{"id":9522,"date":"2021-06-25T15:46:19","date_gmt":"2021-06-25T13:46:19","guid":{"rendered":"https:\/\/future-markets-magazine.com\/?p=9522"},"modified":"2024-07-03T14:38:43","modified_gmt":"2024-07-03T12:38:43","slug":"smart-industrial-inertial-sensors","status":"publish","type":"post","link":"https:\/\/future-markets-magazine.com\/en\/electronics-semiconductor-industry-en\/smart-industrial-inertial-sensors\/","title":{"rendered":"Smart industrial inertial sensors"},"content":{"rendered":"<p class=\"p1\"><b>Condition monitoring is a key element of the predictive maintenance approach for industrial installations. When it comes to the design of condition monitoring systems, many different &shy;requirements need to be taken into account. <\/b><\/p>\n<p class=\"p1\"><span class=\"s1\">The mission profile of the system needs to be explored from the hardware and software perspective. And this, while looking at the need for different levels of integration between all domains. Security and data flow are key elements to take into account. As these now drive the decision process and choice of wired or wireless connectivity. Additionally, the protocols used, if and how data encryption should be implemented, and where first <a href=\"https:\/\/future-markets-magazine.com\/en\/encyclopedia\/inference\/\" target=\"_blank\" title=\"Phase of application of artificial intelligence. After the system has been trained, it calls on&hellip;\" class=\"encyclopedia\">inference<\/a> should happen. At the hardware level, any condition-monitoring solution needs to be compact, robust and operationally transparent. For this reason, using the most suitable sensors to measure features such as temperature and vibration. And also connected wirelessly to a backend system, offer the simplest and most effective way of implementing condition monitoring.<\/span><\/p>\n<h2 class=\"p2\">MEMS Sensors enable affordable, compact condition monitoring<\/h2>\n<p class=\"p1\"><span class=\"s1\">In recent years, important milestones have been reached in reducing the cost of condition-monitoring sensors. For example, piezoelectrical sensors have largely been replaced by micro-electromechanical systems (<a href=\"https:\/\/future-markets-magazine.com\/en\/encyclopedia\/mems\/\" target=\"_blank\" title=\"Micro-Electro-Mechanical System\" class=\"encyclopedia\">MEMS<\/a>) technologies. These sensors are smaller and more robust, but are also more highly integrated, which delivers comparable performance at lower costs. These benefits have helped lower the barriers to adoption of condition monitoring on a much larger scale. As a result of these recent innovations, from suppliers such as STMicroelectronics, it is now possible to develop battery-powered condition-monitoring-sensors. These sensors can measure less than one centimetre on each side and can be easily retrofitted. They also use artificial intelligence to &ldquo;understand&rdquo; what is being measured after they have been deployed. <\/span><\/p>\n<p class=\"p1\"><span class=\"s1\">For condition monitoring, one of the most useful properties to observe is movement. Movement can be interpreted in many ways and often it is intentional &ndash; such as the rotation of a gear. But it can also be secondary. Such as the vibration caused in a drive shaft due to the load on the gears changing over time. Vibration-monitoring is fundamental to condition monitoring, which is why vibration-monitoring currently accounts for more than 50&thinsp;% of the market. The reason for this is that vibration is intrinsically correlated to the various faults that a mechanical system can experience.<\/span><\/p>\n<h2 class=\"p2\">An industrial sensor with a Machine-&shy;Learning Core<\/h2>\n<p class=\"p1\"><span class=\"s1\">ST has developed an inertial sensor with machine-learning capabilities that is architectured for industrial applications. It is part of the smartest family of iNEMO <a href=\"https:\/\/future-markets-magazine.com\/en\/encyclopedia\/mems\/\" target=\"_blank\" title=\"Micro-Electro-Mechanical System\" class=\"encyclopedia\">MEMS<\/a> sensors. Which is recognisable by the letter X at the end of their nomenclature and the presence of a machine-learning core. <\/span><\/p>\n<p class=\"p1\"><span class=\"s1\">The ISM330DHCX is a system-in-package device featuring a high-performance 3D digital accelerometer and 3D digital gyroscope. It has a machine-learning processor built into the sensor itself with up to 16 configurable decision trees. That is designed to run in a highly power-efficient manner and provides accurate results in the shortest possible time. This means, that there is no using of a host microcontroller to run an <a href=\"https:\/\/future-markets-magazine.com\/en\/encyclopedia\/algorithm\/\" target=\"_blank\" title=\"A generally interpretable unique description of a sequence of actions to resolve a &ndash; usually&hellip;\" class=\"encyclopedia\">algorithm<\/a> and draw conclusions from the available data. Which demands a lot of energy. Because the decision tree in the sensor can run an inductive <a href=\"https:\/\/future-markets-magazine.com\/en\/encyclopedia\/algorithm\/\" target=\"_blank\" title=\"A generally interpretable unique description of a sequence of actions to resolve a &ndash; usually&hellip;\" class=\"encyclopedia\">algorithm<\/a> at a fraction of the power consumption.&nbsp;<\/span><span class=\"s1\">As a result, the system can recognise specific vibration or movements <\/span><span class=\"s2\">and infer results from pre-defined patterns. Typically using less than one hundredth of the MCU power<\/span><span class=\"s1\"> used for the same typical tasks.<\/span><\/p>\n<h2>Functionality of the system-in-package device ISM330DHCX<\/h2>\n<p class=\"p1\"><span class=\"s2\">The ISM330DHCX leverages the robust and mature-man<\/span><span class=\"s1\">ufacturing processes already used in the production of <\/span><span class=\"s2\">billions of micromachined accelerometers and gyroscopes. The various sensing elements are manufactured using specialised micromachining processes, while the IC interfaces are developed using <a href=\"https:\/\/future-markets-magazine.com\/en\/encyclopedia\/cmos\/\" target=\"_blank\" title=\"Complementary Metal Oxide Semiconductor\" class=\"encyclopedia\">CMOS<\/a> technology. That allows the design of a dedicated circuit that is trimmed to better match the characteristics of the sensing element. <\/span><\/p>\n<p class=\"p1\"><span class=\"s2\">In the ISM330DHCX, the sensing elements of the accelerometer <\/span><span class=\"s1\">and of the gyroscope are implemented on the same <\/span><span class=\"s2\">silicon die. Thus guaranteeing superior stability and ro<\/span><span class=\"s1\">bustness. <\/span><span class=\"s1\">The ISM330DHCX has a <a href=\"https:\/\/future-markets-magazine.com\/en\/encyclopedia\/bias\/\" target=\"_blank\" title=\"In the context of AI, this term describes the bias of a system that leads&hellip;\" class=\"encyclopedia\">bias<\/a> stability of only 3 degrees per hour. And it also offers very high precision with<\/span> <span class=\"s1\">an angular rate capable of reaching 4,000 degrees per <\/span><span class=\"s2\">second (dps). It operates over a broad temperature range <\/span><span class=\"s1\">of -40&thinsp;&ordm;C to +105&thinsp;&ordm;C. And includes a temperature-compensation system to better maintain its accuracy, even<\/span> <span class=\"s1\">under the harshest conditions. Additionally, the typical <\/span><span class=\"s2\">zero-rate-level change vs. temperature, is only &plusmn;0.005 dps\/&ordm;C. This measures the variation of <a href=\"https:\/\/future-markets-magazine.com\/en\/encyclopedia\/bias\/\" target=\"_blank\" title=\"In the context of AI, this term describes the bias of a system that leads&hellip;\" class=\"encyclopedia\">bias<\/a> as the environment gets hotter or colder.<\/span><\/p>\n<h2 class=\"p2\">Getting started quickly<\/h2>\n<p class=\"p1\">The best way to start testing the new inertial sensors is to get a development board. The &shy;ISM330DHCX is on the STEVAL-MKI207V1 and is compatible with the STEVAL-MKI109V3 motherboard, which incorporates an STM32 microcontroller. This is the quickest way to start &shy;experimenting with the graphical-user interface they &shy;offer and begin working on a prototype. ST even &shy;offers &shy;finite-state-machine and machine-learning examples, &shy;allowing developers to experiment with their scripts to grasp the components&rsquo; capabilities.<\/p>\n<p>&nbsp;<\/p>\n<p>Discover more about STMicroelectronis: <strong><a href=\"https:\/\/www.st.com\/content\/st_com\/en.html\">www.st.com.<\/a><\/strong><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Condition monitoring is a key element of the predictive maintenance approach for industrial installations. When&hellip;<\/p>\n","protected":false},"author":3,"featured_media":9436,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[2153],"tags":[740,2174,1588,1587,2177,1380,2173,2176,2175,2172],"class_list":["post-9522","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-electronics-semiconductor-industry-en","tag-condition-monitoring-en","tag-condition-monitoring-solution","tag-fmm-en","tag-future-markets-magazine-en","tag-inertial-sensors","tag-mems-en","tag-st","tag-steval-mki109v3","tag-steval-mki207v1-ism330dhcx","tag-stmicroelectronics"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Smart industrial inertial sensors | Future Markets Magazine<\/title>\n<meta name=\"description\" content=\"At condition monitoring systems, various requirements must be taken into account, which can be achieved with the help of smart inertial sensors.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/future-markets-magazine.com\/en\/electronics-semiconductor-industry-en\/smart-industrial-inertial-sensors\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Smart industrial inertial sensors | Future Markets Magazine\" \/>\n<meta property=\"og:description\" content=\"At condition monitoring systems, various requirements must be taken into account, which can be achieved with the help of smart inertial sensors.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/future-markets-magazine.com\/en\/electronics-semiconductor-industry-en\/smart-industrial-inertial-sensors\/\" \/>\n<meta property=\"og:site_name\" content=\"Future Markets Magazine\" \/>\n<meta property=\"article:published_time\" content=\"2021-06-25T13:46:19+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-07-03T12:38:43+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/future-markets-magazine.com\/wp-content\/uploads\/2021\/06\/Electronics_STMicroelectronics_1200x400px.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"400\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"The Quintessence\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@induagent\" \/>\n<meta name=\"twitter:site\" content=\"@induagent\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"The Quintessence\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/future-markets-magazine.com\\\/en\\\/electronics-semiconductor-industry-en\\\/smart-industrial-inertial-sensors\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/future-markets-magazine.com\\\/en\\\/electronics-semiconductor-industry-en\\\/smart-industrial-inertial-sensors\\\/\"},\"author\":{\"name\":\"The Quintessence\",\"@id\":\"https:\\\/\\\/future-markets-magazine.com\\\/en\\\/#\\\/schema\\\/person\\\/1a81a89dd007fa600f4a861279bc5ac3\"},\"headline\":\"Smart industrial inertial sensors\",\"datePublished\":\"2021-06-25T13:46:19+00:00\",\"dateModified\":\"2024-07-03T12:38:43+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/future-markets-magazine.com\\\/en\\\/electronics-semiconductor-industry-en\\\/smart-industrial-inertial-sensors\\\/\"},\"wordCount\":831,\"image\":{\"@id\":\"https:\\\/\\\/future-markets-magazine.com\\\/en\\\/electronics-semiconductor-industry-en\\\/smart-industrial-inertial-sensors\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/future-markets-magazine.com\\\/wp-content\\\/uploads\\\/2021\\\/06\\\/Electronics_STMicroelectronics_1200x400px.jpg\",\"keywords\":[\"Condition monitoring\",\"condition-monitoring solution\",\"FMM\",\"future markets magazine\",\"inertial sensors\",\"MEMS\",\"ST\",\"STEVAL-MKI109V3\",\"STEVAL-MKI207V1 ISM330DHCX\",\"STMicroelectronics\"],\"articleSection\":[\"Electronics\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/future-markets-magazine.com\\\/en\\\/electronics-semiconductor-industry-en\\\/smart-industrial-inertial-sensors\\\/\",\"url\":\"https:\\\/\\\/future-markets-magazine.com\\\/en\\\/electronics-semiconductor-industry-en\\\/smart-industrial-inertial-sensors\\\/\",\"name\":\"Smart industrial inertial sensors | Future Markets Magazine\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/future-markets-magazine.com\\\/en\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/future-markets-magazine.com\\\/en\\\/electronics-semiconductor-industry-en\\\/smart-industrial-inertial-sensors\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/future-markets-magazine.com\\\/en\\\/electronics-semiconductor-industry-en\\\/smart-industrial-inertial-sensors\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/future-markets-magazine.com\\\/wp-content\\\/uploads\\\/2021\\\/06\\\/Electronics_STMicroelectronics_1200x400px.jpg\",\"datePublished\":\"2021-06-25T13:46:19+00:00\",\"dateModified\":\"2024-07-03T12:38:43+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/future-markets-magazine.com\\\/en\\\/#\\\/schema\\\/person\\\/1a81a89dd007fa600f4a861279bc5ac3\"},\"description\":\"At condition monitoring systems, various requirements must be taken into account, which can be achieved with the help of smart inertial sensors.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/future-markets-magazine.com\\\/en\\\/electronics-semiconductor-industry-en\\\/smart-industrial-inertial-sensors\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/future-markets-magazine.com\\\/en\\\/electronics-semiconductor-industry-en\\\/smart-industrial-inertial-sensors\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/future-markets-magazine.com\\\/en\\\/electronics-semiconductor-industry-en\\\/smart-industrial-inertial-sensors\\\/#primaryimage\",\"url\":\"https:\\\/\\\/future-markets-magazine.com\\\/wp-content\\\/uploads\\\/2021\\\/06\\\/Electronics_STMicroelectronics_1200x400px.jpg\",\"contentUrl\":\"https:\\\/\\\/future-markets-magazine.com\\\/wp-content\\\/uploads\\\/2021\\\/06\\\/Electronics_STMicroelectronics_1200x400px.jpg\",\"width\":1200,\"height\":400,\"caption\":\"Gastbeitrag von STMicroelectronics \u00fcber Condition Monitoring \\\/ Guest editorial about STMicroelectronics\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/future-markets-magazine.com\\\/en\\\/electronics-semiconductor-industry-en\\\/smart-industrial-inertial-sensors\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/future-markets-magazine.com\\\/en\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Smart industrial inertial sensors\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/future-markets-magazine.com\\\/en\\\/#website\",\"url\":\"https:\\\/\\\/future-markets-magazine.com\\\/en\\\/\",\"name\":\"Future Markets Magazine\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/future-markets-magazine.com\\\/en\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/future-markets-magazine.com\\\/en\\\/#\\\/schema\\\/person\\\/1a81a89dd007fa600f4a861279bc5ac3\",\"name\":\"The Quintessence\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Smart industrial inertial sensors | Future Markets Magazine","description":"At condition monitoring systems, various requirements must be taken into account, which can be achieved with the help of smart inertial sensors.","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:\/\/future-markets-magazine.com\/en\/electronics-semiconductor-industry-en\/smart-industrial-inertial-sensors\/","og_locale":"en_US","og_type":"article","og_title":"Smart industrial inertial sensors | Future Markets Magazine","og_description":"At condition monitoring systems, various requirements must be taken into account, which can be achieved with the help of smart inertial sensors.","og_url":"https:\/\/future-markets-magazine.com\/en\/electronics-semiconductor-industry-en\/smart-industrial-inertial-sensors\/","og_site_name":"Future Markets Magazine","article_published_time":"2021-06-25T13:46:19+00:00","article_modified_time":"2024-07-03T12:38:43+00:00","og_image":[{"width":1200,"height":400,"url":"https:\/\/future-markets-magazine.com\/wp-content\/uploads\/2021\/06\/Electronics_STMicroelectronics_1200x400px.jpg","type":"image\/jpeg"}],"author":"The Quintessence","twitter_card":"summary_large_image","twitter_creator":"@induagent","twitter_site":"@induagent","twitter_misc":{"Written by":"The Quintessence","Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/future-markets-magazine.com\/en\/electronics-semiconductor-industry-en\/smart-industrial-inertial-sensors\/#article","isPartOf":{"@id":"https:\/\/future-markets-magazine.com\/en\/electronics-semiconductor-industry-en\/smart-industrial-inertial-sensors\/"},"author":{"name":"The Quintessence","@id":"https:\/\/future-markets-magazine.com\/en\/#\/schema\/person\/1a81a89dd007fa600f4a861279bc5ac3"},"headline":"Smart industrial inertial sensors","datePublished":"2021-06-25T13:46:19+00:00","dateModified":"2024-07-03T12:38:43+00:00","mainEntityOfPage":{"@id":"https:\/\/future-markets-magazine.com\/en\/electronics-semiconductor-industry-en\/smart-industrial-inertial-sensors\/"},"wordCount":831,"image":{"@id":"https:\/\/future-markets-magazine.com\/en\/electronics-semiconductor-industry-en\/smart-industrial-inertial-sensors\/#primaryimage"},"thumbnailUrl":"https:\/\/future-markets-magazine.com\/wp-content\/uploads\/2021\/06\/Electronics_STMicroelectronics_1200x400px.jpg","keywords":["Condition monitoring","condition-monitoring solution","FMM","future markets magazine","inertial sensors","MEMS","ST","STEVAL-MKI109V3","STEVAL-MKI207V1 ISM330DHCX","STMicroelectronics"],"articleSection":["Electronics"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/future-markets-magazine.com\/en\/electronics-semiconductor-industry-en\/smart-industrial-inertial-sensors\/","url":"https:\/\/future-markets-magazine.com\/en\/electronics-semiconductor-industry-en\/smart-industrial-inertial-sensors\/","name":"Smart industrial inertial sensors | Future Markets Magazine","isPartOf":{"@id":"https:\/\/future-markets-magazine.com\/en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/future-markets-magazine.com\/en\/electronics-semiconductor-industry-en\/smart-industrial-inertial-sensors\/#primaryimage"},"image":{"@id":"https:\/\/future-markets-magazine.com\/en\/electronics-semiconductor-industry-en\/smart-industrial-inertial-sensors\/#primaryimage"},"thumbnailUrl":"https:\/\/future-markets-magazine.com\/wp-content\/uploads\/2021\/06\/Electronics_STMicroelectronics_1200x400px.jpg","datePublished":"2021-06-25T13:46:19+00:00","dateModified":"2024-07-03T12:38:43+00:00","author":{"@id":"https:\/\/future-markets-magazine.com\/en\/#\/schema\/person\/1a81a89dd007fa600f4a861279bc5ac3"},"description":"At condition monitoring systems, various requirements must be taken into account, which can be achieved with the help of smart inertial sensors.","breadcrumb":{"@id":"https:\/\/future-markets-magazine.com\/en\/electronics-semiconductor-industry-en\/smart-industrial-inertial-sensors\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/future-markets-magazine.com\/en\/electronics-semiconductor-industry-en\/smart-industrial-inertial-sensors\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/future-markets-magazine.com\/en\/electronics-semiconductor-industry-en\/smart-industrial-inertial-sensors\/#primaryimage","url":"https:\/\/future-markets-magazine.com\/wp-content\/uploads\/2021\/06\/Electronics_STMicroelectronics_1200x400px.jpg","contentUrl":"https:\/\/future-markets-magazine.com\/wp-content\/uploads\/2021\/06\/Electronics_STMicroelectronics_1200x400px.jpg","width":1200,"height":400,"caption":"Gastbeitrag von STMicroelectronics \u00fcber Condition Monitoring \/ Guest editorial about STMicroelectronics"},{"@type":"BreadcrumbList","@id":"https:\/\/future-markets-magazine.com\/en\/electronics-semiconductor-industry-en\/smart-industrial-inertial-sensors\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/future-markets-magazine.com\/en\/"},{"@type":"ListItem","position":2,"name":"Smart industrial inertial sensors"}]},{"@type":"WebSite","@id":"https:\/\/future-markets-magazine.com\/en\/#website","url":"https:\/\/future-markets-magazine.com\/en\/","name":"Future Markets Magazine","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/future-markets-magazine.com\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/future-markets-magazine.com\/en\/#\/schema\/person\/1a81a89dd007fa600f4a861279bc5ac3","name":"The Quintessence"}]}},"_links":{"self":[{"href":"https:\/\/future-markets-magazine.com\/en\/wp-json\/wp\/v2\/posts\/9522","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/future-markets-magazine.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/future-markets-magazine.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/future-markets-magazine.com\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/future-markets-magazine.com\/en\/wp-json\/wp\/v2\/comments?post=9522"}],"version-history":[{"count":10,"href":"https:\/\/future-markets-magazine.com\/en\/wp-json\/wp\/v2\/posts\/9522\/revisions"}],"predecessor-version":[{"id":12116,"href":"https:\/\/future-markets-magazine.com\/en\/wp-json\/wp\/v2\/posts\/9522\/revisions\/12116"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/future-markets-magazine.com\/en\/wp-json\/wp\/v2\/media\/9436"}],"wp:attachment":[{"href":"https:\/\/future-markets-magazine.com\/en\/wp-json\/wp\/v2\/media?parent=9522"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/future-markets-magazine.com\/en\/wp-json\/wp\/v2\/categories?post=9522"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/future-markets-magazine.com\/en\/wp-json\/wp\/v2\/tags?post=9522"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}