{"id":7489,"date":"2024-06-04T17:42:03","date_gmt":"2024-06-04T17:42:03","guid":{"rendered":"https:\/\/seybold-report.com\/?page_id=7489"},"modified":"2024-06-04T17:53:58","modified_gmt":"2024-06-04T17:53:58","slug":"mushtaq-d-m-2","status":"publish","type":"page","link":"https:\/\/seybold-report.com\/index.php\/mushtaq-d-m-2\/","title":{"rendered":"Mushtaq D M"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"7489\" class=\"elementor elementor-7489\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6063287 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6063287\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e5ecab9\" data-id=\"e5ecab9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b5bb5a9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b5bb5a9\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-de3c1f0\" data-id=\"de3c1f0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bbd593a elementor-widget elementor-widget-text-editor\" data-id=\"bbd593a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.18.0 - 20-12-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<h5><strong>TITLE:\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0<\/strong><\/h5><p><a href=\"https:\/\/seybold-report.com\/\"><strong>Exploring Innovations in Aquaculture: A Comprehensive Investigation of Smart Fish Farming Techniques<\/strong><\/a><\/p><p><strong>AUTHORS:\u00a0<\/strong><\/p><p><strong>Mushtaq Ahmed D M<\/strong><strong>, S R Mani Sekhar, Ashok Kumar A R, Pavithra N<\/strong><\/p><p><strong>\u00a0<\/strong><strong>DOI<\/strong>:\u00a0 <a href=\"https:\/\/doi-ojs.org\/10-5110-77-1604\/\">10.5110\/77. 1604\u00a0 \u00a0<\/a> \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0<strong>Page:\u00a0 \u00a004-17<\/strong>\u00a0 \u00a0 \u00a0 \u00a0\u00a0<strong>\u00a0Vol:<\/strong> 19\u00a0 \u00a0 <strong>Issue:<\/strong> 06\u00a0 \u00a0<strong>Year:<\/strong> 2024<\/p><p><img decoding=\"async\" class=\"alignnone wp-image-3235\" src=\"https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/10\/creative-commons-cc-character-785334-300x300.png\" alt=\"creative commons, cc, character-785334.jpg\" width=\"26\" height=\"26\" srcset=\"https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/10\/creative-commons-cc-character-785334-300x300.png 300w, https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/10\/creative-commons-cc-character-785334-1022x1024.png 1022w, https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/10\/creative-commons-cc-character-785334-150x150.png 150w, https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/10\/creative-commons-cc-character-785334-768x769.png 768w, https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/10\/creative-commons-cc-character-785334.png 1278w\" sizes=\"(max-width: 26px) 100vw, 26px\" \/>\u00a0 \u00a0<img decoding=\"async\" class=\"alignnone size-medium wp-image-1242\" src=\"https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/06\/kjk-e1687889230616-300x14.png\" alt=\"\" width=\"300\" height=\"14\" srcset=\"https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/06\/kjk-e1687889230616-300x14.png 300w, https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/06\/kjk-e1687889230616-768x36.png 768w, https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/06\/kjk-e1687889230616.png 900w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p><p><strong>ABSTRACT<\/strong><\/p><p>Aquaculture, or fish farming, is a crucial industry for satisfying the rising demand for seafood on a global basis. However, issues with disease identification, feed optimization, environmental effect, and water quality control frequently confront conventional agricultural practices. Combining artificial intelligence (AI) and Internet of Things (IoT) technology offers a viable way to overcome these obstacles and improve the sustainability and effectiveness of fish farming methods. IoT sensors deployed in aquaculture facilities enable real-time monitoring of crucial parameters such as water temperature, pH levels, dissolved oxygen, and ammonia concentrations. These sensors collect vast amounts of data, which, when combined with AI algorithms, can provide valuable insights for farm management. AI algorithms can analyse the data to predict trends, identify anomalies, and optimize operational processes. Predictive analytics for managing water quality is an essential application of IoT and AI in fish farming. AI systems may anticipate any problems with water quality before they arise by evaluating recent sensor readings and previous data, giving farmers the opportunity to take proactive preventive action. Additionally, AI-driven feed optimization systems can modify feeding schedules and amounts to minimize waste and maximize growth by analysing fish behaviour, ambient factors, and dietary needs. AI-based disease detection systems are able to investigate physiological data and fish behaviour to identify signs of illness at an early stage. This allows for rapid diagnosis and lowers the likelihood of disease epidemics. IoT-enabled environmental monitoring systems may also measure variables like water flow and weather, which can assist farmers in reducing risks and adapting to changing environmental circumstances. Given that this study proposes an innovative approach for overseeing aquaculture, it was thought necessary to offer a thorough background scenario in order to frame the important concerns.<\/p><p><strong>\u00a0<\/strong><strong>Keywords:<\/strong><\/p><p>Smart, Artificial Neural Network (ANN), Artificial Intelligence (AI), Deep Learning, Fish farming, Innovation, Technology, Community benefits<\/p><p><a href=\"#\"><strong>Received<\/strong>: \u00a0<\/a>08 May 2024<\/p><p><a href=\"#\"><strong>Accepted: <\/strong><\/a>\u00a0 24 May 2024<\/p><p><a href=\"#\"> <strong>Published:<\/strong><\/a> 05 June 2024<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-096c32d elementor-widget elementor-widget-button\" data-id=\"096c32d\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/seybold-report.com\/wp-content\/uploads\/2024\/06\/Mushtaq-D-M.pdf\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon elementor-align-icon-left\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-file-pdf\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t<span class=\"elementor-button-text\">PDF<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a1af890 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a1af890\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f2eff2b\" data-id=\"f2eff2b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1e2c9e5 elementor-widget elementor-widget-image\" data-id=\"1e2c9e5\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.18.0 - 20-12-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/07\/ddds-e1688811920951-150x150.jpg\" class=\"attachment-thumbnail size-thumbnail wp-image-2318\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>TITLE:\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Exploring Innovations in Aquaculture: A Comprehensive Investigation of Smart Fish Farming Techniques AUTHORS:\u00a0 Mushtaq Ahmed D M, S R Mani Sekhar, Ashok Kumar A R, Pavithra N \u00a0DOI:\u00a0 10.5110\/77. 1604\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0Page:\u00a0 \u00a004-17\u00a0 \u00a0 \u00a0 \u00a0\u00a0\u00a0Vol: 19\u00a0 \u00a0 Issue: 06\u00a0 \u00a0Year: 2024 &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/seybold-report.com\/index.php\/mushtaq-d-m-2\/\"> <span class=\"screen-reader-text\">Mushtaq D M<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","footnotes":""},"class_list":["post-7489","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.7 - 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