{"id":9158,"date":"2024-06-26T08:33:00","date_gmt":"2024-06-26T08:33:00","guid":{"rendered":"http:\/\/localhost\/hashstudioz\/?p=9158"},"modified":"2025-09-04T15:02:23","modified_gmt":"2025-09-04T09:32:23","slug":"how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines","status":"publish","type":"post","link":"https:\/\/www.hashstudioz.com\/blog\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\/","title":{"rendered":"How IoT-Based Solutions Monitor Overall Equipment Effectiveness (OEE) in Machines"},"content":{"rendered":"\n<p>In the rapidly evolving landscape of industrial production, the integration of <strong>Internet of Things (IoT) technology<\/strong> has become a game-changer. One of the critical aspects where IoT has made a significant impact is in monitoring and improving <strong>Overall Equipment Effectiveness (OEE)<\/strong>. This article delves into how IoT-based solutions enhance OEE in machines, ensuring optimal productivity and efficiency.<\/p>\n\n\n\n<p><strong>Here are some specific statistics&nbsp;<\/strong><\/p>\n\n\n\n<p><strong>Improvement in OEE with IoT:<\/strong><\/p>\n\n\n\n<p><strong>Source: <\/strong>McKinsey &amp; Company: A 2018 McKinsey report estimated that <strong>IoT solutions<\/strong> can improve Overall Equipment Effectiveness (OEE) by up to <strong>10%.<\/strong>&nbsp;<\/p>\n\n\n\n<p><strong>Growth of Industrial IoT Market: Source:<\/strong> Gartner: Gartner predicts that the global Industrial IoT market will reach $1.4 trillion by 2027, reflecting a significant growth trajectory.<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.hashstudioz.com\/blog\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\/#Understanding_Overall_Equipment_Effectiveness_OEE\" >Understanding Overall Equipment Effectiveness (OEE)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.hashstudioz.com\/blog\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\/#How_to_Calculate_OEE\" >How to Calculate OEE<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.hashstudioz.com\/blog\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\/#The_Role_of_IoT_in_Industrial_Automation\" >The Role of IoT in Industrial Automation<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.hashstudioz.com\/blog\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\/#Benefits_of_IoT-Based_Solutions_in_Monitoring_OEE\" >Benefits of IoT-Based Solutions in Monitoring OEE<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.hashstudioz.com\/blog\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\/#1_Real-Time_Data_Collection_and_Analysis\" >1. Real-Time Data Collection and Analysis<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.hashstudioz.com\/blog\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\/#2_Predictive_Maintenance\" >2. Predictive Maintenance<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.hashstudioz.com\/blog\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\/#3_Enhanced_Performance_Monitoring\" >3. Enhanced Performance Monitoring<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.hashstudioz.com\/blog\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\/#Improving_Availability_with_IoT\" >Improving Availability with IoT<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.hashstudioz.com\/blog\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\/#Ensuring_Quality_with_IoT\" >Ensuring Quality with IoT<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.hashstudioz.com\/blog\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\/#Case_Studies_IoT_in_Action\" >Case Studies: IoT in Action<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.hashstudioz.com\/blog\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\/#Overcoming_Challenges_in_Implementing_IoT_Solutions\" >Overcoming Challenges in Implementing IoT Solutions<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.hashstudioz.com\/blog\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\/#The_Future_of_IoT_in_Industrial_Production\" >The Future of IoT in Industrial Production<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.hashstudioz.com\/blog\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\/#HashStudioz_Pioneering_IoT_Solutions_for_Seamless_Operational_Excellence\" >HashStudioz: Pioneering IoT Solutions for Seamless Operational Excellence<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.hashstudioz.com\/blog\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\/#Conclusion\" >Conclusion<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Understanding_Overall_Equipment_Effectiveness_OEE\"><\/span><strong>Understanding Overall Equipment Effectiveness (OEE)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong>OEE<\/strong> is a key performance indicator (KPI) used in manufacturing to assess the efficiency and effectiveness of equipment. It encompasses three primary metrics:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Availability<\/strong> &#8211; Measures the uptime of the machine.<\/li>\n\n\n\n<li><strong>Performance<\/strong> &#8211; Evaluates how well the machine operates during the uptime.<\/li>\n\n\n\n<li><strong>Quality<\/strong> &#8211; Assesses the quality of the products produced.<\/li>\n<\/ol>\n\n\n\n<p>By monitoring these metrics, manufacturers can identify areas for improvement and implement strategies to optimize production processes.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_to_Calculate_OEE\"><\/span><strong>How to Calculate OEE<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>To calculate OEE, you need to measure the following three components:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Availability<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>Formula<\/strong>: (Operating Time \/ Planned Production Time) x 100<\/li>\n\n\n\n<li><strong>Explanation<\/strong>: Availability takes into account all events that stop planned production for an appreciable amount of time.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Performance<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>Formula<\/strong>: (Ideal Cycle Time x Total Count) \/ Operating Time x 100<\/li>\n\n\n\n<li><strong>Explanation<\/strong>: Performance considers anything that causes the manufacturing process to run at less than the maximum possible speed when it is running.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Quality<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>Formula<\/strong>: (Good Count \/ Total Count) x 100<\/li>\n\n\n\n<li><strong>Explanation<\/strong>: Quality accounts for manufactured parts that do not meet quality standards, including parts that need rework.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p>The OEE is then calculated by multiplying these three components together:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1060\" height=\"412\" src=\"https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/OEE-Availability-x-Performance-x-Quality-1-1060x412.png\" alt=\"OEE = Availability x Performance x Quality\" class=\"wp-image-9180\" srcset=\"https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/OEE-Availability-x-Performance-x-Quality-1-1060x412.png 1060w, https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/OEE-Availability-x-Performance-x-Quality-1-300x117.png 300w, https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/OEE-Availability-x-Performance-x-Quality-1-768x298.png 768w, https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/OEE-Availability-x-Performance-x-Quality-1-1536x596.png 1536w, https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/OEE-Availability-x-Performance-x-Quality-1-2048x795.png 2048w, https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/OEE-Availability-x-Performance-x-Quality-1-1024x398.png 1024w, https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/OEE-Availability-x-Performance-x-Quality-1-1320x513.png 1320w, https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/OEE-Availability-x-Performance-x-Quality-1-24x9.png 24w, https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/OEE-Availability-x-Performance-x-Quality-1-36x14.png 36w, https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/OEE-Availability-x-Performance-x-Quality-1-48x19.png 48w, https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/OEE-Availability-x-Performance-x-Quality-1-150x58.png 150w\" sizes=\"(max-width: 1060px) 100vw, 1060px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"The_Role_of_IoT_in_Industrial_Automation\"><\/span><strong>The Role of IoT in Industrial Automation<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong>IoT technology<\/strong> involves connecting various devices and sensors to the internet, allowing them to collect and exchange data. In the context of industrial automation, IoT enables machines to communicate with each other and with centralized systems, providing real-time data and insights into their performance.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Benefits_of_IoT-Based_Solutions_in_Monitoring_OEE\"><\/span><strong>Benefits of IoT-Based Solutions in Monitoring OEE<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Real-Time_Data_Collection_and_Analysis\"><\/span>1. Real-Time Data Collection and Analysis<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>One of the primary advantages of <a href=\"https:\/\/www.hashstudioz.com\/iot-development-company.html\"><strong>IoT-based solutions<\/strong><\/a> is the ability to collect real-time data from machines. This data is then analyzed to provide insights into the performance, availability, and quality of the equipment. Real-time data allows for immediate detection of issues and swift corrective actions, minimizing downtime and maximizing productivity.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Predictive_Maintenance\"><\/span>2. Predictive Maintenance<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>With IoT sensors continuously monitoring machine conditions, predictive maintenance becomes a reality. By analyzing data such as vibration, temperature, and pressure, IoT systems can predict when a machine is likely to fail. This allows for maintenance to be scheduled before a breakdown occurs, reducing unplanned downtime and extending the lifespan of the equipment.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_Enhanced_Performance_Monitoring\"><\/span>3. Enhanced Performance Monitoring<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>IoT-based solutions enable detailed performance monitoring by tracking various parameters like cycle times, speed, and throughput. By analyzing these parameters, manufacturers can identify bottlenecks and optimize processes to improve performance. For example, if a machine consistently operates below its optimal speed, adjustments can be made to enhance its performance.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1060\" height=\"557\" src=\"https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/Benefits-of-IoT-Based-Solutions-in-Monitoring-OEE-1-1060x557.png\" alt=\"Benefits of IoT-Based Solutions in Monitoring OEE\" class=\"wp-image-9182\" srcset=\"https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/Benefits-of-IoT-Based-Solutions-in-Monitoring-OEE-1-1060x557.png 1060w, https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/Benefits-of-IoT-Based-Solutions-in-Monitoring-OEE-1-300x158.png 300w, https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/Benefits-of-IoT-Based-Solutions-in-Monitoring-OEE-1-768x403.png 768w, https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/Benefits-of-IoT-Based-Solutions-in-Monitoring-OEE-1-1536x806.png 1536w, https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/Benefits-of-IoT-Based-Solutions-in-Monitoring-OEE-1-2048x1075.png 2048w, https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/Benefits-of-IoT-Based-Solutions-in-Monitoring-OEE-1-1024x538.png 1024w, https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/Benefits-of-IoT-Based-Solutions-in-Monitoring-OEE-1-1320x693.png 1320w, https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/Benefits-of-IoT-Based-Solutions-in-Monitoring-OEE-1-24x13.png 24w, https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/Benefits-of-IoT-Based-Solutions-in-Monitoring-OEE-1-36x19.png 36w, https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/Benefits-of-IoT-Based-Solutions-in-Monitoring-OEE-1-48x25.png 48w, https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/Benefits-of-IoT-Based-Solutions-in-Monitoring-OEE-1-150x79.png 150w\" sizes=\"(max-width: 1060px) 100vw, 1060px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Improving_Availability_with_IoT\"><\/span><strong>Improving Availability with IoT<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Downtime Reduction<\/li>\n<\/ul>\n\n\n\n<p><strong>Downtime<\/strong> is a significant factor affecting OEE. IoT solutions help reduce downtime by providing real-time alerts and notifications when issues arise. Maintenance teams can respond quickly to address problems, minimizing the duration of downtime and keeping production on track.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Remote Monitoring and Control<\/li>\n<\/ul>\n\n\n\n<p>IoT allows for remote monitoring and control of equipment. This means that maintenance personnel can monitor the status of machines from anywhere and make adjustments or repairs remotely. Remote capabilities enhance the efficiency of maintenance operations and reduce the need for on-site presence, saving time and resources.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Ensuring_Quality_with_IoT\"><\/span><strong>Ensuring Quality with IoT<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Quality Control and Assurance<\/li>\n<\/ul>\n\n\n\n<p>Maintaining high-quality standards is crucial in manufacturing. IoT-based solutions enable continuous monitoring of production processes, ensuring that products meet quality specifications. Sensors can detect defects in real-time, allowing for immediate corrective actions. This reduces the production of defective products and minimizes waste.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Data-Driven Decision Making<\/li>\n<\/ul>\n\n\n\n<p>By leveraging data collected from IoT sensors, manufacturers can make informed decisions to improve quality. For instance, analyzing data on material usage and environmental conditions can help optimize production parameters, resulting in higher-quality products.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Case_Studies_IoT_in_Action\"><\/span><strong>Case Studies: IoT in Action<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Automotive Industry<\/li>\n<\/ul>\n\n\n\n<p>In the automotive industry, IoT-based solutions have been instrumental in enhancing OEE. By monitoring assembly line equipment in real-time, manufacturers can ensure that each component is produced with precision. Predictive maintenance has also reduced downtime, leading to increased productivity.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Food and Beverage Industry<\/li>\n<\/ul>\n\n\n\n<p>IoT technology has revolutionized the <strong>food and beverage industry<\/strong> by ensuring consistent product quality and compliance with safety standards. Real-time monitoring of temperature, humidity, and other environmental factors helps maintain the integrity of products throughout the production process.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Overcoming_Challenges_in_Implementing_IoT_Solutions\"><\/span><strong>Overcoming Challenges in Implementing IoT Solutions<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Integration with Legacy Systems<\/li>\n<\/ul>\n\n\n\n<p>One of the challenges in implementing IoT solutions is integrating them with existing legacy systems. Manufacturers need to ensure that new IoT devices and sensors are compatible with older equipment to avoid disruptions in production.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Data Security and Privacy<\/li>\n<\/ul>\n\n\n\n<p>With the increased connectivity of IoT devices, data security and privacy become paramount. Manufacturers must implement robust security measures to protect sensitive data from cyber threats and ensure compliance with regulations.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><a href=\"https:\/\/www.hashstudioz.com\/blog\/iot-remote-monitoring-and-its-work\/\">What Is IoT Remote Monitoring? How Does It Work?<\/a><\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"The_Future_of_IoT_in_Industrial_Production\"><\/span><strong>The Future of IoT in Industrial Production<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>The adoption of IoT technology in industrial production is set to grow exponentially. As more manufacturers recognize the benefits of IoT-based solutions, the focus will shift towards more advanced applications such as <strong>artificial intelligence (AI)<\/strong> and <strong>machine learning (ML)<\/strong>. These technologies will further enhance OEE by enabling predictive analytics, autonomous decision-making, and continuous process optimization.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"HashStudioz_Pioneering_IoT_Solutions_for_Seamless_Operational_Excellence\"><\/span><strong>HashStudioz: Pioneering IoT Solutions for Seamless Operational Excellence<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>At HashStudioz, we specialize in leveraging <strong>IoT-based solutions<\/strong> to revolutionize industrial efficiency. Our expertise lies in enhancing Overall Equipment Effectiveness (OEE), ensuring your operations reach peak productivity levels.<\/p>\n\n\n\n<p><strong>Innovative IoT Solutions Tailored for Your Success<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Collaborative Approach:<\/strong> We partner closely with your team to understand your unique needs and challenges.<\/li>\n\n\n\n<li><strong>Seamless Integration:<\/strong> Tailoring IoT solutions to seamlessly integrate into your current processes for minimal disruption.<\/li>\n\n\n\n<li><strong>Optimized Operations:<\/strong> Utilizing cutting-edge technology and industry expertise to optimize all facets of your operations.<\/li>\n\n\n\n<li><strong>Data-Driven Decisions:<\/strong> Empowering you with actionable insights to drive efficiency and boost profitability.<\/li>\n<\/ul>\n\n\n\n<p>At HashStudioz, we&#8217;re committed to innovation and collaboration, ensuring our solutions align perfectly with your business objectives.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/www.hashstudioz.com\/contact.html\"><img decoding=\"async\" width=\"1060\" height=\"294\" src=\"https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/IoT-Based-Solution-From-HashStudioz-1060x294.png\" alt=\"Overall equipment effectiveness\" class=\"wp-image-9332\" srcset=\"https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/IoT-Based-Solution-From-HashStudioz-1060x294.png 1060w, https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/IoT-Based-Solution-From-HashStudioz-300x83.png 300w, https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/IoT-Based-Solution-From-HashStudioz-768x213.png 768w, https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/IoT-Based-Solution-From-HashStudioz-1536x427.png 1536w, https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/IoT-Based-Solution-From-HashStudioz-2048x569.png 2048w, https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/IoT-Based-Solution-From-HashStudioz-1024x284.png 1024w, https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/IoT-Based-Solution-From-HashStudioz-1320x367.png 1320w, https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/IoT-Based-Solution-From-HashStudioz-24x7.png 24w, https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/IoT-Based-Solution-From-HashStudioz-36x10.png 36w, https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/IoT-Based-Solution-From-HashStudioz-48x13.png 48w, https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/IoT-Based-Solution-From-HashStudioz-150x42.png 150w\" sizes=\"(max-width: 1060px) 100vw, 1060px\" \/><\/a><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Conclusion\"><\/span><strong>Conclusion<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>In conclusion, IoT-based solutions play a pivotal role in monitoring and improving <strong>Overall Equipment Effectiveness (OEE)<\/strong> in machines. By providing real-time data, enabling predictive maintenance, and enhancing performance and quality monitoring, IoT technology drives efficiency and productivity in industrial production. As the industry continues to evolve, embracing IoT innovations will be key to staying competitive and achieving operational excellence.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>In the rapidly evolving landscape of industrial production, the integration of Internet of Things (IoT) technology has become a game-changer. One of the critical aspects where IoT has made a significant impact is in monitoring and improving Overall Equipment Effectiveness (OEE). This article delves into how IoT-based solutions enhance OEE in machines, ensuring optimal productivity [&hellip;]<\/p>\n","protected":false},"author":24,"featured_media":9159,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_eb_attr":"","footnotes":""},"categories":[170,199],"tags":[],"class_list":["post-9158","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-iot-dashboard","category-iot-technology"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>IoT OEE Monitoring: Optimize Equipment Effectiveness<\/title>\n<meta name=\"description\" content=\"Discover how IoT OEE monitoring enhances machine effectiveness, boosts productivity, and improves operational efficiency with real-time data.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.hashstudioz.com\/blog\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How IoT-Based Solutions Monitor Overall Equipment Effectiveness (OEE) in Machines\" \/>\n<meta property=\"og:description\" content=\"Discover how IoT OEE monitoring enhances machine effectiveness, boosts productivity, and improves operational efficiency with real-time data.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.hashstudioz.com\/blog\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\/\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/hashstudioz\/\" \/>\n<meta property=\"article:published_time\" content=\"2024-06-26T08:33:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-09-04T09:32:23+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/How-IoT-Based-Solutions-Monitor-Overall-Equipment-Effectiveness-OEE-in-Machines.png\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1344\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Manvendra Kunwar\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@hashstudioz\" \/>\n<meta name=\"twitter:site\" content=\"@hashstudioz\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Manvendra Kunwar\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\\\/\"},\"author\":{\"name\":\"Manvendra Kunwar\",\"@id\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/#\\\/schema\\\/person\\\/61104ec55f58fe9d86dadc0d9cb656a4\"},\"headline\":\"How IoT-Based Solutions Monitor Overall Equipment Effectiveness (OEE) in Machines\",\"datePublished\":\"2024-06-26T08:33:00+00:00\",\"dateModified\":\"2025-09-04T09:32:23+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\\\/\"},\"wordCount\":1126,\"publisher\":{\"@id\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/wp-content\\\/uploads\\\/2024\\\/07\\\/How-IoT-Based-Solutions-Monitor-Overall-Equipment-Effectiveness-OEE-in-Machines.png\",\"articleSection\":[\"IoT Dashboard\",\"IoT Technology\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\\\/\",\"url\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\\\/\",\"name\":\"IoT OEE Monitoring: Optimize Equipment Effectiveness\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/wp-content\\\/uploads\\\/2024\\\/07\\\/How-IoT-Based-Solutions-Monitor-Overall-Equipment-Effectiveness-OEE-in-Machines.png\",\"datePublished\":\"2024-06-26T08:33:00+00:00\",\"dateModified\":\"2025-09-04T09:32:23+00:00\",\"description\":\"Discover how IoT OEE monitoring enhances machine effectiveness, boosts productivity, and improves operational efficiency with real-time data.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/wp-content\\\/uploads\\\/2024\\\/07\\\/How-IoT-Based-Solutions-Monitor-Overall-Equipment-Effectiveness-OEE-in-Machines.png\",\"contentUrl\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/wp-content\\\/uploads\\\/2024\\\/07\\\/How-IoT-Based-Solutions-Monitor-Overall-Equipment-Effectiveness-OEE-in-Machines.png\",\"width\":2560,\"height\":1344,\"caption\":\"How IoT-Based Solutions Monitor Overall Equipment Effectiveness (OEE) in Machines\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"How IoT-Based Solutions Monitor Overall Equipment Effectiveness (OEE) in Machines\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/#website\",\"url\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/\",\"name\":\"HashStudioz Technologies\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/#organization\",\"name\":\"HashStudioz Technologies\",\"url\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/wp-content\\\/uploads\\\/2020\\\/02\\\/logo-1.png\",\"contentUrl\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/wp-content\\\/uploads\\\/2020\\\/02\\\/logo-1.png\",\"width\":1709,\"height\":365,\"caption\":\"HashStudioz Technologies\"},\"image\":{\"@id\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/hashstudioz\\\/\",\"https:\\\/\\\/x.com\\\/hashstudioz\",\"https:\\\/\\\/www.instagram.com\\\/hashstudioz\\\/\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/hashstudioz\",\"https:\\\/\\\/in.pinterest.com\\\/hashstudioz\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/#\\\/schema\\\/person\\\/61104ec55f58fe9d86dadc0d9cb656a4\",\"name\":\"Manvendra Kunwar\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/wp-content\\\/uploads\\\/2025\\\/01\\\/manvendra-kunwar-96x96.jpg\",\"url\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/wp-content\\\/uploads\\\/2025\\\/01\\\/manvendra-kunwar-96x96.jpg\",\"contentUrl\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/wp-content\\\/uploads\\\/2025\\\/01\\\/manvendra-kunwar-96x96.jpg\",\"caption\":\"Manvendra Kunwar\"},\"description\":\"As a Tech developer and IT consultant I've had the opportunity to work on a wide range of projects, including smart homes and industrial automation. Each issue I face motivates my passion to develop novel solutions.\",\"sameAs\":[\"https:\\\/\\\/www.hashstudioz.com\\\/\"],\"url\":\"https:\\\/\\\/www.hashstudioz.com\\\/blog\\\/author\\\/manvendra-kunwar\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"IoT OEE Monitoring: Optimize Equipment Effectiveness","description":"Discover how IoT OEE monitoring enhances machine effectiveness, boosts productivity, and improves operational efficiency with real-time data.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.hashstudioz.com\/blog\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\/","og_locale":"en_US","og_type":"article","og_title":"How IoT-Based Solutions Monitor Overall Equipment Effectiveness (OEE) in Machines","og_description":"Discover how IoT OEE monitoring enhances machine effectiveness, boosts productivity, and improves operational efficiency with real-time data.","og_url":"https:\/\/www.hashstudioz.com\/blog\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\/","article_publisher":"https:\/\/www.facebook.com\/hashstudioz\/","article_published_time":"2024-06-26T08:33:00+00:00","article_modified_time":"2025-09-04T09:32:23+00:00","og_image":[{"width":2560,"height":1344,"url":"https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/06\/How-IoT-Based-Solutions-Monitor-Overall-Equipment-Effectiveness-OEE-in-Machines.png","type":"image\/png"}],"author":"Manvendra Kunwar","twitter_card":"summary_large_image","twitter_creator":"@hashstudioz","twitter_site":"@hashstudioz","twitter_misc":{"Written by":"Manvendra Kunwar","Est. reading time":"6 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.hashstudioz.com\/blog\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\/#article","isPartOf":{"@id":"https:\/\/www.hashstudioz.com\/blog\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\/"},"author":{"name":"Manvendra Kunwar","@id":"https:\/\/www.hashstudioz.com\/blog\/#\/schema\/person\/61104ec55f58fe9d86dadc0d9cb656a4"},"headline":"How IoT-Based Solutions Monitor Overall Equipment Effectiveness (OEE) in Machines","datePublished":"2024-06-26T08:33:00+00:00","dateModified":"2025-09-04T09:32:23+00:00","mainEntityOfPage":{"@id":"https:\/\/www.hashstudioz.com\/blog\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\/"},"wordCount":1126,"publisher":{"@id":"https:\/\/www.hashstudioz.com\/blog\/#organization"},"image":{"@id":"https:\/\/www.hashstudioz.com\/blog\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\/#primaryimage"},"thumbnailUrl":"https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/07\/How-IoT-Based-Solutions-Monitor-Overall-Equipment-Effectiveness-OEE-in-Machines.png","articleSection":["IoT Dashboard","IoT Technology"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.hashstudioz.com\/blog\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\/","url":"https:\/\/www.hashstudioz.com\/blog\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\/","name":"IoT OEE Monitoring: Optimize Equipment Effectiveness","isPartOf":{"@id":"https:\/\/www.hashstudioz.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.hashstudioz.com\/blog\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\/#primaryimage"},"image":{"@id":"https:\/\/www.hashstudioz.com\/blog\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\/#primaryimage"},"thumbnailUrl":"https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/07\/How-IoT-Based-Solutions-Monitor-Overall-Equipment-Effectiveness-OEE-in-Machines.png","datePublished":"2024-06-26T08:33:00+00:00","dateModified":"2025-09-04T09:32:23+00:00","description":"Discover how IoT OEE monitoring enhances machine effectiveness, boosts productivity, and improves operational efficiency with real-time data.","breadcrumb":{"@id":"https:\/\/www.hashstudioz.com\/blog\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.hashstudioz.com\/blog\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.hashstudioz.com\/blog\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\/#primaryimage","url":"https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/07\/How-IoT-Based-Solutions-Monitor-Overall-Equipment-Effectiveness-OEE-in-Machines.png","contentUrl":"https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2024\/07\/How-IoT-Based-Solutions-Monitor-Overall-Equipment-Effectiveness-OEE-in-Machines.png","width":2560,"height":1344,"caption":"How IoT-Based Solutions Monitor Overall Equipment Effectiveness (OEE) in Machines"},{"@type":"BreadcrumbList","@id":"https:\/\/www.hashstudioz.com\/blog\/how-iot-based-solutions-monitor-overall-equipment-effectiveness-oee-in-machines\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.hashstudioz.com\/blog\/"},{"@type":"ListItem","position":2,"name":"How IoT-Based Solutions Monitor Overall Equipment Effectiveness (OEE) in Machines"}]},{"@type":"WebSite","@id":"https:\/\/www.hashstudioz.com\/blog\/#website","url":"https:\/\/www.hashstudioz.com\/blog\/","name":"HashStudioz Technologies","description":"","publisher":{"@id":"https:\/\/www.hashstudioz.com\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.hashstudioz.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.hashstudioz.com\/blog\/#organization","name":"HashStudioz Technologies","url":"https:\/\/www.hashstudioz.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.hashstudioz.com\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2020\/02\/logo-1.png","contentUrl":"https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2020\/02\/logo-1.png","width":1709,"height":365,"caption":"HashStudioz Technologies"},"image":{"@id":"https:\/\/www.hashstudioz.com\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/hashstudioz\/","https:\/\/x.com\/hashstudioz","https:\/\/www.instagram.com\/hashstudioz\/","https:\/\/www.linkedin.com\/company\/hashstudioz","https:\/\/in.pinterest.com\/hashstudioz\/"]},{"@type":"Person","@id":"https:\/\/www.hashstudioz.com\/blog\/#\/schema\/person\/61104ec55f58fe9d86dadc0d9cb656a4","name":"Manvendra Kunwar","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2025\/01\/manvendra-kunwar-96x96.jpg","url":"https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2025\/01\/manvendra-kunwar-96x96.jpg","contentUrl":"https:\/\/www.hashstudioz.com\/blog\/wp-content\/uploads\/2025\/01\/manvendra-kunwar-96x96.jpg","caption":"Manvendra Kunwar"},"description":"As a Tech developer and IT consultant I've had the opportunity to work on a wide range of projects, including smart homes and industrial automation. Each issue I face motivates my passion to develop novel solutions.","sameAs":["https:\/\/www.hashstudioz.com\/"],"url":"https:\/\/www.hashstudioz.com\/blog\/author\/manvendra-kunwar\/"}]}},"_links":{"self":[{"href":"https:\/\/www.hashstudioz.com\/blog\/wp-json\/wp\/v2\/posts\/9158","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.hashstudioz.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.hashstudioz.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.hashstudioz.com\/blog\/wp-json\/wp\/v2\/users\/24"}],"replies":[{"embeddable":true,"href":"https:\/\/www.hashstudioz.com\/blog\/wp-json\/wp\/v2\/comments?post=9158"}],"version-history":[{"count":15,"href":"https:\/\/www.hashstudioz.com\/blog\/wp-json\/wp\/v2\/posts\/9158\/revisions"}],"predecessor-version":[{"id":17887,"href":"https:\/\/www.hashstudioz.com\/blog\/wp-json\/wp\/v2\/posts\/9158\/revisions\/17887"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.hashstudioz.com\/blog\/wp-json\/wp\/v2\/media\/9159"}],"wp:attachment":[{"href":"https:\/\/www.hashstudioz.com\/blog\/wp-json\/wp\/v2\/media?parent=9158"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hashstudioz.com\/blog\/wp-json\/wp\/v2\/categories?post=9158"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hashstudioz.com\/blog\/wp-json\/wp\/v2\/tags?post=9158"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}