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Integration of Structural Health Monitoring with Sustainability Indicators: A Systematic Review Bridging Resilience and Green Construction Goals

構造ヘルスモニタリングと持続可能性指標の統合:レジリエンスとグリーン建設目標を橋渡しする系統的レビュー (AI 翻訳)

M. Khubaib, Z. Asghar

Fusion Journal of Engineering and Sciences📚 査読済 / ジャーナル2026-03-28#その他Origin: Global経営インパクト: コスト削減対象セクター: construction
DOI: 10.64615/fjes...2026.109
原典: https://doi.org/10.64615/fjes...2026.109

🤖 gxceed AI 要約

日本語

2000年から2025年までの文献をPRISMA手法で系統的にレビューし、構造ヘルスモニタリング(SHM)と持続可能性指標の統合を探る。SHM技術、センサー、データ分析の進化を追跡し、エネルギー性能、エンボディドカーボン、材料効率などの指標との関連を分析。BIM、デジタルツイン、IoT、機械学習などのデジタルツールを活用したフレームワークを提案。

English

This systematic review examines how Structural Health Monitoring (SHM) integrates with sustainability indicators for resilient and green infrastructure. It traces the evolution of SHM technologies and identifies links to energy performance, embodied carbon, and life-cycle impacts. The review proposes a conceptual framework using digital tools like BIM, digital twins, IoT, and machine learning to map SHM outputs to sustainability outcomes.

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

日本の建設業界では、国土強靱化とカーボンニュートラル推進の両立が求められている。本レビューは、SHMと持続可能性指標の統合枠組みを提示し、日本のインフラ老朽化対策とGX投資に示唆を与える。特に、橋梁や建築物の長寿命化とLCA評価の接続に役立つ。

In the global GX context

Globally, infrastructure sustainability requires integrating resilience and green goals. This review bridges structural health monitoring with sustainability indicators, offering a data-driven approach for asset management. It aligns with TCFD's focus on physical risk and ISSB's sustainability disclosure by providing measurable indicators for infrastructure performance and life-cycle impacts.

👥 読者別の含意

🔬研究者:This review offers a comprehensive framework for linking SHM data with sustainability metrics, guiding future research on data-driven infrastructure management.

🏢実務担当者:Engineering firms can use the proposed framework to integrate SHM with sustainability reporting and optimize asset life-cycle costs.

🏛政策担当者:Regulators can consider standardizing metrics for infrastructure sustainability incorporating SHM data to support resilience and decarbonization policies.

📄 Abstract(原文)

The increasing demand for resilient and environmentally responsible infrastructure has driven a shift from conventional structural safety assessment toward integrated, performance-driven sustainability management. Structural Health Monitoring (SHM), traditionally used for damage detection and condition assessment, is increasingly recognized as a key enabler of sustainable infrastructure by providing continuous, data-driven insights across the asset life cycle. This systematic review synthesizes peer-reviewed literature published between 2000 and 2025 using a PRISMA-based methodology to examine how SHM can be integrated with sustainability indicators to bridge resilience objectives and green construction goals. The review traces the evolution of SHM technologies, sensor systems, and data analytics, highlighting their growing role in performance assessment, predictive maintenance, and post-event resilience evaluation for bridges, buildings, and heritage structures. It further examines sustainability indicators relevant to infrastructure systems, including energy performance, embodied carbon, material efficiency, durability, adaptability, and life-cycle impacts, emphasizing their importance in long-term decision-making and asset management. Through thematic synthesis, the review identifies emerging approaches that link SHM data with sustainability outcomes via digital tools such as BIM, digital twins, IoT-enabled monitoring, and machine learning–based predictive models. Persistent challenges are identified, including fragmented research, lack of standardized metrics, data interoperability issues, and barriers to cross-disciplinary adoption. To address these gaps, a conceptual framework is proposed that maps SHM outputs to sustainability indicators through feedback loops supporting adaptive management, life-cycle optimization, and resilience-informed sustainability strategies. Overall, the review establishes a foundation for advancing SHM as a core component of sustainable and resilient infrastructure systems.

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