260 lines
23 KiB
PHP
260 lines
23 KiB
PHP
<?PHP
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require_once "./admin/db/config.php";
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?>
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<!doctype html>
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<html lang="en">
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<head>
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<?PHP include './includes/links.php'; ?>
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<link rel="canonical" href="<?php echo $BASE_URL; ?>/ar">
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<title>Meta verse AR brought a complete change in the way education is provided to higher segments in Medical and Engineering - Tech4Biz Solutions - Excellence Guaranteed</title>
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</head>
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<body>
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<?PHP include './includes/spinner.php'; ?>
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<?PHP include './includes/header.php'; ?>
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<div class="meta-ai-header revalution">
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<img src="assets/images/ar/decentralized-banner.png" alt="defend-against-cyber-threat" class="meta-ar-image-header">
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<!-- <div class="meta-ai-header-video">
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<img src="assets/images/ar/financial.png" alt="financial-security">
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</div> -->
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<div class="container ptb-70 position-relative text-right">
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<div class="head-title">
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<h3>Decentralized Processing </br>
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with Edge Computing in </br>Manufacturing</h3>
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<p>A Comprehensive Case Study on Implementing Decentralized Processing with Edge Computing
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in Manufacturing</p>
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</div>
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</div>
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</div>
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<div class="container mtb-70">
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<div class="row">
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<div class="col-lg-8">
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<div class="row align-items-center">
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<div class="col-lg-12">
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<div class="socialmedia mb-50">
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<a href="">
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<img src="data:image/png;base64,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">
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</a>
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<a href="">
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<img src="data:image/png;base64,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">
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</a>
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<a href="">
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<img src="data:image/png;base64,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">
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</a>
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<a href="">
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<img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAHgAAAB4CAYAAAA5ZDbSAAAACXBIWXMAAAsTAAALEwEAmpwYAAAEqElEQVR4nO2cz4scRRTHy02mqvvVZCXxIPjroOBhvRlMtt/rTRDUg4I/iOuvi4qioEgUFZEcBBWM4smbghc10YP+AaJX74osMZqIPxAJgmDWgwbclh53FzMMvdmZV109Nd8PFCzLsv36fbq+UzPV08YAAAAAAAAAAAAAAAAAAFPJgu15vtcRH3ck3zjPfw5G/TPx8Z6Xe+q/iV0lGAPb50PW82nnpWoaluSUzeUuNHlqWN7hiN/cSuyI8boxZi529WALxpS7PvgoGtzxWB5f7npk5+Wdsc8DjGTB1q+nEwv2/D0WXh1ksFqeUO6m5H65HPt8wBCO5EM1wSQfoMEdw5J8pyW4fp8c+3zAEI54VU8wr6LBHcORnFWcwX/EPh8whCM+qSj4BBrcMRzxMbVFluf3Yp8PGKLeONB7m1TcjQZ3jr09lZU08cn6f8U+GzCCeldoQsFrNufb0dwO47y8Mb5gfi12/WBr5saQvLa+k4TtwmmK6wvafCD+1uZ8R+x6wVgs2HrjoP5suX5vO/i0azDkRP27/1bLWFABAAAAAAAAQILkOV9mqbjNET9kPT/jPL/svLxqqXzBeX4qI3kw6xcH8nzfFcaYi2LXO31cXO5WGeZgdmEH3Es9X9znSD62Xn7Z5obKqvXyqSU+0qOl6800oLVVuDFiHd8SP990nCyTq6znt5VvUfqqnuXGLOamqyQveM++eUvylvPyt/a5bh7by8+Oioc7GeEpC86yglXvGt26hs+833+p6RKpCnZennRe/mlL7mYdnn9083yN6QopCrbEL7UtdkjyT86VV5sukJpgR/JITLmbg+TresUeRNqsCs6ygp2Xc9HlbtTk5Z0w1mZT8BFHvBJb6tBYy/qlhDE3Y4Ld4Dki0YWOuPDkizDmZk6wdHZEncUQLOElk3wEwUkP/stcwrswgxMets+HIDhlwZ7fheB2mr3miH+vP22yxL+F3IToxFdrtU8k9vHdyObyiiV5cWde3GDMzf78CpZ39LxcZ708XX/6FPLCMvOLexTVxWlw7OO7/w3r+df6KULb2Mabc/3yiXpRFKKerM9Lpm2SFUy8sn6bzRg9KW8KEt3Ej5q2SVGwJTmTZUtXTtIXS/Kcfm0RHvmYouCelwcm78zBnRpPABy68N43bZOaYEtySuvrrNbLs7q18eembZIT7OWwVm/srvJa3fr4S9M2qQnO88XLNfsz9U8CTEmw9XxavT/En+jVJz9o1zdTgh3xMf3+8FE1wSRntOubLcGeX1HvTy6P612Acla7vtkSTOVj2v3p+fJ+xRrPmbZJSbAN8KwuS3xrzP5MTEqCHfEt+v3hGyG4I4KzfnFAW3D9PyG4K4IzLvQFlwLBKQvOBjfT4zUYggWLLMxgwSoaEa1MSm+TMrwGQ/B2wSILM7gKmXATg4huBjMYM7jCDG4Ai6zAIKKbQUQjoitEdAOI6MAgoptBRCOiK0R0A4jowCCim0FEI6IrRHQDiOjAIKKbQUQjoitEdAOI6MAgoptBRCOiK0R0A4jowCCim0FEI6IrRHQDiOjAIKITj2gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAGaDfwH2JfUYdtzexQAAAABJRU5ErkJggg==">
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</a>
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</div>
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</div>
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</div>
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<div class="row align-items-center">
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<div class="col-lg-12">
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<p class="meta-text-ar-description font-35">In the fast-paced world of manufacturing, where every millisecond counts and adaptability is key, traditional centralized control systems often fall short.
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</br></br>
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The need for real-time decision-making, reduced latency, and enhanced operational efficiency has paved the way for a revolutionary approach – decentralized processing with Edge Computing.
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</br></br>
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By strategically deploying Edge Computing devices across the factory floor, manufacturing facilities can usher in a new era of responsiveness, agility, and optimization.</p>
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</div>
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<!-- <div class="col-lg-4">
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<div class="author">
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<img src="assets/images/ar/mary-ann.jpg" alt="Mary-Ann">
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</div>
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</div> -->
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</div>
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</div>
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<div class="col-lg-4">
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<h5 class="title">Related Case studies</h5>
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<div class="reated-case">
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<div class="case-s-image">
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<img class="cmp-image__image" src="assets/images/case-study/6.jpg" />
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</div>
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<div class="case-desc">
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<p class="meta-text-ar-description"><strong>AR</strong></p>
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<p class="meta-text-ar-description">Meta verse AR brought a complete change in the way education is provided to higher segments in Medical and Engineering</p>
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<a href="ar.php" class="readmore" tabindex="-1" target="_self">
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Read case study ➤
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</a>
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</div>
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</div>
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<div class="reated-case">
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<div class="case-s-image">
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<img class="cmp-image__image" src="assets/images/ar/cyber-security.png"/>
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</div>
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<div class="case-desc">
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<p class="meta-text-ar-description"><strong>Defending against cyber threats</strong></p>
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<p class="meta-text-ar-description">A Comprehensive Technical Case
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Study on Integrating AI and
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Advanced Data Warehousing in a
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Decades-Old Banking Institution</p>
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<a href="cyber-threats.php" class="readmore" tabindex="-1" target="_self">
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Read case study ➤
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</a>
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</div>
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</div>
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</div>
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</div>
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</div>
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<div class="container mtb-70">
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<div class="row align-items-center">
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<div class="col-lg-6">
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<div class="row align-items-center">
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<h4 class="subtitle">Problem Statement</h2>
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<p class="meta-text-ar-description">
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Conventional manufacturing processes, reliant on centralized control systems, grapple with <strong>latency issues</strong> and <strong>diminished responsiveness</strong>. In an industry where split-second decisions can make or break efficiency, the imperative for <strong>decentralized processing</strong> is clear.
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Edge Computing emerges as the solution, offering the promise of <strong>local decision-making, reduced latency</strong> and <strong>enhanced efficiency</strong> across the factory floor.</p>
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<h4 class="subtitle">Solution Overview</h2>
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<p class="meta-text-ar-description">
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The solution lies in the <strong>strategic deployment of Edge Computing devices</strong> throughout the manufacturing environment, each serving as a decentralized processing hub.
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These devices, equipped with processing power, storage, and communication capabilities, empower local decision-making, reduce reliance on centralized control, and unlock new realms of efficiency and agility.</p>
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<h2 class="title">Technical Architecture</h2>
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<h4 class="title subtitle">Edge Devices on the Factory Floor:</h4>
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<p class="meta-text-ar-description">Strategically <strong>deploy Edge Computing devices</strong> across the factory floor, <strong>enhancing local processing capabilities</strong> and <strong>reducing data transfer latency</strong>.</p>
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<div class="col-lg-12">
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<div class="blogsection">
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<h4 class="title subtitle">Decentralized Control Systems:</h4>
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<p class="meta-text-ar-description">Implement <strong>decentralized control systems</strong> on Edge Computing devices, enabling <strong>local management and optimization</strong> of processes and machines.</p>
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<h4 class="title subtitle">Real-time Data Ingestion:</h4>
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<p class="meta-text-ar-description">Enable <strong>real-time data ingestion from sensors, PLCs, and machines</strong> into Edge Computing devices, facilitating s without reliance on centralized servers.</p>
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<div class="col-lg-12">
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<div class="blogsection">
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<h4 class="title subtitle">Local Data Processing and Analytics:</h4>
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<p class="meta-text-ar-description">Implement data processing and analytics algorithms on Edge Computing devices to <strong>monitor machine health, detect anomalies</strong> and <strong>optimize production</strong> processes in real-time.</p>
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</div>
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</div>
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<div class="col-lg-12">
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<div class="blogsection">
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<h4 class="title subtitle">Edge-to-Edge Communication:</h4>
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<p class="meta-text-ar-description">Establish efficient communication channels between Edge Computing devices to <strong>enable collaboration and coordination</strong> for tasks such as material handling and quality control.</p>
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</div>
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<div class="col-lg-12">
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<div class="blogsection">
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<h4 class="title subtitle">Decentralized Machine Learning Models:</h4>
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<p class="meta-text-ar-description">Deploy <strong>machine learning models</strong> on Edge Computing devices for <strong>predictive maintenance, quality prediction</strong> and <strong>process optimization</strong>, adapting to local conditions for continuous improvement.</p>
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</div>
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</div>
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<div class="col-lg-12">
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<div class="blogsection">
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<h4 class="title subtitle">Local Storage for Historical Data:</h4>
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<p class="meta-text-ar-description">Utilize <strong>local storage</strong> on Edge Computing devices to store <strong>historical data</strong> for analysis, reporting, and long-term optimization.</p>
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</div>
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<div class="col-lg-12">
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<div class="blogsection">
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<h4 class="title subtitle">Edge-based Human-Machine Interface (HMI):</h4>
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<p class="meta-text-ar-description">Develop <strong>local HMIs</strong> on Edge Computing devices to provide <strong>real-time monitoring</strong> and <strong>control for operators, enhancing responsiveness</strong> and reducing reliance on centralized control rooms.</p>
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||
</div>
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<div class="col-lg-6">
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<img src="assets/images/ar/technical.png" alt="defending-cyber">
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<div class="container mtb-70">
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<div class="row align-items-center">
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<div class="col-lg-12">
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<h2 class="title">Benefits</h2>
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||
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<p class="meta-text-ar-description">
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<h4 class="subtitle">Reduced Latency:</h4> Decentralized processing minimizes latency, enabling real-time decision-making critical for manufacturing operations.
|
||
</p>
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<p class="meta-text-ar-description">
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||
<h4 class="subtitle">Improved Operational Efficiency:</h4>Localized control and optimization lead to improved efficiency as decisions are made closer to the point of action.
|
||
</p>
|
||
<p class="meta-text-ar-description">
|
||
<h4 class="subtitle">Enhanced Scalability:</h4>The decentralized approach allows for scalable deployment, adapting to changes in the manufacturing environment.
|
||
</p>
|
||
<p class="meta-text-ar-description">
|
||
<h4 class="subtitle">Increased Resilience:</h4>Edge Computing devices operate independently, enhancing system resilience and minimizing disruptions.
|
||
</p>
|
||
<p class="meta-text-ar-description">
|
||
<h4 class="subtitle">Adaptive Manufacturing Processes:</h4>Decentralized control systems adapt manufacturing processes based on real-time data, improving adaptability.
|
||
</p>
|
||
<p class="meta-text-ar-description">
|
||
<h4 class="subtitle">Cost-effective Infrastructure:</h4>Edge Computing devices offer a cost-effective alternative to extensive centralized infrastructure.
|
||
</p>
|
||
<p class="meta-text-ar-description">
|
||
<h4 class="subtitle">Quick Response to Anomalies:</h4>Edge Computing devices offer a cost-effective alternative to extensive centralized infrastructure.
|
||
</p>
|
||
<p class="meta-text-ar-description">
|
||
<h4 class="subtitle">Empowered Decision-makers:</h4>Operators are empowered with real-time data and control, enabling informed decisions at the floor level.
|
||
</p>
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<div class="row align-items-center">
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<div class="col-lg-6">
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<h2 class="title">Conclusion</h2>
|
||
<p class="meta-text-ar-description">In the dynamic realm of manufacturing, decentralized processing with Edge Computing emerges as a game-changer. By distributing intelligence across the factory floor, this approach enhances efficiency, reduces latency, and fosters a more adaptive and responsive manufacturing environment. This use case underscores the technical feasibility and practical advantages of leveraging Edge Computing for decentralized processing, paving the way for a transformative journey in the manufacturing sector.</p>
|
||
<a href="assets/images/ar/Decentralized-Processing-with-Edge-Computing-in-Manufacturing.pdf" target="_blank" class="default-btn btn-bg-two border-radius-50">Please download the case study in the form of pdf
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