Marine microalgal biofuels: toward a systems-based circular biofactory
海洋微細藻類バイオ燃料：システムベースの循環型バイオファクトリーに向けて (AI 翻訳)
Siran Feng, Huu Hao Ngo, Zhonghua Cai, Wenshan Guo, Huiying Zhang
🤖 gxceed AI 要約
日本語
海洋微細藻類は持続可能なバイオ燃料原料として有望だが、商業化には系統的な課題がある。本レビューは、微細藻類を循環型バイオファクトリーとして捉え、代謝工学、収穫、変換プロセスの統合を提唱する。AIやデジタルツインの活用による最適化と、高価値副産物の生産が経済的実現性を高める可能性を示す。
English
Marine microalgae are promising for sustainable biofuel but face systemic barriers. This review reframes them as circular biofactories, integrating strain engineering, harvesting, and conversion. It advocates for AI-driven optimization and coproducts to achieve techno-economic viability.
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
本レビューは、日本のGX政策におけるバイオ燃料の位置づけに関連する。海洋微細藻類は食料と競合しないため、日本の限られた土地資源に適する可能性がある。ただし、実用化にはさらなる研究と政策支援が必要。
In the global GX context
This review aligns with global efforts to diversify renewable energy sources. Marine microalgae offer a non-food competing feedstock for biofuels, with potential for circular carbon utilization. However, commercialization remains challenging, requiring integrated systems approaches.
👥 読者別の含意
🔬研究者:Researchers can gain a comprehensive overview of systemic challenges and opportunities in microalgal biofuels.
🏢実務担当者:Practitioners can identify key integration points for developing commercial biorefineries.
🏛政策担当者:Policymakers can learn about the potential and hurdles of marine microalgae for national energy strategies.
📄 Abstract（原文）
Marine microalgae are frequently promoted as sustainable biofuel feedstocks because of their halotolerance, high photosynthetic efficiency, and limited land requirements, yet commercial deployment remains elusive. This gap is primarily systemic rather than biological, reflecting the fragmented development of strain engineering, harvesting, conversion, and sustainability assessment. This review reframes marine microalgae as circular biofactories and advances a system-centric paradigm for integrated biorefineries. We synthesise recent advances in metabolic and genetic engineering, low-energy harvesting, and thermochemical and biochemical conversion, highlighting how cross-stage interdependencies dominate overall performance. We further discuss how artificial intelligence, digital twins, nutrient recycling, carbon utilisation, and high-value coproducts enable predictive optimisation and techno-economic viability. This perspective provides a road map for translating marine microalgal biofuels from laboratory promise to industrial relevance.
🔗 Provenance — このレコードを発見したソース
- openalex https://doi.org/10.1016/j.tibtech.2026.04.006first seen 2026-05-17 07:06:13 · last seen 2026-05-20 04:53:39
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