I; Won, DH; Na, J; Lee, U

Explainable Artificial Intelligence for Fault Diagnosis of Industrial Processes 用于工业过程故障诊断的可解释人工智能

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2025-01-01

PREAI

Jang, Kyojin; Pilario, Karl Ezra Salgado; Lee, Nayoung; Moon, Il; Na, Jonggeol

Hybrid data-driven deep learning model for state of charge estimation of Li-ion battery in an electric vehicle 混合数据驱动的电动汽车锂离子电池荷电状态估计深度学习模型

JOURNAL OF ENERGY STORAGE

IF9.8

2024-09-01

PREAI

Oh, Seunghyeon; Kim, Jiyong; Moon, Il

Multi-objective optimization for sustainable and economical polycarbonate production with reaction kinetics inference for real-world industrial process

CHEMICAL ENGINEERING JOURNAL

IF13.2

2024-06-01

PREAI

Lee, Eunbyul; Kim, Minsu; Moon, Il; Kim, Junghwan

Interpretable machine learning framework for catalyst performance prediction and validation with dry reforming of methane 用于甲烷干重整催化剂性能预测和验证的可解释机器学习框架

APPLIED CATALYSIS B-ENVIRONMENT AND ENERGY

IF21.1

2024-04-01

OAAI

Roh, Jiwon; Park, Hyundo; Kwon, Hyukwon; Joo, Chonghyo; Moon, Il; Cho, Hyungtae; Ro, Insoo; Kim, Junghwan

Hybrid Quantum Neural Network Model with Catalyst Experimental Validation: Application for the Dry Reforming of Methane

ACS SUSTAINABLE CHEMISTRY & ENGINEERING

IF7.3

2024-02-23

PREAI

Roh, Jiwon; Oh, Seunghyeon; Lee, Donggyun; Joo, Chonghyo; Park, Jinwoo; Moon, Il; Ro, Insoo; Kim, Junghwan

Process design and analysis for combined hydrogen regasification process and liquid air energy storage

ENERGY

IF9.4

2023-11-01

PREAI

Kim, Yeonghyun; Qi, Meng; Cho, Jaehyun; Lee, Inkyu; Park, Jinwoo; Moon, Il

Dual attention-based multi-step ahead prediction enhancement for monitoring systems in industrial processes

APPLIED SOFT COMPUTING

IF6.6

2023-11-01

OAAI

An, Nahyeon; Hong, Seokyoung; Kim, Yurim; Cho, Hyungtae; Lim, Jongkoo; Moon, Il; Kim, Junghwan

Comparison of Derivative-Free Optimization: Energy Optimization of Steam Methane Reforming Process

INTERNATIONAL JOURNAL OF ENERGY RESEARCH

IF4.2

2023-06-03

OAAI

Kim, Minsu; Han, Areum; Lee, Jaewon; Cho, Sunghyun; Moon, Il; Na, Jonggeol

Comparison of mixed refrigerant cycles for natural gas liquefaction: From single mixed refrigerant to mixed fluid cascade processes

ENERGY

IF9.4

2023-06-01

OAAI

Tak, Kyungjae; Park, Jaedeuk; Moon, Il; Lee, Ung

Revealing the impact of renewable uncertainty on grid-assisted power-to-X: A data-driven reliability-based design optimization approach

APPLIED ENERGY

IF11

2023-06-01

PREAI

Kim, Jeongdong; Qi, Meng; Park, Jinwoo; Moon, Il

Strategies for flexible operation of power-to-X processes coupled with renewables

RENEWABLE & SUSTAINABLE ENERGY REVIEWS

IF16.3

2023-06-01

PREAI

Qi, Meng; Vo, Dat Nguyen; Yu, Haoshui; Shu, Chi-Min; Cui, Chengtian; Liu, Yi; Park, Jinwoo; Moon, Il

Novel control-aware fault detection approach for non-stationary processes via deep learning-based dynamic surrogate modeling 基于深度学习的动态代理建模非平稳过程控制感知故障检测新方法

PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

IF7.8

2023-04-01

PREAI

Qi, Meng; Jang, Kyojin; Cui, Chengtian; Moon, Il

Integration of wastewater electro-electrodialysis and CO2 capture for sustainable LIB recycling: Process design and economic analyses 整合废水电渗析和CO2捕集以实现可持续LIB回收: 工艺设计和经济分析

JOURNAL OF CLEANER PRODUCTION

IF10

2023-03-01

PREAI

Kim, Jeongdong; Moon, Il; Kim, Junghwan

Data-driven modeling of multimode chemical process: Validation with a real-world distillation column

CHEMICAL ENGINEERING JOURNAL

IF13.2

2023-02-01

OAAI

Choi, Yeongryeol; Bhadriaju, Bhavana; Cho, Hyungtae; Lim, Jongkoo; Han, In-Su; Moon, Il; Kwon, Joseph Sang-Il; Kim, Junghwan

Sequential flue gas utilization for sustainable leaching and metal precipitation of spent lithium-ion battery cathode material: Process design and techno-economic analysis

JOURNAL OF CLEANER PRODUCTION

IF10

2022-12-01

PREAI

Kim, Jeongdong; Kim, Sangyoung; Lim, Jonghun; Moon, Il; Kim, Junghwan

System perspective on cleaner technologies for renewable methane production and utilisation towards carbon neutrality: Principles, techno-economics, and carbon footprints 可再生甲烷生产和碳中和利用的清洁技术的系统观点: 原理，技术经济学和碳足迹

FUEL

IF7.5

2022-11-01

PREAI

Qi, Meng; Liu, Yi; He, Tianbiao; Yin, Liang; Shu, Chi-Min; Moon, Il

Flexible and efficient renewable-power-to-methane concept enabled by liquid CO2 energy storage: Optimization with power allocation and storage sizing

ENERGY

IF9.4

2022-10-01

PREAI

Qi, Meng; Lee, Jaewon; Hong, Seokyoung; Kim, Jeongdong; Liu, Yi; Park, Jinwoo; Moon, Il

研究方向