Capacitive Impedance Analysis for Noncontact Assessment of Fruit Quality and Ripening

Fahimeh Masoumi;Andrea Gottardo;Pietro Ibba;Matteo Caffini;Antonio Altana;Sundus Riaz;Luisa Petti;Paolo Lugli
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Abstract

This article presents a comprehensive examination of the development of a non-contact measuring technique for determining fruit quality. Capacitance measurements were performed on soap (reference), banana, and nectarine samples across a frequency range of 5 Hz–200 kHz for banana and soap, and 10 Hz–1 MHz for nectarine. The data analysis revealed consistent trends in series capacitance ( $C_{s}$ ), indicating its suitability for future investigation. Additionally, temperature compensation improved data accuracy. Compensated capacitance data, obtained through linear fitting coefficients from the first 18 hours of data, showed distinct trends in banana samples, with a reduction of 6.76% on the first day and an additional 3.38% on the last day, illustrating the impact of aging. In contrast, the soap reference sample exhibited constant capacitance behavior over time. The response of the system to the presence and absence of the fruit sample and the effect of mass loss of the banana fruit on the Cs trends were also examined. The system's capacity to differentiate between undamaged and damaged samples was demonstrated after the investigation was expanded to include 51 nectarines. Following the impact damage, $C_{s}$ significantly increased, particularly one hour later, aligning with biochemical changes associated with mechanical damage. ANOVA, a type of multivariate analysis, highlighted the system's efficacy. The system demonstrated preserved damage detection even 24 hours after impact, despite temperature variations. This study provides valuable insights into non-contact measurement methods for potential industrial use, considering the effect of temperature and sample-specific analysis in the accurate evaluation of fruit quality.
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用于非接触式评估水果质量和成熟度的电容阻抗分析法
本文全面介绍了用于测定水果质量的非接触式测量技术的开发情况。对肥皂(参考)、香蕉和油桃样品进行了电容测量,香蕉和肥皂的频率范围为 5 Hz-200 kHz,油桃的频率范围为 10 Hz-1 MHz。数据分析显示串联电容($C_{s}$)的趋势一致,表明其适合未来的研究。此外,温度补偿提高了数据的准确性。通过前 18 小时数据的线性拟合系数获得的补偿电容数据显示了香蕉样品的明显趋势,第一天降低了 6.76%,最后一天又降低了 3.38%,说明了老化的影响。与此相反,肥皂参考样品的电容值在一段时间内保持不变。此外,还研究了系统对水果样品存在和不存在的反应,以及香蕉水果质量损失对 Cs 变化趋势的影响。调查范围扩大到 51 个油桃后,系统区分未损坏和已损坏样品的能力得到了证明。在受到冲击破坏后,C_{s}$ 明显增加,尤其是在一小时后,这与机械破坏引起的生化变化一致。方差分析(一种多变量分析)凸显了该系统的功效。即使在撞击 24 小时后,尽管温度发生变化,该系统仍能保持损伤检测。考虑到温度和特定样品分析对准确评估水果质量的影响,这项研究为潜在工业用途的非接触式测量方法提供了宝贵的见解。
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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2024 Index IEEE Transactions on AgriFood Electronics Vol. 2 Table of Contents Front Cover IEEE Circuits and Systems Society Information IEEE Circuits and Systems Society Information
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