Copula-based operation strategy for green hydrogen production systems considering coordination with energy storage systems

A recent consensus to achieve carbon neutrality is promoting interest in the use of hydrogen and management of its production system. Among the several types of hydrogen, green hydrogen is of most interest which is produced using power generated from renewable energy sources (RES). However, several challenges are encountered in the stable operation of green hydrogen production systems (GHPS) owing to the inherent intermittent and variable characteristics of RES. Although the implementation of energy storage systems (ESS) can aid in compensating for this variability, large-scale ESS installations can be economically infeasible. Thus, this study seeks an operation strategy suitable for GHPS, considering the expected variability of RES and the operational conditions of a relatively small-sized ESS. In particular, as state-of-charge management is crucial for operating an ESS with limited capacity, this study presents a method to conduct coordinated control between the ESS and electrolyzer. Furthermore, considering the characteristics of the GHPS, the expected short-term variability analyzed using the copula-based approach is utilized. The proposed method is validated based on various RES generation scenarios. By applying the developed method, operational continuity to GHPS is expected to increase with efficiency.

Authors

Institutions

Publication Details

Journal
Heliyon
Published
2025-02-01
DOI
https://doi.org/10.1016/j.heliyon.2025.e42681
Citations
1
Primary Topic
Hybrid Renewable Energy Systems
Type
article
Field-Weighted Citation Impact
0.53

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Copula-based operation strategy for green hydrogen production systems considering coordination with energy storage systems

Yeuntae Yoo, Seungmin Jung, Gilsoo Jang, Dongwon Lee et al.
1 citations
Heliyon
Hybrid Renewable Energy Systems
0.53
article

Copula-based operation strategy for green hydrogen production systems considering coordination with energy storage systems

Yeuntae Yoo, Seungmin Jung, Gilsoo Jang, Dongwon Lee, Sungwoo Kang
article en
1 citations

Abstract

A recent consensus to achieve carbon neutrality is promoting interest in the use of hydrogen and management of its production system. Among the several types of hydrogen, green hydrogen is of most interest which is produced using power generated from renewable energy sources (RES). However, several challenges are encountered in the stable operation of green hydrogen production systems (GHPS) owing to the inherent intermittent and variable characteristics of RES. Although the implementation of energy storage systems (ESS) can aid in compensating for this variability, large-scale ESS installations can be economically infeasible. Thus, this study seeks an operation strategy suitable for GHPS, considering the expected variability of RES and the operational conditions of a relatively small-sized ESS. In particular, as state-of-charge management is crucial for operating an ESS with limited capacity, this study presents a method to conduct coordinated control between the ESS and electrolyzer. Furthermore, considering the characteristics of the GHPS, the expected short-term variability analyzed using the copula-based approach is utilized. The proposed method is validated based on various RES generation scenarios. By applying the developed method, operational continuity to GHPS is expected to increase with efficiency.

HeliyonVol. 11(4)
University of Seoul (KR), Korea University (KR), Myongji University (KR)
National Research Foundation, Nuclear Safety and Security Commission, National Research Foundation of Korea, Ministry of Science and ICT, South Korea, Korea Institute of Energy Technology Evaluation and Planning
Affordable and clean energy
Openalex Percentile: Top 34%
Hybrid Renewable Energy Systems
0.53
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.