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Dynamic Modeling and Simulation of OCT-Hydrogen Systems for Advanced Control

高度制御のためのOCT-水素システムの動的モデリングとシミュレーション (AI 翻訳)

Rizvi, Syeda, Zarif, Mahdi, Tang, Yufei, VanZwieten, James, Muljadi, Eduard, Hong, Tianqi

Zenodoプレプリント2026-06-02#水素Origin: US
DOI: 10.5281/zenodo.20517437
原典: https://zenodo.org/records/20517437

🤖 gxceed AI 要約

日本語

この研究は、海洋流動タービン(OCT)と水素製造を統合したエネルギー変換ループのモデル化と、効率的な制御戦略の提案を行う。変動する海流速度が発電と水素製造に与える影響を評価するため、水車、発電機、電解槽の動的モデルを構築。さらに、モデル予測制御(MPC)を用いて、水素電解と系統注入への電力配分を最適化し、系統安定性を向上させる。蓄積された水素を系統周波数調整に利用する可能性も検討している。

English

This study models the complete energy conversion loop for hydrogen production from ocean currents, integrating turbine, generator, electrolyzer, and advanced control strategies. A comprehensive simulation assesses the impact of current speed variations on power generation and hydrogen output. Model predictive control (MPC) optimizes power allocation between electrolysis and grid injection to enhance grid stability. The potential use of stored hydrogen for grid support (load balancing, frequency regulation) is also examined, providing insights for scalable marine-hydrogen energy systems.

Unofficial AI-generated summary based on the public title and abstract. Not an official translation.

📝 gxceed 編集解説 — Why this matters

日本のGX文脈において

日本は洋上風力や海洋エネルギーの活用を進めており、水素基本戦略とも連動する。本論文のMPC制御や水素貯蔵による系統支援の知見は、日本における海洋由来水素の実装に向けた制御設計やシステム最適化に示唆を与える。

In the global GX context

This paper advances the emerging field of marine-hydrogen systems, a niche but promising area for decarbonizing coastal and island grids. The dynamic modeling and MPC approach offer a template for integrating variable renewable energy (ocean currents) with hydrogen storage, addressing grid stability—a key global challenge as renewables scale. The findings are relevant to regions with strong ocean currents and hydrogen ambitions, such as Japan, the EU, and the US.

👥 読者別の含意

🔬研究者:Provides a comprehensive dynamic model and MPC framework for marine-hydrogen systems, useful for further research in control and integration.

🏢実務担当者:Offers insights into system sizing and control strategies for deploying marine-hydrogen systems in coastal or remote areas.

🏛政策担当者:Highlights the potential of marine energy for hydrogen production and grid support, informing policies on renewable hydrogen and ocean energy.

📄 Abstract(原文)

Renewable energy is expected to play an increasingly significant role in the future of the energy sector. As renewable energy generation increases, an emerging challenge lies in integrating it into modern power systems, particularly in addressing variability, maintaining stability, and improving control. Wind and solar energy have well-established power characteristics and control mechanisms for grid integration. In contrast, marine energy remains an underutilized yet promising resource due to its stable and predictable nature. However, its offshore deployment and fluctuating flow conditions pose challenges for direct grid integration. A possible solution is coupling marine energy with hydrogen production, enabling efficient energy storage. This study focuses on modeling the complete energy conversion loop for hydrogen production from ocean currents, incorporating the ocean current turbine, generator, electrolyzer, and advanced control strategies to optimize energy conversion and hydrogen production efficiency. A comprehensive simulation model will be developed, integrating hydrodynamic turbine modeling, electrical power conversion, and electrolysis dynamics to assess the impact of ocean current speed variations on power generation and hydrogen production. In addition to system modeling, this study highlights advanced control strategies to ensure the reliable and efficient operation of marine-hydrogen systems, particularly in remote or coastal areas with limited grid infrastructure. To mitigate grid instabilities caused by variable renewable power, a model predictive control (MPC) approach is explored to dynamically regulate power allocation between hydrogen electrolysis and direct grid injection. The control system optimizes power distribution while considering grid constraints, electrolyzer limits, and hydrogen storage capacity. Furthermore, the study examines energy management and storage strategies, evaluating whether stored hydrogen can provide grid support functions such as load balancing and frequency regulation, similar to a synchronous generator. By addressing key challenges in dynamic modeling and control design, this research advances marine energy utilization for sustainable hydrogen production, offering insights into system sizing, energy dispatch, and control methodologies. It lays the foundation for scalable and resilient marine-hydrogen energy solutions.

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