KiJeon Nam

KiJeon Nam

Kyung Hee University

H-index: 17

Asia-South Korea

About KiJeon Nam

KiJeon Nam, With an exceptional h-index of 17 and a recent h-index of 17 (since 2020), a distinguished researcher at Kyung Hee University, specializes in the field of Smart O&M, Deep Reinforcement Learning, Deep Learning, Process Optimization, Autonomous Control.

His recent articles reflect a diverse array of research interests and contributions to the field:

Multi-agent reinforcement learning-enhanced autonomous calibration method for wastewater treatment modeling: Long-term validation of a full-scale plant

A multi-agent AI reinforcement-based digital multi-solution for optimal operation of a full-scale wastewater treatment plant under various influent conditions

Explainable multisensor fusion-based automatic reconciliation and imputation of faulty and missing data in membrane bioreactor plants for fouling alleviation and energy saving

Wastewater Treatment System Optimization for Sustainable Operation of the SHARON–Anammox Process under Varying Carbon/Nitrogen Loadings

Deep-AI soft sensor for sustainable health risk monitoring and control of fine particulate matter at sensor devoid underground spaces: A zero-shot transfer learning approach

Flexible renewable energy planning based on multi-step forecasting of interregional electricity supply and demand: Graph-enhanced AI approach

Digitally-transformed early-warning protocol for membrane cleaning based on a fouling-cumulative sum chart: Application to a full-scale MBR plant

Three energy self-sufficient networks of wastewater treatment plants developed by nonlinear bi-level optimization models in Jeju Island

KiJeon Nam Information

University

Position

___

Citations(all)

924

Citations(since 2020)

915

Cited By

221

hIndex(all)

17

hIndex(since 2020)

17

i10Index(all)

26

i10Index(since 2020)

25

Email

University Profile Page

Kyung Hee University

Google Scholar

View Google Scholar Profile

KiJeon Nam Skills & Research Interests

Smart O&M

Deep Reinforcement Learning

Deep Learning

Process Optimization

Autonomous Control

Top articles of KiJeon Nam

Title

Journal

Author(s)

Publication Date

Multi-agent reinforcement learning-enhanced autonomous calibration method for wastewater treatment modeling: Long-term validation of a full-scale plant

Journal of Water Process Engineering

KiJeon Nam

SungKu Heo

Shahzeb Tariq

TaeYong Woo

ChangKyoo Yoo

2024/3/1

A multi-agent AI reinforcement-based digital multi-solution for optimal operation of a full-scale wastewater treatment plant under various influent conditions

Journal of Water Process Engineering

KiJeon Nam

SungKu Heo

SangYoun Kim

ChangKyoo Yoo

2023/4/1

Explainable multisensor fusion-based automatic reconciliation and imputation of faulty and missing data in membrane bioreactor plants for fouling alleviation and energy saving

Chemical Engineering Journal

Abdulrahman H Ba-Alawi

KiJeon Nam

SungKu Heo

TaeYong Woo

Hanaa Aamer

...

2023/1/15

Wastewater Treatment System Optimization for Sustainable Operation of the SHARON–Anammox Process under Varying Carbon/Nitrogen Loadings

Water

Paulina Vilela

Kijeon Nam

Changkyoo Yoo

2023/1

Deep-AI soft sensor for sustainable health risk monitoring and control of fine particulate matter at sensor devoid underground spaces: A zero-shot transfer learning approach

Tunnelling and Underground Space Technology

Shahzeb Tariq

Jorge Loy-Benitez

KiJeon Nam

SangYoun Kim

MinJeong Kim

...

2023/1/1

Flexible renewable energy planning based on multi-step forecasting of interregional electricity supply and demand: Graph-enhanced AI approach

Energy

SangYoun Kim

SungKu Heo

KiJeon Nam

TaeYong Woo

ChangKyoo Yoo

2023/11/1

Digitally-transformed early-warning protocol for membrane cleaning based on a fouling-cumulative sum chart: Application to a full-scale MBR plant

Journal of Membrane Science

SungKu Heo

KiJeon Nam

TaeYong Woo

ChangKyoo Yoo

2022/3/1

Three energy self-sufficient networks of wastewater treatment plants developed by nonlinear bi-level optimization models in Jeju Island

Journal of Cleaner Production

Taeyong Woo

Amir Saman Tayerani Charmchi

Pouya Ifaei

SungKu Heo

KiJeon Nam

...

2022/12/15

Water Digital Twin for High-tech Electronics Industrial Wastewater Treatment System (I): e-ASM Development and Digital Simulation Implementation

Clean Technology

SungKu Heo

Chanhyeok Jeong

Nahui Lee

Yerim Shim

TaeYong Woo

...

2022

From microalgae to bioenergy: Identifying optimally integrated biorefinery pathways and harvest scheduling under uncertainties in predicted climate

Juin Yau Lim

Sin Yong Teng

Bing Shen How

KiJeon Nam

SungKu Heo

...

2022/10/1

Neural circuit policies-based temporal flexible soft-sensor modeling of subway PM2. 5 with applications on indoor air quality management

Building and Environment

Jorge Loy-Benitez

Shahzeb Tariq

Hai Tra Nguyen

Usman Safder

KiJeon Nam

...

2022/1/1

Dynamic calibration of process-wide partial-nitritation modeling with airlift granular for nitrogen removal in a full-scale wastewater treatment plant

Chemosphere

Paulina Vilela

Usman Safder

SungKu Heo

Hai-Tra Nguyen

Juin Yau Lim

...

2022/10/1

Multiple land-use fugacity model to assess the transport and fate of polycyclic aromatic hydrocarbons in urban and suburban areas

Urban Climate

Qian Li

Paulina Vilela

Shahzeb Tariq

KiJeon Nam

ChangKyoo Yoo

2022/9/1

Predictive maintenance system for membrane replacement time detection using AI-based functional profile monitoring: Application to a full-scale MBR plant

Journal of Membrane Science

TaeYong Woo

KiJeon Nam

SungKu Heo

Juin Yau Lim

SangYoun Kim

...

2022/5/5

Multi-objective optimization of a time-delay compensated ventilation control system in a subway facility–A harmony search strategy

Building and Environment

Jorge Loy-Benitez

Qian Li

KiJeon Nam

Hai Tra Nguyen

MinJeong Kim

...

2021/3/1

Multiple Land-Use Fugacity Model to Assess the Environmental Fate of PAHs–A Mega-City Under COVID-19 Pandemic

Qian Li

Paulina Vilela

Kijeon Nam

ChangKyoo Yoo

2021/7/26

Inter-regional multimedia fate analysis of PAHs and potential risk assessment by integrating deep learning and climate change scenarios

Journal of Hazardous Materials

Ki Jeon Nam

Qian Li

Sung Ku Heo

Shahzeb Tariq

Jorge Loy-Benitez

...

2021/6/5

Dual-objective optimization for energy-saving and fouling mitigation in MBR plants using AI-based influent prediction and an integrated biological-physical model

Journal of Membrane Science

KiJeon Nam

SungKu Heo

GaHee Rhee

MinJeong Kim

ChangKyoo Yoo

2021/5/15

Attention Aware Probabilistic Forecasting For Early Detection Of Fine Particulate Health Risk Levels At Underground Public Spaces

대한환경공학회 학술발표논문집

Shahzeb Tariq

ChangKyoo Yoo

KiJeon Nam

2021/11

A hybrid machine learning–based multi-objective supervisory control strategy of a full-scale wastewater treatment for cost-effective and sustainable operation under varying …

Journal of Cleaner Production

SungKu Heo

KiJeon Nam

Shahzeb Tariq

Juin Yau Lim

Junkyu Park

...

2021/4/1

See List of Professors in KiJeon Nam University(Kyung Hee University)