Literature DB >> 31749488

Application of image analysis technique to determine cleaning of ohmic heating system for milk.

Priyanka Rangi1, P S Minz2, Gajanan P Deshmukh1, P Subramani3, Ripudaman Singh4.   

Abstract

Cleaning of equipment is one of the major areas of concern in food industry. Image analysis technique was used to assess the cleaning effectiveness and optimize the CIP protocol for ohmic heating setup. Process parameters selected for optimization of cleaning were caustic concentration (1.0, 1.5, 2.0 and 2.5%), caustic temperature (70, 75, 80 and 85 °C), acid concentration (0.00, 0.25, 0.5 and 0.75%), and acid temperature (40, 50, 60 and 70 °C). Time for caustic treatment was varied from 5 to 20 min at an interval of 5 min, while time acid treatment was kept at a constant of 10 min. Taguchi orthogonal array design was used generate different combinations of acid and alkali concentration and temperature. Images of ohmic heating plates were taken before and after the cleaning procedure. MATLAB program was developed to analyze and extract Gray-Level Co-occurrence (GLCM) matrix properties from the image. Optimized combination was selected based on the highest value of desirability factor among all the experimental set of trials. Treatment with 1.5% caustic concentration at 70 °C for 5 min followed by 0.5% nitric acid concentration at 60 °C was found optimum effective CIP of the heating plates used in ohmic heating setup. GLCM properties correlation, cluster prominence, cluster shade, entropy, homogeneity and inverse difference moment normalized were found suitable for analysis of cleaning effectiveness and optimization of the CIP protocol. © Association of Food Scientists & Technologists (India) 2019.

Entities:  

Keywords:  CIP; GLCM; Image analysis; Ohmic heating; Optimization

Year:  2019        PMID: 31749488      PMCID: PMC6838278          DOI: 10.1007/s13197-019-04011-1

Source DB:  PubMed          Journal:  J Food Sci Technol        ISSN: 0022-1155            Impact factor:   2.701


  7 in total

Review 1.  Technology, applications and modelling of ohmic heating: a review.

Authors:  K Shiby Varghese; M C Pandey; K Radhakrishna; A S Bawa
Journal:  J Food Sci Technol       Date:  2012-04-29       Impact factor: 2.701

2.  Improvement of cooking quality of germinated brown rice attributed to the fissures caused by microwave drying.

Authors:  Liuyang Shen; Yong Zhu; Lei Wang; Chenghai Liu; Chai Liu; Xianzhe Zheng
Journal:  J Food Sci Technol       Date:  2019-04-10       Impact factor: 2.701

3.  Studies on the effect of ohmic heating on oil recovery and quality of sesame seeds.

Authors:  Kirti Kumari; V D Mudgal; Gajanan Viswasrao; Himani Srivastava
Journal:  J Food Sci Technol       Date:  2016-01-14       Impact factor: 2.701

4.  Vacuum radio frequency drying: a novel method to improve the main qualities of chicken powders.

Authors:  Xin-Li Ran; Min Zhang; Yuchuan Wang; Yaping Liu
Journal:  J Food Sci Technol       Date:  2019-07-22       Impact factor: 2.701

5.  Combined impact of pulsed electric field and ultrasound on bioactive compounds and FT-IR analysis of almond extract.

Authors:  Muhammad Faisal Manzoor; Xin-An Zeng; Abdul Rahaman; Azhari Siddeeg; Rana Muhammad Aadil; Zahoor Ahmed; Jian Li; Debao Niu
Journal:  J Food Sci Technol       Date:  2019-04-02       Impact factor: 2.701

6.  Application of ohmic heating for concentration of milk.

Authors:  Pankaj Parmar; Ashish Kumar Singh; Ganga Sahay Meena; Sanket Borad; P N Raju
Journal:  J Food Sci Technol       Date:  2018-09-24       Impact factor: 2.701

Review 7.  Review of conventional and novel food processing methods on food allergens.

Authors:  Sai Kranthi Vanga; Ashutosh Singh; Vijaya Raghavan
Journal:  Crit Rev Food Sci Nutr       Date:  2017-07-03       Impact factor: 11.176

  7 in total

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