Utilization of Electrical Impedance Spectroscopy and Image Classification for Non-Invasive Early Assessment of Meat Freshness

Utilization of Electrical Impedance Spectroscopy and Image Classification for Non-Invasive Early Assessment of Meat Freshness

This study presents a system for assessing the freshness of meat with electrical impedance spectroscopy (EIS) in the frequency range of 125 Hz to 128 kHz combined with an image classifier for non-destructive and low-cost applications. The freshness standard is established by measuring the aerobic pl...

Full description

Bibliographic Details
Main Authors:	Sooin Huh, Hye-Jin Kim, Seungah Lee, Jinwoo Cho, Aera Jang, Joonsung Bae
Format:	Article
Language:	English
Published:	MDPI AG 2021-02-01
Series:	Sensors
Subjects:	freshness evaluation electrical impedance spectroscopy (EIS) machine learning
Online Access:	https://www.mdpi.com/1424-8220/21/3/1001

Similar Items

Electrochemical Impedance Spectroscopy (EIS): Principles, Construction, and Biosensing Applications
by: Hend S. Magar, et al.
Published: (2021-10-01)

Electrochemical Impedance Spectroscopy on 2D Nanomaterial MXene Modified Interfaces: Application as a Characterization and Transducing Tool
by: Juvissan Aguedo, et al.
Published: (2020-12-01)

An Impedance Sensor in Detection of Immunoglobulin G with Interdigitated Electrodes on Flexible Substrate
by: Kai Jin, et al.
Published: (2020-06-01)

The Use of Electrochemical Impedance Spectroscopy as a Tool for the In-Situ Monitoring and Characterization of Carbon Nanotube Aqueous Dispersions
by: Aikaterini Gkaravela, et al.
Published: (2022-12-01)

Silver Thread-Based Microfluidic Platform for Detection of Essential Oils Using Impedance Spectroscopy
by: Tijana Kojic, et al.
Published: (2022-04-01)

High resolution monitoring of valvular interstitial cell driven pathomechanisms in procalcific environment using label-free impedance spectroscopy
by: Julia Böttner, et al.
Published: (2023-06-01)

Electrochemical impedance spectroscopy /
by: 272850 Orazem, Mark E, et al.
Published: (2008)

Electrical Modeling and Characterization of Electrochemical Impedance Spectroscopy-Based Energy Storage Systems
by: Lei Bai, et al.
Published: (2024-07-01)

In-Operando Impedance Spectroscopy and Ultrasonic Measurements during High-Temperature Abuse Experiments on Lithium-Ion Batteries
by: Hendrik Zappen, et al.
Published: (2020-04-01)

Impedance spectroscopy : theory, experiment, and applications /
by: Barsoukov, Evgenij, et al.
Published: (2005)

Analysis of Electrochemical Impedance Data: Use of Deep Neural Networks
by: Dulyawat Doonyapisut, et al.
Published: (2023-08-01)

A Novel Stimulation and impedance sensing Setup for Dielectrophoresis based Microfluidic Platform
by: Sameh Sherif, et al.
Published: (2023-02-01)

A Digital Microfluidic Device Integrated with Electrochemical Impedance Spectroscopy for Cell-Based Immunoassay
by: Yuqian Zhang, et al.
Published: (2022-05-01)

Robust Approach to Battery Equivalent-Circuit-Model Parameter Extraction Using Electrochemical Impedance Spectroscopy
by: Marzia Abaspour, et al.
Published: (2022-12-01)

Multi-Cell and Wide-Frequency In-Situ Battery Impedance Spectroscopy
by: Arne Sandschulte, et al.
Published: (2023-01-01)

Lecture notes on impedance spectroscopy : measurement, modeling and applications /
by: Kanoun, Olfa, editor
Published: (2014)

Lecture notes on impedance spectroscopy : measurement, modeling and applications /
by: Kanoun, Olfa
Published: (2011)

Battery Parameter Analysis through Electrochemical Impedance Spectroscopy at Different State of Charge Levels
by: Yuchao Wu, et al.
Published: (2023-04-01)

Inkjet-Printed Porous Silver Thin Film as a Cathode for a Low-Temperature Solid Oxide Fuel Cell
by: Yu, Chen-Chiang, et al.
Published: (2017)

DECiM: Determination of equivalent circuit models
by: Hendrik P. Rodenburg, et al.
Published: (2024-09-01)

The Influence of Electrode Impedance on the Parameters of Visual Evoked Potentials
by: Joanna Górecka
Published: (2025-01-01)

Design of Reconfigurable Time-to-Digital Converter Based on Cascaded Time Interpolators for Electrical Impedance Spectroscopy
by: Sounghun Shin, et al.
Published: (2020-03-01)

Experimental Analysis of Catalyst Layer Operation in a High-Temperature Proton Exchange Membrane Fuel Cell by Electrochemical Impedance Spectroscopy
by: Andrea Baricci, et al.
Published: (2023-06-01)

Impedance spectroscopy: emphasizing solid materials and systems/
by: MacDonald, J. Ross
Published: (1987)

Determination of the Bentonite Content in Molding Sands Using AI-Enhanced Electrical Impedance Spectroscopy
by: Xiaohu Ma, et al.
Published: (2024-12-01)

Electrochemical Impedance Spectroscopy for Investigation of Different Losses in 4-cells Short Stack with Integrated Humidifier and Water Separator
by: Ebrahim Alizadeh, et al.
Published: (2016-12-01)

Classification of Sand-Binder Mixtures from the Foundry Industry Using Electrical Impedance Spectroscopy and Support Vector Machines
by: Luca Bifano, et al.
Published: (2024-03-01)

Exploring faradaic and non-faradaic electrochemical impedance spectroscopy approaches in Parkinson's disease diagnosis
by: Hussaini Adam, et al.
Published: (2024-03-01)

Highly Integrated Online Multi-Channel Electrochemical Impedance Spectroscopy Measurement Device for Fuel Cell Stack
by: Tiancai Ma, et al.
Published: (2022-05-01)

Electrical impedance spectroscopy for non-destructive meat freshness assessment
by: Shiqian Wang, et al.
Published: (2024-12-01)

A new label free spiral sensor using impedance spectroscopy to characterize hepatocellular carcinoma in tissue and serum samples
by: Reda Abdelbaset, et al.
Published: (2024-06-01)

Corrosion Protection Evaluation of Mild Steel: The Role of Hybrid Materials Loaded with Inhibitors
by: Ioannis A. Kartsonakis, et al.
Published: (2020-09-01)

Low-Cost Impedance Camera for Cell Distribution Monitoring
by: Bo Tang, et al.
Published: (2023-02-01)

Classification between Normal and Cancerous Human Urothelial Cells by Using Micro-Dimensional Electrochemical Impedance Spectroscopy Combined with Machine Learning
by: Ho-Jung Jeong, et al.
Published: (2022-10-01)

A Label-Free Electrical Impedance Spectroscopy for Detection of Clusters of Extracellular Vesicles Based on Their Unique Dielectric Properties
by: Yuqian Zhang, et al.
Published: (2022-02-01)

Electrochemical Impedance Spectroscopy of Core‐Shell Nanofiber Cathodes, with Ce0.9Gd0.1O1.95 (Core) and Cu‐Doped La0.6Sr0.4MnO3 (Shell), for Application in Solid Oxide Fuel Cells
by: Dr. Caterina Sanna, et al.
Published: (2023-07-01)

Electrical Impedance Spectroscopy for Monitoring Chemoresistance of Cancer Cells
by: Lexi L. Crowell, et al.
Published: (2020-08-01)

An Impedance-Based Immunosensor for the Detection of Ovalbumin in White Wine
by: Alessia Calabrese, et al.
Published: (2023-06-01)

Impact of Relaxation Time on Electrochemical Impedance Spectroscopy Characterization of the Most Common Lithium Battery Technologies—Experimental Study and Chemistry-Neutral Modeling
by: Md Sazzad Hosen, et al.
Published: (2021-05-01)

FRUIT SWEETNESS CHARACTERIZATION USING IMPEDANCE SPECTROSCOPY METHOD
by: Rahmondia N Setiadi, et al.
Published: (2019-08-01)