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Implementation of Whale Optimization for Budding Healthiness of Fishes with Preprocessing Approach

This article examines distinctive techniques for monitoring the condition of fishes in underwater and also provides tranquil procedures after catching the fishes. Once the fishes are hooked, two different techniques that are explicitly designed for smoking and drying are implemented for saving the t...

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Autores principales: Kshirsagar, Pravin R., Manaoharan, Hariprasath, Tirth, Vineet, Islam, Saiful, Srivastava, Sandeep, Sahni, Varsha, Thangamani, M., Khanapurkar, M. M., Sundramurthy, Venkatesa Prabhu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8828318/
https://www.ncbi.nlm.nih.gov/pubmed/35154617
http://dx.doi.org/10.1155/2022/2345600
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author Kshirsagar, Pravin R.
Manaoharan, Hariprasath
Tirth, Vineet
Islam, Saiful
Srivastava, Sandeep
Sahni, Varsha
Thangamani, M.
Khanapurkar, M. M.
Sundramurthy, Venkatesa Prabhu
author_facet Kshirsagar, Pravin R.
Manaoharan, Hariprasath
Tirth, Vineet
Islam, Saiful
Srivastava, Sandeep
Sahni, Varsha
Thangamani, M.
Khanapurkar, M. M.
Sundramurthy, Venkatesa Prabhu
author_sort Kshirsagar, Pravin R.
collection PubMed
description This article examines distinctive techniques for monitoring the condition of fishes in underwater and also provides tranquil procedures after catching the fishes. Once the fishes are hooked, two different techniques that are explicitly designed for smoking and drying are implemented for saving the time of fish suppliers. Existing methods do not focus on the optimization algorithms for solving this issue. When considering the optimization problem, the solution is adequate for any number of inputs at time t. For this combined new flanged technique, a precise system model has been designed and incorporated with a set of rules using contention protocols. In addition, the designed system is also instigated with a whale optimization algorithm that is having sufficient capability to test the different parameters of assimilated sensing devices using different sensors. Further to test the effectiveness of the proposed method, an online monitoring system has been presented that can monitor and in turn provides the consequences using a simulation model for better understanding. Moreover, after examining the simulation results under three different scenarios, it has been observed that the proposed method provides an enhancement in real-time monitoring systems for an average of 78%.
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spelling pubmed-88283182022-02-10 Implementation of Whale Optimization for Budding Healthiness of Fishes with Preprocessing Approach Kshirsagar, Pravin R. Manaoharan, Hariprasath Tirth, Vineet Islam, Saiful Srivastava, Sandeep Sahni, Varsha Thangamani, M. Khanapurkar, M. M. Sundramurthy, Venkatesa Prabhu J Healthc Eng Review Article This article examines distinctive techniques for monitoring the condition of fishes in underwater and also provides tranquil procedures after catching the fishes. Once the fishes are hooked, two different techniques that are explicitly designed for smoking and drying are implemented for saving the time of fish suppliers. Existing methods do not focus on the optimization algorithms for solving this issue. When considering the optimization problem, the solution is adequate for any number of inputs at time t. For this combined new flanged technique, a precise system model has been designed and incorporated with a set of rules using contention protocols. In addition, the designed system is also instigated with a whale optimization algorithm that is having sufficient capability to test the different parameters of assimilated sensing devices using different sensors. Further to test the effectiveness of the proposed method, an online monitoring system has been presented that can monitor and in turn provides the consequences using a simulation model for better understanding. Moreover, after examining the simulation results under three different scenarios, it has been observed that the proposed method provides an enhancement in real-time monitoring systems for an average of 78%. Hindawi 2022-02-02 /pmc/articles/PMC8828318/ /pubmed/35154617 http://dx.doi.org/10.1155/2022/2345600 Text en Copyright © 2022 Pravin R. Kshirsagar et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Review Article
Kshirsagar, Pravin R.
Manaoharan, Hariprasath
Tirth, Vineet
Islam, Saiful
Srivastava, Sandeep
Sahni, Varsha
Thangamani, M.
Khanapurkar, M. M.
Sundramurthy, Venkatesa Prabhu
Implementation of Whale Optimization for Budding Healthiness of Fishes with Preprocessing Approach
title Implementation of Whale Optimization for Budding Healthiness of Fishes with Preprocessing Approach
title_full Implementation of Whale Optimization for Budding Healthiness of Fishes with Preprocessing Approach
title_fullStr Implementation of Whale Optimization for Budding Healthiness of Fishes with Preprocessing Approach
title_full_unstemmed Implementation of Whale Optimization for Budding Healthiness of Fishes with Preprocessing Approach
title_short Implementation of Whale Optimization for Budding Healthiness of Fishes with Preprocessing Approach
title_sort implementation of whale optimization for budding healthiness of fishes with preprocessing approach
topic Review Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8828318/
https://www.ncbi.nlm.nih.gov/pubmed/35154617
http://dx.doi.org/10.1155/2022/2345600
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