NFDI4DS | UHH-SEMS - Publication Details

TaeYong Woo

ORCID: 0000-0002-4828-9136

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A5043327429

Research Areas

Membrane Separation Technologies
Wastewater Treatment and Nitrogen Removal
Fuel Cells and Related Materials
Energy and Environment Impacts
Air Quality and Health Impacts
Water Quality Monitoring Technologies
Smart Grid Energy Management
Electric Vehicles and Infrastructure
Fault Detection and Control Systems
Electrical and Bioimpedance Tomography
Integrated Energy Systems Optimization
Mineral Processing and Grinding
Advanced Battery Technologies Research
Air Quality Monitoring and Forecasting
Wind and Air Flow Studies
Building Energy and Comfort Optimization
Toxic Organic Pollutants Impact
Energy Load and Power Forecasting
Catalytic Processes in Materials Science
Water Systems and Optimization
Membrane-based Ion Separation Techniques
Extraction and Separation Processes
Hybrid Renewable Energy Systems
Water-Energy-Food Nexus Studies
Solar Radiation and Photovoltaics

Kyung Hee University
2021-2024

Development of transparent high-frequency soft sensor of total nitrogen and total phosphorus concentrations in rivers using stacked convolutional auto-encoder and explainable AI

OPENALEX - Publications

Abdulrahman H. Ba-Alawi SungKu Heo Hanaa Aamer Roberto Chang TaeYong Woo and 2 more

10.1016/j.jwpe.2023.103661 article EN Journal of Water Process Engineering 2023-03-20

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

OPENALEX - Publications

KiJeon Nam SungKu Heo Shahzeb Tariq TaeYong Woo ChangKyoo Yoo

10.1016/j.jwpe.2024.104908 article EN Journal of Water Process Engineering 2024-02-20

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

OPENALEX - Publications

Abdulrahman H. Ba-Alawi KiJeon Nam SungKu Heo TaeYong Woo Hanaa Aamer and 1 more

10.1016/j.cej.2022.139220 article EN Chemical Engineering Journal 2022-09-17

Long-term policy guidance for sustainable energy transition in Nigeria: A deep learning-based peak load forecasting with econo-environmental scenario analysis

OPENALEX - Publications

Israel A. Bayode Abdulrahman H. Ba-Alawi Hai-Tra Nguyen TaeYong Woo ChangKyoo Yoo

10.1016/j.energy.2025.135707 article EN Energy 2025-03-01

Techno-economic assessment and smart management of an integrated fuel cell-based energy system with absorption chiller for power, hydrogen, heating, and cooling in an electrified railway network

OPENALEX - Publications

Jorge Loy-Benitez Usman Safder Hai-Tra Nguyen Qian Li TaeYong Woo and 1 more

10.1016/j.energy.2021.121099 article EN Energy 2021-05-31

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

OPENALEX - Publications

Ki Jeon Nam Qian Li Sung Ku Heo Shahzeb Tariq Jorge Loy-Benitez and 2 more

10.1016/j.jhazmat.2021.125149 article EN Journal of Hazardous Materials 2021-01-14

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

OPENALEX - Publications

SangYoun Kim SungKu Heo KiJeon Nam TaeYong Woo ChangKyoo Yoo

10.1016/j.energy.2023.128858 article EN Energy 2023-08-22

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

OPENALEX - Publications

TaeYong Woo Amir Saman Tayerani Charmchi Pouya Ifaei SungKu Heo KiJeon Nam and 1 more

10.1016/j.jclepro.2022.134465 article EN Journal of Cleaner Production 2022-10-13

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

OPENALEX - Publications

SungKu Heo KiJeon Nam TaeYong Woo ChangKyoo Yoo

10.1016/j.memsci.2021.120080 article EN Journal of Membrane Science 2021-11-16

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

OPENALEX - Publications

TaeYong Woo KiJeon Nam SungKu Heo Juin Yau Lim SangYoun Kim and 1 more

10.1016/j.memsci.2022.120400 article EN Journal of Membrane Science 2022-02-24

End-to-end autonomous and resilient operability strategy of full-scale PN-SBR system: From influent augmentation to AI-aided optimal control and scheduling

OPENALEX - Publications

SungKu Heo Juin Yau Lim Hai-Tra Nguyen Paulina Vilela Usman Safder and 4 more

10.1016/j.jwpe.2023.103694 article EN Journal of Water Process Engineering 2023-04-15

AI-driven ventilation control policy proximal optimization coupled with dynamic-informed real-time model calibration for healthy and sustainable indoor PM2.5 management

OPENALEX - Publications

C H Jeong SungKu Heo TaeYong Woo SangYoun Kim ChangKyoo Yoo

10.1016/j.enbuild.2024.114786 article EN Energy and Buildings 2024-09-10

Membrane-informed multi-mechanistic predictive maintenance for MBR plants: Early determination of membrane cleaning with biologically driven, physically deposited, and chemically induced fouling model

OPENALEX - Publications

TaeYong Woo SangYoun Kim Cheon-Hee Jeong SungKu Heo ChangKyoo Yoo

10.1016/j.desal.2024.118263 article EN Desalination 2024-11-04

Leveraging media for demand control in an optimal network of renewable microgrids with hydrogen facilities in South Korea

OPENALEX - Publications

Pouya Ifaei J K Park TaeYong Woo C H Jeong ChangKyoo Yoo

Abstract In pursuit of a sustainable 2030 strategy in the Republic Korea, this study addresses oversight recent optimal renewable energy microgrid designs, which, despite encompassing all feasible sources, neglected pivotal role hydrogen as an carrier. This research explores feasibility reprogramming media platforms to dynamically shape consumption during peak intervals. It further proposes retrofitting microgrids with industrial production and storage facilities, aligning controlled...

10.1088/1755-1315/1372/1/012005 article EN IOP Conference Series Earth and Environmental Science 2024-07-01

Real-scale demonstration of digital twins-based aeration control policy optimization in partial nitritation/Anammox process: Policy iterative dynamic programming approach

OPENALEX - Publications

SungKu Heo Taeseok Oh TaeYong Woo Sang-Yoon Kim Yunkyu Choi and 3 more

10.1016/j.desal.2024.118235 article EN Desalination 2024-10-01

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