Cole Bio-Impedance Model Variations in $Daucus~Carota~Sativus$ Under Heating and Freezing Conditions

This paper reports on the variations in the parameters of the single dispersion Cole bio-impedance model of Daucus Carota Sativus (carrots) under heating and freezing conditions. Experiments are conducted on six samples with recorded live bio-impedance spectra versus temperature. The Cole model parameters are extracted from the measured data using the Flower Pollination Algorithm (FPA) optimization technique and their variations are correlated with well-known bio-chemical and bio-mechanical variations. This represents a non-invasive method for characterizing and measuring the degree of change in biological cellular morphology and composition.

[1]  Marc Hendrickx,et al.  Carrot β-carotene degradation and isomerization kinetics during thermal processing in the presence of oil. , 2012, Journal of agricultural and food chemistry.

[2]  J. P. Buren,et al.  THE CHEMISTRY OF TEXTURE IN FRUITS AND VEGETABLES , 1979 .

[3]  D. Northcote.  Chemistry of the Plant Cell Wall , 1972 .

[4]  R. S. Pearce,et al.  Plant Freezing and Damage , 2001 .

[5]  M. Hendrickx,et al.  Pectin fraction interconversions: Insight into understanding texture evolution of thermally processed carrots. , 2006, Journal of agricultural and food chemistry.

[6]  H. Ramaswamy,et al.  Effect of high pressure processing on the texture of selected fruits and vegetables , 1998 .

[7]  Sreeurpa Ray,et al.  The Cell: A Molecular Approach , 1996 .

[8]  Ahmed S. Elwakil,et al.  Extracting the parameters of the single-dispersion Cole bioimpedance model using a magnitude-only method , 2015, Comput. Electron. Agric..

[9]  K. Muhlethaler.  Ultrastructure and Formation of Plant Cell Walls , 1967 .

[10]  Todd J. Freeborn,et al.  A Survey of Fractional-Order Circuit Models for Biology and Biomedicine , 2013, IEEE Journal on Emerging and Selected Topics in Circuits and Systems.

[11]  Juan Manuel Ponce,et al.  Automatic Counting and Individual Size and Mass Estimation of Olive-Fruits Through Computer Vision Techniques , 2019, IEEE Access.

[12]  Guan Gui,et al.  Multi-Task Cascaded Convolutional Networks Based Intelligent Fruit Detection for Designing Automated Robot , 2019, IEEE Access.

[13]  Shiva Gholami-Boroujeny,et al.  Extraction of Cole parameters from the electrical bioimpedance spectrum using stochastic optimization algorithms , 2015, Medical & Biological Engineering & Computing.

[14]  K. Waldron,et al.  Effect of Cooking and Pre‐Cooking on Cell‐Wall Chemistry in Relation to Firmness of Carrot Tissues , 1997 .

[15]  Debalina Ghosh,et al.  Synthesis of linear aperiodic array using Cauchy mutated cat swarm optimization , 2017 .

[16]  Wilson Castro,et al.  Classification of Cape Gooseberry Fruit According to its Level of Ripeness Using Machine Learning Techniques and Different Color Spaces , 2019, IEEE Access.

[17]  D. Northcote.  THE CELL WALLS OF HIGHER PLANTS: THEIR COMPOSITION, STRUCTURE AND GROWTH , 1958 .

[18]  Weikuan Jia,et al.  A Detection Method for Apple Fruits Based on Color and Shape Features , 2019, IEEE Access.

[19]  Ahmed S. Elwakil,et al.  Experimental comparison of integer/fractional-order electrical models of plant , 2017 .

[20]  R. D. Preston,et al.  The physical biology of plant cell walls , 1975 .

[21]  A. V. Van Loey,et al.  Effect of high pressure/high temperature processing on cell wall pectic substances in relation to firmness of carrot tissue. , 2008, Communications in agricultural and applied biological sciences.

[22]  Kenneth S. Cole,et al.  PERMEABILITY AND IMPERMEABILITY OF CELL MEMBRANES FOR IONS , 1940 .

[23]  T. Repo,et al.  Electrical impedance analysis in plant tissues: on the biological meaning of Cole-Cole α in Scots pine needles , 1995, European Biophysics Journal.

[24]  Fernando Seoane,et al.  Cole equation and parameter estimation from electrical bioimpedance spectroscopy measurements - A comparative study , 2009, 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[25]  Dalia Yousri,et al.  Biologically Inspired Optimization Algorithms for Fractional-Order Bioimpedance Models Parameters Extraction , 2018 .

[26]  Tapani Repo,et al.  Modelling Woody Plant Tissues5 , 1993 .

[27]  Dalia Yousri,et al.  Biological Inspired Optimization Algorithms for Cole-Impedance Parameters Identification , 2017 .

[28]  M. I. Zhang,et al.  Electrical impedance analysis in plant tissues: The effect of freeze-thaw injury on the electrical properties of potato tuber and carrot root tissues , 1992 .