{"id":20057,"date":"2025-05-11T12:32:24","date_gmt":"2025-05-11T09:32:24","guid":{"rendered":"https:\/\/ayeruham.com\/?p=20057"},"modified":"2025-05-11T13:05:05","modified_gmt":"2025-05-11T10:05:05","slug":"predictive-maintenance-pdm-cutting-costs-and-downtime-with-advanced-analytics","status":"publish","type":"post","link":"https:\/\/ayeruham.com\/en\/predictive-maintenance-pdm-cutting-costs-and-downtime-with-advanced-analytics\/","title":{"rendered":"Tilt and Acceleration Sensors: The Eyes of the Automation World"},"content":{"rendered":"\n<p dir=\"ltr\">Tilt and acceleration sensors are vital components in modern technology, enabling devices to detect motion, changes in orientation, and acceleration. They are embedded in a wide range of applications\u2014from mobile devices to advanced industrial robots. In this article, we\u2019ll explore what these sensors are, how they work, their advantages, and their essential role in today\u2019s industrial landscape.<\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/ayeruham.com\/wp-content\/uploads\/2025\/05\/\u05d7\u05d9\u05d9\u05e9\u05e0\u05d9\u05e03.jpg\"><img fetchpriority=\"high\" decoding=\"async\" width=\"600\" height=\"600\" data-id=\"20059\" src=\"https:\/\/ayeruham.com\/wp-content\/uploads\/2025\/05\/\u05d7\u05d9\u05d9\u05e9\u05e0\u05d9\u05e03.jpg\" alt=\"\" class=\"wp-image-20059\" srcset=\"https:\/\/ayeruham.com\/wp-content\/uploads\/2025\/05\/\u05d7\u05d9\u05d9\u05e9\u05e0\u05d9\u05e03.jpg 600w, https:\/\/ayeruham.com\/wp-content\/uploads\/2025\/05\/\u05d7\u05d9\u05d9\u05e9\u05e0\u05d9\u05e03-300x300.jpg 300w, https:\/\/ayeruham.com\/wp-content\/uploads\/2025\/05\/\u05d7\u05d9\u05d9\u05e9\u05e0\u05d9\u05e03-150x150.jpg 150w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/ayeruham.com\/wp-content\/uploads\/2025\/05\/\u05d7\u05d9\u05d9\u05e9\u05e0\u05d9\u05e01.jpg\"><img decoding=\"async\" width=\"600\" height=\"600\" data-id=\"20061\" src=\"https:\/\/ayeruham.com\/wp-content\/uploads\/2025\/05\/\u05d7\u05d9\u05d9\u05e9\u05e0\u05d9\u05e01.jpg\" alt=\"\" class=\"wp-image-20061\" srcset=\"https:\/\/ayeruham.com\/wp-content\/uploads\/2025\/05\/\u05d7\u05d9\u05d9\u05e9\u05e0\u05d9\u05e01.jpg 600w, https:\/\/ayeruham.com\/wp-content\/uploads\/2025\/05\/\u05d7\u05d9\u05d9\u05e9\u05e0\u05d9\u05e01-300x300.jpg 300w, https:\/\/ayeruham.com\/wp-content\/uploads\/2025\/05\/\u05d7\u05d9\u05d9\u05e9\u05e0\u05d9\u05e01-150x150.jpg 150w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/ayeruham.com\/wp-content\/uploads\/2025\/05\/\u05d7\u05d9\u05d9\u05e9\u05e0\u05d9\u05e02.jpg\"><img decoding=\"async\" width=\"600\" height=\"600\" data-id=\"20063\" src=\"https:\/\/ayeruham.com\/wp-content\/uploads\/2025\/05\/\u05d7\u05d9\u05d9\u05e9\u05e0\u05d9\u05e02.jpg\" alt=\"\" class=\"wp-image-20063\" srcset=\"https:\/\/ayeruham.com\/wp-content\/uploads\/2025\/05\/\u05d7\u05d9\u05d9\u05e9\u05e0\u05d9\u05e02.jpg 600w, https:\/\/ayeruham.com\/wp-content\/uploads\/2025\/05\/\u05d7\u05d9\u05d9\u05e9\u05e0\u05d9\u05e02-300x300.jpg 300w, https:\/\/ayeruham.com\/wp-content\/uploads\/2025\/05\/\u05d7\u05d9\u05d9\u05e9\u05e0\u05d9\u05e02-150x150.jpg 150w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/a><\/figure>\n<\/figure>\n\n\n\n<p dir=\"ltr\"><strong>How Predictive Maintenance Works<\/strong><strong>What Are Tilt and Acceleration Sensors?<\/strong><\/p>\n\n\n\n<p><strong>Accelerometers<\/strong> measure an object\u2019s acceleration relative to gravity\u2014that is, changes in velocity over time. In contrast, <strong>tilt sensors<\/strong> detect changes in an object\u2019s angle or orientation relative to the ground. When combined, these sensors provide accurate spatial awareness, even in the absence of direct line-of-sight to external navigation systems.<\/p>\n\n\n\n<p><strong>How Do These Sensors Work?<\/strong><\/p>\n\n\n\n<p>Tilt and acceleration sensors rely on several technologies to measure motion and angles:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Capacitive sensors<\/strong> measure changes in electrical capacitance caused by the physical movement of tiny elements inside the sensor.<\/li>\n\n\n\n<li><strong>Piezoelectric sensors<\/strong> utilize materials that generate voltage in response to mechanical pressure\u2014ideal for detecting acceleration changes.<\/li>\n\n\n\n<li><strong>MEMS (Micro Electro-Mechanical Systems)<\/strong> technology is widely used today, integrating miniature mechanical structures with electronic components to create compact, high-precision sensors.<\/li>\n<\/ul>\n\n\n\n<p>The sensor outputs are converted into electrical signals, which are then analyzed by a controller or software to determine the system&#8217;s real-time status.<\/p>\n\n\n\n<p><strong>Key Advantages<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>High precision<\/strong> \u2013 Enables accurate control of movement and positioning, essential in robotics and production lines.<\/li>\n\n\n\n<li><strong>Compact size<\/strong> \u2013 Perfect for integration into space-constrained systems.<\/li>\n\n\n\n<li><strong>Low power consumption<\/strong> \u2013 Ideal for portable or battery-powered devices.<\/li>\n\n\n\n<li><strong>Durability<\/strong> \u2013 Operates reliably in harsh conditions such as vibration, extreme temperatures, dust, or humidity.<\/li>\n<\/ul>\n\n\n\n<p><strong>Industrial Applications<\/strong><\/p>\n\n\n\n<p>In modern manufacturing, tilt and acceleration sensors play a key role in enhancing efficiency, safety, and precision. On production lines, they are integrated into control systems and robotics to detect abnormal movements of robotic arms, monitor vibrations in heavy machinery, and provide early alerts for imbalance or mechanical wear. Industries such as metal processing, plastics, food, and pharmaceuticals use them to monitor sensitive vibrations that may affect product quality. Additionally, in warehouse automation and logistics, tilt sensors help stabilize mobile robots and AGVs (Automated Guided Vehicles), ensuring accurate and safe navigation throughout the facility.<\/p>\n\n\n\n<p><strong>Additional Common Applications<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Mobile devices<\/strong> \u2013 For user motion detection, screen rotation, step counting, and gesture-based interaction.<\/li>\n\n\n\n<li><strong>Automotive<\/strong> \u2013 In safety systems like Electronic Stability Control (ESC), airbag deployment, smart braking, and more.<\/li>\n\n\n\n<li><strong>Medical and wearable devices<\/strong> \u2013 For motion tracking, physical therapy monitoring, and fall detection.<\/li>\n\n\n\n<li><strong>Robotics and autonomous navigation<\/strong> \u2013 For accurate localization in dynamic environments, even without GPS.<\/li>\n<\/ul>\n\n\n\n<p><strong>Real-World Examples<\/strong><\/p>\n\n\n\n<p dir=\"ltr\"><strong>Industrial mobile robots<\/strong> \u2013 Rely on accelerometers to move safely and stay balanced even on uneven factory floors.<\/p>\n\n\n\n<p><strong>Smartphones<\/strong> \u2013 An accelerometer detects device rotation and adjusts the screen orientation accordingly.<\/p>\n\n\n\n<p><strong>Robotic production lines<\/strong> \u2013 Tilt sensors maintain the stability of multi-axis robotic arms.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tilt and acceleration sensors are vital components in modern technology, enabling devices to detect motion, changes in orientation, and acceleration. They are embedded in a wide range of applications\u2014from mobile devices to advanced industrial robots. In this article, we\u2019ll explore what these sensors are, how they work, their advantages, and their essential role in today\u2019s [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":20061,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[989,960],"tags":[],"minisite_category":[],"class_list":["post-20057","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles","category-articles-and-news"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Industrial Encoders Advanced Solutions for Smart Industry<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ayeruham.com\/en\/predictive-maintenance-pdm-cutting-costs-and-downtime-with-advanced-analytics\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Industrial Encoders Advanced Solutions for Smart Industry\" \/>\n<meta property=\"og:description\" content=\"Tilt and acceleration sensors are vital components in modern technology, enabling devices to detect motion, changes in orientation, and acceleration. They are embedded in a wide range of applications\u2014from mobile devices to advanced industrial robots. In this article, we\u2019ll explore what these sensors are, how they work, their advantages, and their essential role in today\u2019s [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/ayeruham.com\/en\/predictive-maintenance-pdm-cutting-costs-and-downtime-with-advanced-analytics\/\" \/>\n<meta property=\"og:site_name\" content=\"\u05d0\u05d5\u05d8\u05d5\u05de\u05e6\u05d9\u05d4 \u05d9\u05e8\u05d5\u05d7\u05dd\" \/>\n<meta property=\"article:published_time\" content=\"2025-05-11T09:32:24+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-05-11T10:05:05+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/ayeruham.com\/wp-content\/uploads\/2025\/05\/\u05d7\u05d9\u05d9\u05e9\u05e0\u05d9\u05e01.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"600\" \/>\n\t<meta property=\"og:image:height\" content=\"600\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Dana Davidson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Dana Davidson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/ayeruham.com\/en\/predictive-maintenance-pdm-cutting-costs-and-downtime-with-advanced-analytics\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/ayeruham.com\/en\/predictive-maintenance-pdm-cutting-costs-and-downtime-with-advanced-analytics\/\"},\"author\":{\"name\":\"Dana Davidson\",\"@id\":\"https:\/\/ayeruham.com\/en\/#\/schema\/person\/493d566034035c3f4578ee3d56407093\"},\"headline\":\"Tilt and Acceleration Sensors: The Eyes of the Automation World\",\"datePublished\":\"2025-05-11T09:32:24+00:00\",\"dateModified\":\"2025-05-11T10:05:05+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/ayeruham.com\/en\/predictive-maintenance-pdm-cutting-costs-and-downtime-with-advanced-analytics\/\"},\"wordCount\":474,\"image\":{\"@id\":\"https:\/\/ayeruham.com\/en\/predictive-maintenance-pdm-cutting-costs-and-downtime-with-advanced-analytics\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/ayeruham.com\/wp-content\/uploads\/2025\/05\/\u05d7\u05d9\u05d9\u05e9\u05e0\u05d9\u05e01.jpg\",\"articleSection\":[\"Articles\",\"Articles and news\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/ayeruham.com\/en\/predictive-maintenance-pdm-cutting-costs-and-downtime-with-advanced-analytics\/\",\"url\":\"https:\/\/ayeruham.com\/en\/predictive-maintenance-pdm-cutting-costs-and-downtime-with-advanced-analytics\/\",\"name\":\"Industrial Encoders Advanced Solutions for Smart Industry\",\"isPartOf\":{\"@id\":\"https:\/\/ayeruham.com\/en\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/ayeruham.com\/en\/predictive-maintenance-pdm-cutting-costs-and-downtime-with-advanced-analytics\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/ayeruham.com\/en\/predictive-maintenance-pdm-cutting-costs-and-downtime-with-advanced-analytics\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/ayeruham.com\/wp-content\/uploads\/2025\/05\/\u05d7\u05d9\u05d9\u05e9\u05e0\u05d9\u05e01.jpg\",\"datePublished\":\"2025-05-11T09:32:24+00:00\",\"dateModified\":\"2025-05-11T10:05:05+00:00\",\"author\":{\"@id\":\"https:\/\/ayeruham.com\/en\/#\/schema\/person\/493d566034035c3f4578ee3d56407093\"},\"breadcrumb\":{\"@id\":\"https:\/\/ayeruham.com\/en\/predictive-maintenance-pdm-cutting-costs-and-downtime-with-advanced-analytics\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/ayeruham.com\/en\/predictive-maintenance-pdm-cutting-costs-and-downtime-with-advanced-analytics\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/ayeruham.com\/en\/predictive-maintenance-pdm-cutting-costs-and-downtime-with-advanced-analytics\/#primaryimage\",\"url\":\"https:\/\/ayeruham.com\/wp-content\/uploads\/2025\/05\/\u05d7\u05d9\u05d9\u05e9\u05e0\u05d9\u05e01.jpg\",\"contentUrl\":\"https:\/\/ayeruham.com\/wp-content\/uploads\/2025\/05\/\u05d7\u05d9\u05d9\u05e9\u05e0\u05d9\u05e01.jpg\",\"width\":600,\"height\":600},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/ayeruham.com\/en\/predictive-maintenance-pdm-cutting-costs-and-downtime-with-advanced-analytics\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/ayeruham.com\/en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Articles and news\",\"item\":\"https:\/\/ayeruham.com\/en\/category\/articles-and-news\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Tilt and Acceleration Sensors: The Eyes of the Automation World\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/ayeruham.com\/en\/#website\",\"url\":\"https:\/\/ayeruham.com\/en\/\",\"name\":\"\u05d0\u05d5\u05d8\u05d5\u05de\u05e6\u05d9\u05d4 \u05d9\u05e8\u05d5\u05d7\u05dd\",\"description\":\"\u05d7\u05e9\u05d9\u05d1\u05d4 \u05de\u05ea\u05e7\u05d3\u05de\u05ea \u05d1\u05d9\u05d9\u05e6\u05d5\u05e8\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/ayeruham.com\/en\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/ayeruham.com\/en\/#\/schema\/person\/493d566034035c3f4578ee3d56407093\",\"name\":\"Dana Davidson\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/ayeruham.com\/en\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/9afb235af6100783372ecd37875588fbfd06a4881bce58b8bfcc298409c550a7?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/9afb235af6100783372ecd37875588fbfd06a4881bce58b8bfcc298409c550a7?s=96&d=mm&r=g\",\"caption\":\"Dana Davidson\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Industrial Encoders Advanced Solutions for Smart Industry","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:\/\/ayeruham.com\/en\/predictive-maintenance-pdm-cutting-costs-and-downtime-with-advanced-analytics\/","og_locale":"en_US","og_type":"article","og_title":"Industrial Encoders Advanced Solutions for Smart Industry","og_description":"Tilt and acceleration sensors are vital components in modern technology, enabling devices to detect motion, changes in orientation, and acceleration. They are embedded in a wide range of applications\u2014from mobile devices to advanced industrial robots. In this article, we\u2019ll explore what these sensors are, how they work, their advantages, and their essential role in today\u2019s [&hellip;]","og_url":"https:\/\/ayeruham.com\/en\/predictive-maintenance-pdm-cutting-costs-and-downtime-with-advanced-analytics\/","og_site_name":"\u05d0\u05d5\u05d8\u05d5\u05de\u05e6\u05d9\u05d4 \u05d9\u05e8\u05d5\u05d7\u05dd","article_published_time":"2025-05-11T09:32:24+00:00","article_modified_time":"2025-05-11T10:05:05+00:00","og_image":[{"width":600,"height":600,"url":"https:\/\/ayeruham.com\/wp-content\/uploads\/2025\/05\/\u05d7\u05d9\u05d9\u05e9\u05e0\u05d9\u05e01.jpg","type":"image\/jpeg"}],"author":"Dana Davidson","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Dana Davidson","Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/ayeruham.com\/en\/predictive-maintenance-pdm-cutting-costs-and-downtime-with-advanced-analytics\/#article","isPartOf":{"@id":"https:\/\/ayeruham.com\/en\/predictive-maintenance-pdm-cutting-costs-and-downtime-with-advanced-analytics\/"},"author":{"name":"Dana Davidson","@id":"https:\/\/ayeruham.com\/en\/#\/schema\/person\/493d566034035c3f4578ee3d56407093"},"headline":"Tilt and Acceleration Sensors: The Eyes of the Automation World","datePublished":"2025-05-11T09:32:24+00:00","dateModified":"2025-05-11T10:05:05+00:00","mainEntityOfPage":{"@id":"https:\/\/ayeruham.com\/en\/predictive-maintenance-pdm-cutting-costs-and-downtime-with-advanced-analytics\/"},"wordCount":474,"image":{"@id":"https:\/\/ayeruham.com\/en\/predictive-maintenance-pdm-cutting-costs-and-downtime-with-advanced-analytics\/#primaryimage"},"thumbnailUrl":"https:\/\/ayeruham.com\/wp-content\/uploads\/2025\/05\/\u05d7\u05d9\u05d9\u05e9\u05e0\u05d9\u05e01.jpg","articleSection":["Articles","Articles and news"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/ayeruham.com\/en\/predictive-maintenance-pdm-cutting-costs-and-downtime-with-advanced-analytics\/","url":"https:\/\/ayeruham.com\/en\/predictive-maintenance-pdm-cutting-costs-and-downtime-with-advanced-analytics\/","name":"Industrial Encoders Advanced Solutions for Smart Industry","isPartOf":{"@id":"https:\/\/ayeruham.com\/en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/ayeruham.com\/en\/predictive-maintenance-pdm-cutting-costs-and-downtime-with-advanced-analytics\/#primaryimage"},"image":{"@id":"https:\/\/ayeruham.com\/en\/predictive-maintenance-pdm-cutting-costs-and-downtime-with-advanced-analytics\/#primaryimage"},"thumbnailUrl":"https:\/\/ayeruham.com\/wp-content\/uploads\/2025\/05\/\u05d7\u05d9\u05d9\u05e9\u05e0\u05d9\u05e01.jpg","datePublished":"2025-05-11T09:32:24+00:00","dateModified":"2025-05-11T10:05:05+00:00","author":{"@id":"https:\/\/ayeruham.com\/en\/#\/schema\/person\/493d566034035c3f4578ee3d56407093"},"breadcrumb":{"@id":"https:\/\/ayeruham.com\/en\/predictive-maintenance-pdm-cutting-costs-and-downtime-with-advanced-analytics\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/ayeruham.com\/en\/predictive-maintenance-pdm-cutting-costs-and-downtime-with-advanced-analytics\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/ayeruham.com\/en\/predictive-maintenance-pdm-cutting-costs-and-downtime-with-advanced-analytics\/#primaryimage","url":"https:\/\/ayeruham.com\/wp-content\/uploads\/2025\/05\/\u05d7\u05d9\u05d9\u05e9\u05e0\u05d9\u05e01.jpg","contentUrl":"https:\/\/ayeruham.com\/wp-content\/uploads\/2025\/05\/\u05d7\u05d9\u05d9\u05e9\u05e0\u05d9\u05e01.jpg","width":600,"height":600},{"@type":"BreadcrumbList","@id":"https:\/\/ayeruham.com\/en\/predictive-maintenance-pdm-cutting-costs-and-downtime-with-advanced-analytics\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/ayeruham.com\/en\/"},{"@type":"ListItem","position":2,"name":"Articles and news","item":"https:\/\/ayeruham.com\/en\/category\/articles-and-news\/"},{"@type":"ListItem","position":3,"name":"Tilt and Acceleration Sensors: The Eyes of the Automation World"}]},{"@type":"WebSite","@id":"https:\/\/ayeruham.com\/en\/#website","url":"https:\/\/ayeruham.com\/en\/","name":"\u05d0\u05d5\u05d8\u05d5\u05de\u05e6\u05d9\u05d4 \u05d9\u05e8\u05d5\u05d7\u05dd","description":"\u05d7\u05e9\u05d9\u05d1\u05d4 \u05de\u05ea\u05e7\u05d3\u05de\u05ea \u05d1\u05d9\u05d9\u05e6\u05d5\u05e8","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/ayeruham.com\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/ayeruham.com\/en\/#\/schema\/person\/493d566034035c3f4578ee3d56407093","name":"Dana Davidson","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/ayeruham.com\/en\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/9afb235af6100783372ecd37875588fbfd06a4881bce58b8bfcc298409c550a7?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/9afb235af6100783372ecd37875588fbfd06a4881bce58b8bfcc298409c550a7?s=96&d=mm&r=g","caption":"Dana Davidson"}}]}},"_links":{"self":[{"href":"https:\/\/ayeruham.com\/en\/wp-json\/wp\/v2\/posts\/20057","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ayeruham.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ayeruham.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ayeruham.com\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/ayeruham.com\/en\/wp-json\/wp\/v2\/comments?post=20057"}],"version-history":[{"count":3,"href":"https:\/\/ayeruham.com\/en\/wp-json\/wp\/v2\/posts\/20057\/revisions"}],"predecessor-version":[{"id":20068,"href":"https:\/\/ayeruham.com\/en\/wp-json\/wp\/v2\/posts\/20057\/revisions\/20068"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ayeruham.com\/en\/wp-json\/wp\/v2\/media\/20061"}],"wp:attachment":[{"href":"https:\/\/ayeruham.com\/en\/wp-json\/wp\/v2\/media?parent=20057"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ayeruham.com\/en\/wp-json\/wp\/v2\/categories?post=20057"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ayeruham.com\/en\/wp-json\/wp\/v2\/tags?post=20057"},{"taxonomy":"minisite_category","embeddable":true,"href":"https:\/\/ayeruham.com\/en\/wp-json\/wp\/v2\/minisite_category?post=20057"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}