Carbon-Based Microfluidic Sensors for Water Monitoring
カーボンベースのマイクロ流体センサーによる水質モニタリング (AI 翻訳)
Guihe Li, Jia Yao
🤖 gxceed AI 要約
日本語
本レビューは、グラフェンやカーボンナノチューブなどの炭素材料を用いたマイクロ流体センサーによる水質モニタリング技術の最近の進展をまとめている。重金属イオン、栄養塩、新興汚染物質の検出に焦点を当て、紙ベース、ポリマーベース、MEMSベースなどの統合戦略を紹介。AI支援分析や自己修復機能などの将来展望も述べられている。
English
This review summarizes recent advances in carbon-based microfluidic sensors for water monitoring, focusing on detection of heavy metals, nutrients, and emerging contaminants. It discusses integration strategies including paper-based, polymer-based, and MEMS platforms, and highlights future directions such as AI-assisted analytics and self-healing capabilities.
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
日本の水質規制や産業排水管理の文脈では、現場でのリアルタイムモニタリングの需要が高まっており、本レビューで紹介される低コスト・ポータブルセンサー技術は実用的価値が高い。ただし、SSBJや気候関連開示との直接的な接点はない。
In the global GX context
Globally, water quality monitoring is critical for environmental protection and public health. This review covers carbon-based microfluidic sensors that could enable low-cost, field-deployable systems, though it does not directly address climate disclosure or decarbonization.
👥 読者別の含意
🔬研究者:Researchers working on electrochemical sensors or microfluidics will find a comprehensive overview of carbon materials and integration strategies.
🏢実務担当者:Environmental monitoring companies and water utilities can explore developing portable sensor systems using carbon-based materials.
🏛政策担当者:Policymakers focused on water quality regulation may note the potential for real-time monitoring but the paper is primarily technical.
📄 Abstract（原文）
Carbon-based materials, including graphene, carbon nanotubes, laser-induced graphene, and pyrolyzed glassy carbon, are widely used in sensing applications due to their high conductivity, large surface area, and tunable surface chemistry. Meanwhile, microfluidic systems enable precise fluid handling, reduced sample consumption, and enhanced analytical performance through improved mass transport and device miniaturization. The integration of carbon-based materials with microfluidic platforms has enabled the development of compact, portable, and highly sensitive devices for water monitoring. This review summarizes recent advances in carbon-based microfluidic sensors for water monitoring applications. Key carbon materials and their sensing mechanisms, particularly electrochemical transduction, are discussed. Various microfluidic integration strategies, including paper-based devices, polymer-based devices, MEMS-based systems, and flexible platforms, are highlighted, with emphasis on mass transport enhancement and overall system performance. Representative recent advances in carbon-based microfluidic sensors for water monitoring, including the detection of heavy metal ions, nutrients, and emerging contaminants, are reviewed. Finally, challenges related to scalable manufacturing, long-term operational stability, biofouling/surface fouling, and reproducible system integration are discussed, together with future perspectives on intelligent carbon-based microfluidic platforms featuring AI-assisted analytics, sense-response functionality, and self-healing and dynamic antifouling capabilities for water monitoring. These advances are expected to enable real-time, low-cost, and field-deployable water monitoring systems for environmental protection and public health management. Overall, this review highlights the critical role of integrating carbon-based sensing materials with microfluidic engineering in advancing next-generation water monitoring technologies.
🔗 Provenance — このレコードを発見したソース
- openalex https://doi.org/10.3390/c12030057first seen 2026-07-10 05:23:18 · last seen 2026-07-10 05:29:05
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