Smart analytical chemistry: Integrating green, sustainable, white and AI-driven approaches in modern analysis

IF 11.8 1区化学 Q1 CHEMISTRY, ANALYTICAL

Trends in Analytical Chemistry Pub Date : 2025-05-11 DOI:10.1016/j.trac.2025.118295

Chaudhery Mustansar Hussain , Ghazanfar Hussain , Rüstem Keçili

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Abstract

Smart Analytical Chemistry is an emerging and powerful multidisciplinary approach which combines the key features and principles of Green Analytical Chemistry, Sustainable Analytical Chemistry as well as White Analytical Chemistry together with number of emerging technologies including artificial intelligence, automation and miniaturized platforms. This review paper presents how Smart Analytical Chemistry transforms conventional analytical techniques and processes into smart, sustainable, effective, sensitive, portable and powerful platforms which are appropriate for modern scientific and industrial needs. By integrating eco-friendly and sustainable practices with the help of advanced data-driven approaches, Smart Analytical Chemistry provides significant enhancements in analytical performance, decreases resource and energy consumption and also promotes sustainability across diverse application fields of science (i.e. environmental monitoring, food safety, biomedical diagnostic platforms and forensic science). This paper also presents the current drawbacks and challenges related to scalability, ethical considerations, regulatory compliance as well as interdisciplinary collaboration.

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智能分析化学：在现代分析中整合绿色、可持续、白色和人工智能驱动的方法

智能分析化学是一种新兴的、强大的多学科方法，它结合了绿色分析化学、可持续分析化学和白色分析化学的主要特点和原则，以及人工智能、自动化和小型化平台等新兴技术。本文介绍了智能分析化学如何将传统的分析技术和过程转变为适合现代科学和工业需求的智能、可持续、有效、敏感、便携和强大的平台。通过将环保和可持续实践与先进的数据驱动方法相结合，智能分析化学显著提高了分析性能，降低了资源和能源消耗，并促进了不同科学应用领域（即环境监测、食品安全、生物医学诊断平台和法医学）的可持续性。本文还介绍了当前与可扩展性，道德考虑，法规遵从以及跨学科协作相关的缺点和挑战。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Trends in Analytical Chemistry 化学-分析化学

CiteScore

20.00

自引率

4.60%

发文量

257

审稿时长

3.4 months

期刊介绍： TrAC publishes succinct and critical overviews of recent advancements in analytical chemistry, designed to assist analytical chemists and other users of analytical techniques. These reviews offer excellent, up-to-date, and timely coverage of various topics within analytical chemistry. Encompassing areas such as analytical instrumentation, biomedical analysis, biomolecular analysis, biosensors, chemical analysis, chemometrics, clinical chemistry, drug discovery, environmental analysis and monitoring, food analysis, forensic science, laboratory automation, materials science, metabolomics, pesticide-residue analysis, pharmaceutical analysis, proteomics, surface science, and water analysis and monitoring, these critical reviews provide comprehensive insights for practitioners in the field.