مشخصات پژوهش

صفحه نخست /Green synthesis of ...
عنوان
Green synthesis of Ag2O/B@OP-CDs nanocomposite for pipette tip solid-phase extraction (PT-SPE) of mercury from food samples: optimization by artificial neural networks (ANN) and evolutionary polynomial regression (EPR)
نوع پژوهش مقاله چاپ شده
کلیدواژه‌ها
Carbon quantum dots; Green metrics evaluation; Inorganic mercury; Nanocomposite; Pipette tip solid phase extraction
چکیده
Mercury contamination in food remains a critical public health concern due to its extreme toxicity and bioaccumulation in the environment. Developing rapid, sensitive, and environmentally sustainable methods for its detection is of great importance. In this study, a biodegradable nanocomposite comprising silver oxide nanoparticles and boron-doped carbon quantum dots derived from orange peel waste was introduced. This material served as a high-performance sorbent for pipette-tip solid-phase extraction of inorganic mercury from food samples. Synthesized via a green hydrothermal process using agricultural waste, the resulting ternary nanohybrid leverages the synergistic affinity of Ag2O and OP-CDs toward Hg (II), yielding exceptional extraction efficiency. Notable advantages included rapid extraction kinetics, minimal consumption of sorbent and solvent, and the elimination of toxic reagents, thereby fully aligning with the principles of green analytical chemistry. Extraction parameters were optimized using chemometric and statistical approaches, specifically artificial neural networks and evolutionary polynomial regression, to ensure robust performance. Under optimized conditions, the method represented trace-level detection capability and excellent precision in diverse food matrices. Comprehensive green metric evaluation confirms the sustainability of the approach. This sustainable, AI-enhanced extraction strategy provides an efficient and practical solution for trace mercury analysis in food, with broad potential in food safety monitoring.
پژوهشگران محبوبه شیرانی (نفر اول)، قمر سلامت (نفر دوم)، مهتاب رضایی پیام (نفر سوم)، محمدجواد جهانشاهی (نفر چهارم)، محمد صالح برقی جهرمی (نفر پنجم)، مصطفی سویلک (نفر ششم به بعد)، محبوبه امیرانی پور (نفر ششم به بعد)