水・アンモニア系触媒材料・集光型太陽熱発電のAI支援統合による高効率・低炭素な海洋エネルギーシステム
Artificial intelligence-enabled integration of water, ammonia based catalytic materials, and concentrated solar power for energy-efficient and low carbon neutral marine energy systems (原題)
Rashmi Singh, Sreenivas Punna, Suvashitha Pusuluru, Parthasarathy S, Dharshan Kesavan Potti, Farid Menaa, S.M. Indumathi, Madhumita Ravikumar, Selvarajan Ethiraj
🤖 gxceed AI 要約
日本語
本Perspectiveは、集光型太陽熱発電（CSP）、水媒介プロセス、アンモニア系触媒システムを組み合わせた低炭素な船舶エネルギー経路を検討する。4種のCSP構成を比較し、船上統合の課題や水・エネルギー nexus、ボイルオフガス再液化への応用を論じる。AI・機械学習を触媒選定や熱統合の最適化ツールとして位置づけ、風力・蓄電池との統合可能性も示す。
English
This Perspective examines integrating concentrated solar power (CSP), water-mediated processes, and ammonia-based catalytic systems for low-carbon marine energy. It compares four CSP configurations and their onboard integration challenges, addresses the water-energy nexus and boil-off gas reliquefaction, and proposes AI/ML for optimizing catalyst selection, thermal integration, and hybrid system performance.
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
海運の脱炭素は日本でも国際海運GHG戦略や次世代燃料（アンモニア）導入と直結し、日本の造船・海運・エネルギー企業の技術戦略に示唆を与える。ただし開示・評価フレームワークとの接続は薄い。
In the global GX context
Maritime decarbonization is central to IMO GHG strategy and alternative-fuel transition finance; this paper's AI-optimized CSP/ammonia framing adds to the technology pathway literature but does not engage ISSB/TCFD disclosure directly.
👥 読者別の含意
🔬研究者:CSP・アンモニア燃料・AI最適化を組み合わせた船舶エネルギーシステム研究の展望を得られる。
🏢実務担当者:海運・造船の脱炭素技術選定や燃料戦略の検討材料になるが、開示実務への直接示唆は限定的。
🏛政策担当者:海運脱炭素の技術ロードマップ検討において、太陽熱・アンモニア・AI統合の可能性を参照できる。
📄 Abstract（原文）
The accelerating transition toward decarbonized maritime transport has intensified the need for energy-efficient technologies that integrate renewable energy, sustainable fuels, and responsible water utilization. This Perspective explores the integration of concentrated solar power (CSP), water-mediated processes, and ammonia-based catalytic systems as a potential pathway for low-carbon marine energy applications. Comparison of photovoltaic and concentrated solar power technologies is presented, followed by an assessment of four CSP configurations: parabolic trough collectors, solar power towers, linear Fresnel reflectors, and parabolic dish systems. Their published technical characteristics and potential maritime integration challenges are discussed, including operating temperatures, conversion efficiencies, solar tracking requirements, installation constraints, and sensitivity to vessel movement. Particular attention is given to the water–energy nexus, including opportunities for water-assisted thermal management, heat recovery, process optimization, and efficient onboard resource utilization. The potential application of CSP-derived thermal energy to boil-off gas (BOG) management and reliquefaction is also discussed, with consideration of environmentally preferable working fluids such as hydrogen, nitrogen, and ammonia. Artificial intelligence and machine learning are proposed as enabling tools for optimizing catalytic material selection, water and energy consumption, operating conditions, thermal integration, and hybrid system performance. Integration with wind energy, battery storage, and other renewable marine technologies could further address solar intermittency and improve system reliability. Key material, process, environmental, and scale-up challenges are identified, providing a forward-looking framework for integrating water, renewable thermal energy, ammonia based catalytic processes, and intelligent optimization toward energy-efficient and lower-carbon maritime systems.
🔗 Provenance — このレコードを発見したソース
- openalex https://doi.org/10.3389/fenef.2026.2009819first seen 2026-11-15 05:11:29
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