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一种基于豪兰德电流源并通过离散傅里叶变换的低成本马铃薯(L.)水分传感器实现方案。

A Low-Cost Implementation of a Potato ( L.) Moisture Sensor Based on the Howland Current Source Through Discrete Fourier Transform.

作者信息

Martinez-Ramirez Laura Giselle, Sierra-Hernandez Juan M, Fitch-Vargas Perla Rosa, Gómez-Salazar Julián Andrés, Bojórquez-Sánchez Carolina, Fernandez-Jaramillo Arturo Alfonso

机构信息

Departamento de Ingeniería Electrónica, División de Ingenierías Campus Irapuato-Salamanca, Universidad de Guanajuato, Carretera Salamanca-Valle de Santiago km 3.5 + 1.8 km, Comunidad de Palo Blanco, Salamanca C.P. 36885, Guanajuato, Mexico.

Facultad de Ciencias del Mar, Universidad Autónoma de Sinaloa, Paseo Clausen S/N, Col. Los Pinos, Mazatlán C.P. 82000, Sinaloa, Mexico.

出版信息

Sensors (Basel). 2025 Jul 15;25(14):4413. doi: 10.3390/s25144413.

DOI:10.3390/s25144413
PMID:40732541
Abstract

The growing demand for the production of food has led to the development of new analytical techniques in the food industry, enabling innovative strategies to streamline food production and ensure its physicochemical and microbiological quality. In this work, a smart sensor was developed using the electrical impedance spectroscopy (EIS) technique. The system is based on discrete Fourier transform (DFT) and incorporates a Howland current source. The experimental results showed that the sensor was able to detect the moisture content in potatoes ( L.). Favorable responses were obtained by exciting the system with two frequency intervals: 0-100 Hz and 500-5000 Hz. An exhaustive analysis of the frequency response was performed to identify the most linear behavior in the moisture measurement, with an R-squared of 0.786 and signals in intervals from 500 to 5000 Hz. Moreover, the linearity remained stable across most frequencies, resulting in consistent measurements, even with the implementation of low-cost components.

摘要

对食品生产的需求不断增长,促使食品行业开发新的分析技术,从而实现创新策略以简化食品生产并确保其物理化学和微生物质量。在这项工作中,利用电阻抗光谱(EIS)技术开发了一种智能传感器。该系统基于离散傅里叶变换(DFT),并包含一个霍兰德电流源。实验结果表明,该传感器能够检测马铃薯(L.)中的水分含量。通过在两个频率区间(0 - 100 Hz和500 - 5000 Hz)激励系统获得了良好的响应。对频率响应进行了详尽分析,以确定水分测量中最线性的行为,相关系数R平方为0.786,且在500至5000 Hz区间有信号。此外,即使采用低成本组件,在大多数频率下线性度仍保持稳定,从而实现一致的测量结果。

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本文引用的文献

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Utilization of Electrical Impedance Spectroscopy and Image Classification for Non-Invasive Early Assessment of Meat Freshness.利用电阻抗谱和图像分类进行非侵入式的肉品新鲜度早期评估。
Sensors (Basel). 2021 Feb 2;21(3):1001. doi: 10.3390/s21031001.
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Model of dehydration and assessment of moisture content on onion using EIS.基于电化学阻抗谱(EIS)的洋葱脱水模型及水分含量评估
J Food Sci Technol. 2019 Jun;56(6):2814-2824. doi: 10.1007/s13197-019-03590-3. Epub 2019 Feb 7.
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Use of terrestrial laser scanning technology for long term high precision deformation monitoring.
利用地面激光扫描技术进行长期高精度变形监测。
Sensors (Basel). 2009;9(12):9873-95. doi: 10.3390/s91209873. Epub 2009 Dec 4.
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