A comprehensive systematic review of hybrid energy systems: Addressing challenges and future direction
ハイブリッドエネルギーシステムの包括的系统レビュー：課題への対応と将来方向 (AI 翻訳)
Korchagin Ivan, Austine Gachoka Maina, Dilyin Ellijah Nanu, Jacqueline Lukose, Ka Fei Thang, Mohammad Reza Maghami, Mohammad Mazlan, Arthur Mutambara
🤖 gxceed AI 要約
日本語
本レビューは、ハイブリッドエネルギーシステム（HES）の技術・経済・環境・信頼性・政策・サイバーセキュリティの各側面を体系的に分析。再生可能エネルギーの断続性や蓄電劣化などの課題を整理し、AI・機械学習の予測・最適化・リアルタイム制御への応用や、多目的最適化の重要性を指摘。将来は適応的政策設計や循環経済統合を提言し、脱炭素化とエネルギー移行への基盤を提供する。
English
This systematic review analyzes hybrid energy systems (HES) across technical, economic, environmental, reliability, policy, and cyber-physical security dimensions. It identifies challenges such as renewable intermittency and storage degradation, and highlights the growing role of AI/ML in forecasting, optimization, and control. Future directions emphasize adaptive policy, harmonized regulation, cyber-secure digitalization, and circular economy integration, providing a foundation for next-generation HES supporting decarbonization.
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
日本では、再生可能エネルギーの導入拡大に伴い、ハイブリッドシステムの設計や運用が重要。本レビューは、SSBJ開示やエネルギー政策における技術選択の参考となる。
In the global GX context
Globally, hybrid energy systems are central to energy transition and decarbonization. This review provides a holistic framework for policymakers and researchers to address technical, economic, and governance challenges, aligning with ISSB and TCFD disclosure needs for energy infrastructure.
👥 読者別の含意
🔬研究者:HES研究の全体像とAI応用の動向を把握するための包括的なレビューとして有用。
🏢実務担当者:エネルギーシステムの設計や投資判断における多目的最適化の視点を提供。
🏛政策担当者:適応的政策設計と規制調和の重要性を認識するための基礎資料。
📄 Abstract（原文）
Hybrid Energy Systems (HES) have emerged as a vital framework for achieving sustainable, efficient, and resilient energy infrastructures by integrating diverse energy sources and storage technologies. This systematic review provides a comprehensive analysis of HES across technical, economic, environmental, reliability, policy, and cyber-physical security dimensions. Persistent challenges—including renewable intermittency, storage degradation, multi-vector integration complexity, governance gaps, and increasing vulnerability to cyber threats—are examined alongside evolving objectives such as minimizing Net Present Cost (NPC), enhancing system reliability, reducing emissions, and maximizing renewable utilization. The review also incorporates a bibliometric analysis using R Studio and VOSviewer to identify research trends, keyword co-occurrences, and thematic evolution within the field. Additionally, the study highlights the growing role of AI and machine learning in forecasting, optimization, and real-time control, as well as the global shift toward multi-objective frameworks that balance cost, sustainability, resilience, and security. Future directions emphasize adaptive policy design, harmonized regulatory frameworks, cyber-secure digitalization, life cycle sustainability assessment, and circular economy integration. By consolidating insights across technological, economic, environmental, and governance dimensions, this study provides a holistic foundation for developing next-generation hybrid energy systems capable of supporting global decarbonization and energy transition goals.
🔗 Provenance — このレコードを発見したソース
- openalex https://doi.org/10.1016/j.rineng.2026.112165first seen 2026-08-18 04:32:14
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gxceed は公開メタデータに基づく研究支援データセットです。要約・翻訳・解説は AI 支援で生成されています。 最終的な解釈・検証は利用者が原典資料に基づいて行うことを前提とします。