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Mechanism-Based Degradation and Structural Integrity of Marine Renewable Energy Systems: Multiscale Modelling, Materials Challenges, and Future Qualification Frameworks

海洋再生可能エネルギーシステムのメカニズムベースの劣化と構造健全性:マルチスケールモデリング、材料課題、および将来の資格認定フレームワーク (AI 翻訳)

M. Amir Siddiq, S. Rahimi, Jianglin Huang, Giribaskar Sivaswamy

Preprints.orgプレプリント2026-04-15#再生可能エネルギーOrigin: Global
DOI: 10.20944/preprints202604.1110.v1
原典: https://doi.org/10.20944/preprints202604.1110.v1
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🤖 gxceed AI 要約

日本語

本レビューは、洋上風力、潮力、波力などの海洋再生可能エネルギーシステムの構造信頼性に焦点を当て、腐食疲労や水素脆化などの複合劣化メカニズムを材料ミクロ組織から工学的性能まで統合的に扱う枠組みを提案する。マルチスケールモデリングとデータ駆動手法を組み合わせ、現行の経験的設計から予測型ライフサイクル設計への移行を目指し、コスト削減と信頼性向上に貢献する。

English

This review addresses structural integrity in marine renewable energy systems (offshore wind, tidal, wave) by linking microstructure-sensitive degradation mechanisms (corrosion-fatigue, hydrogen embrittlement) to system-level reliability. It proposes an integrated framework combining multiscale modelling, manufacturing-aware qualification, and hybrid physics-data approaches to transition from empirical to predictive lifecycle design, improving reliability and cost-effectiveness.

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

日本は洋上風力発電の大規模導入を進めており、過酷な海洋環境下での構造信頼性は重要な課題である。本論文が提案するメカニズムベースの劣化予測手法は、日本の風力発電設備の長寿命化やメンテナンス効率化に貢献し、GX実現に向けた技術基盤を強化する。

In the global GX context

Globally, reducing the cost and uncertainty of marine renewable energy is critical for net-zero targets. This paper offers a pathway to improve reliability through mechanism-based integrity assessment, which is directly applicable to offshore wind, tidal, and wave energy deployments worldwide, supporting the transition to clean energy.

👥 読者別の含意

🔬研究者:Provides a comprehensive integration of microstructure-scale modeling with system reliability for marine renewables, identifying key gaps and proposing a multiscale framework for future research.

🏢実務担当者:Offers insights into failure mechanisms and qualification strategies that can improve design, maintenance, and certification of marine energy structures, reducing lifecycle costs.

🏛政策担当者:Highlights the need for advanced qualification frameworks beyond empirical standards to ensure safe and reliable deployment of marine renewables, informing certification policies.

📄 Abstract(原文)

Marine renewable energy systems, including offshore wind, tidal, and wave technologies, are central to global net-zero strategies but remain constrained by reliability-driven costs and uncertainty in structural performance. In harsh offshore environments, interacting degradation mechanisms (such as corrosion–fatigue, hydrogen embrittlement, variable-amplitude loading, wear, and manufacturing-induced variability) govern failure, yet are not adequately captured by existing empirical design frameworks. This review presents a comprehensive, mechanism-based perspective on structural integrity in marine renewable energy systems, explicitly linking microstructure-sensitive deformation and damage processes to engineering-scale performance and reliability. The materials landscape, including structural steels, titanium alloys, fibre-reinforced composites, and additively manufactured materials, is critically examined with emphasis on process–structure–property–performance relationships. Multiscale modelling approaches are synthesised, spanning crystal plasticity finite element modelling, mesoscale damage formulations, fracture mechanics, structural reliability methods, and emerging digital twin and data-driven frameworks. A key contribution of this work is the integration of microstructure-resolved modelling with system-level reliability and qualification, addressing a critical gap between materials physics and engineering design standards. The review identifies critical limitations in current practices, including the lack of explicit treatment of coupled degradation mechanisms, insufficient representation of manufacturing variability, and the absence of consistent uncertainty propagation across scales. Building on these insights, an integrated, mechanism-resolved framework is proposed that combines multiscale modelling, manufacturing-aware qualification, inspection-informed updating, and hybrid physics–data approaches. This framework supports a transition from static, empirical design towards predictive, lifecycle-based structural integrity assessment, enabling improved reliability, reduced uncertainty, and more cost-effective deployment of next-generation marine renewable energy systems.

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