{"id":3069,"date":"2025-02-25T14:16:11","date_gmt":"2025-02-25T05:16:11","guid":{"rendered":"https:\/\/aireviewirush.com\/?p=3069"},"modified":"2025-02-25T14:16:11","modified_gmt":"2025-02-25T05:16:11","slug":"how-siemens-power-makes-use-of-aws-for-its-iiot-platform-and-sensible-manufacturing","status":"publish","type":"post","link":"https:\/\/aireviewirush.com\/?p=3069","title":{"rendered":"How Siemens Power makes use of AWS for its IIoT platform and sensible manufacturing"},"content":{"rendered":"<p> <br \/>\n<\/p>\n<div id=\"\">\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_53 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title \" >Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\" role=\"button\"><label for=\"item-6a2b98db7f38a\" ><span class=\"\"><span style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input aria-label=\"Toggle\" aria-label=\"item-6a2b98db7f38a\"  type=\"checkbox\" id=\"item-6a2b98db7f38a\"><\/a><\/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:\/\/aireviewirush.com\/?p=3069\/#Introduction\" title=\"Introduction\">Introduction<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/aireviewirush.com\/?p=3069\/#Challenges\" title=\"Challenges\">Challenges<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/aireviewirush.com\/?p=3069\/#Resolution_Overview\" title=\"Resolution Overview\">Resolution Overview<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/aireviewirush.com\/?p=3069\/#Outcomes\" title=\"Outcomes\">Outcomes<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/aireviewirush.com\/?p=3069\/#Outlook_and_Conclusion\" title=\"Outlook and Conclusion\">Outlook and Conclusion<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/aireviewirush.com\/?p=3069\/#Concerning_the_authors\" title=\"Concerning the authors\">Concerning the authors<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/aireviewirush.com\/?p=3069\/#Mario_Pilz\" title=\"Mario Pilz\">Mario Pilz<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/aireviewirush.com\/?p=3069\/#Vikram_Krishna\" title=\"Vikram Krishna\">Vikram Krishna<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/aireviewirush.com\/?p=3069\/#Sebastian_Viviani\" title=\"Sebasti\u00e1n Viviani\">Sebasti\u00e1n Viviani<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/aireviewirush.com\/?p=3069\/#Dimitrios_Spiliopoulos\" title=\"Dimitrios Spiliopoulos\">Dimitrios Spiliopoulos<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Introduction\"><\/span>Introduction<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><a href=\"https:\/\/www.siemens-energy.com\/global\/en\/home.html?gclid=CjwKCAjwxY-3BhAuEiwAu7Y6szfHXvnN7Ixs_Hx0l7kF4xvPFb312OLSJo5YV-i3Bh0PQfwHqcjEehoCSpsQAvD_BwE&amp;gad_source=1\" target=\"_blank\" rel=\"noopener\">Siemens Power<\/a> is among the world\u2019s largest vitality expertise firms with <a href=\"https:\/\/www.siemens-energy.com\/global\/en\/home\/products-services\/product-offerings\/power-plants.html\" target=\"_blank\" rel=\"noopener\">world-class manufacturing amenities<\/a> throughout the globe. Siemens Power leverages Amazon Net Companies (AWS) capabilities to reinforce the effectivity and sustainability of its manufacturing unit shopfloor operations. The corporate is on the forefront of driving the worldwide vitality transition by offering modern applied sciences and data-oriented providers and functions that optimize the design and manufacturing of apparatus for vitality technology, storage, transmission, and utilization. Siemens Power is empowering its factories to attain better effectivity and sustainability by a standardized method of integrating Web of Issues (IoT) knowledge from bodily belongings whereas consolidating and structuring the information utilizing AWS native providers. This permits citizen-developers or Operational Expertise (OT) personnel to leverage the information to create particular person and customised manufacturing unit use circumstances.<\/p>\n<p>On this weblog, we discover how Siemens Power leverages AWS for his or her IoT Linked Manufacturing unit Platform, which collects, buildings, and analyzes knowledge from totally different manufacturing belongings. This integration offers a complete interface for manufacturing unit operators to observe their manufacturing course of, monitor vitality utilization, and predict upkeep wants in a wise, environment friendly, and proactive method.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Challenges\"><\/span>Challenges<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>For Siemens Power, every manufacturing unit and manufacturing line operated with totally different procedures, strategies, and equipment. This introduced a bunch of distinctive challenges:<\/p>\n<ul>\n<li>There was no commonplace IoT resolution throughout all websites, simply remoted proof of ideas in just a few. The complexity is amplified by the presence of a number of machine connectivity and knowledge aggregation functions that finally ends up being remoted knowledge silos.<\/li>\n<li>A number of websites are massive brownfield environments with belongings which have over ten totally different machine knowledge protocols. Integrating knowledge from such an atmosphere additional complicates efforts to create a cohesive and environment friendly system.<\/li>\n<li>Making certain that safety is built-in from the bottom up provides one other layer of issue, because it requires sturdy options to guard a various array of units and protocols from potential cyber threats.<\/li>\n<li>Siemens Power wanted the administration of a platform to be orchestrated centrally. They wished to make use of DevSecOps practices for sooner deployment and speedy scaling with much less operational overhead by automation.<\/li>\n<\/ul>\n<p>Overcoming these challenges required a strategic method to standardization, a seamless integration, and complete safety measures. The primary purpose is to attain a safe, interconnected, environment friendly, and resilient operational atmosphere utilizing AWS managed providers, particularly an IoT stack and native administration instruments for edge.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Resolution_Overview\"><\/span>Resolution Overview<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>The answer is deployed and up to date from a central shared providers AWS account into a number of particular person manufacturing unit AWS accounts. This method permits for systematic updates and managed deployment of recent options, whereas guaranteeing that billing is precisely allotted to the suitable value centres.<\/p>\n<p><a href=\"https:\/\/d2908q01vomqb2.cloudfront.net\/f6e1126cedebf23e1463aee73f9df08783640400\/2024\/11\/08\/2024-11-08_09-16-16_vkrrish.png\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-16285 size-full\" style=\"margin: 10px 0px 10px 0px;border: 1px solid #CCCCCC\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/f6e1126cedebf23e1463aee73f9df08783640400\/2024\/11\/08\/2024-11-08_09-16-16_vkrrish.png\" alt=\"Siemens Energy factory account provisioning workflow\" width=\"807\" height=\"369\"\/><\/a><\/p>\n<p style=\"text-align: center\">Determine 1 \u2013 Siemens Power manufacturing unit account provisioning workflow<\/p>\n<p>Upon receiving the {hardware} and guaranteeing it\u2019s prepared for setup, the manufacturing unit person will request a personalized picture for the Industrial PC (IPC). The picture can be put in within the Industrial PC with the assistance of a bootable USB stick requiring minimal person interplay. A set of short-term credentials is used to register the corresponding manufacturing unit AWS account. The self-installation course of ensures that the system is securely hardened and configured accurately earlier than logging on, to keep away from compromising any OT system or knowledge. When the IPC registers with service, an automation is triggered to put in the required <a href=\"https:\/\/aws.amazon.com\/iot-sitewise\/\" target=\"_blank\" rel=\"noopener\">AWS IoT Sitewise<\/a> parts, turning the gadget into a totally purposeful <a href=\"https:\/\/aws.amazon.com\/iot-sitewise\/sitewise-edge\/\" target=\"_blank\" rel=\"noopener\">SiteWise Edge Gateway<\/a>, able to securely ingest knowledge from OPC Unified Structure (<a href=\"https:\/\/opcfoundation.org\/about\/opc-technologies\/opc-ua\/\" target=\"_blank\" rel=\"noopener\">OPC UA<\/a>) knowledge sources in lower than half-hour.\u00a0AWS IoT SiteWise is on the core of the answer. It permits Siemens Power to implement use circumstances of conditioning monitoring, vitality consumption monitoring and predictive upkeep utilizing industrial knowledge from a number of sources at scale, with frequent {hardware} constructing blocks. It additionally helps to organise the information from various kinds of factories with the identical set of instruments and a novel interface for evaluation and monitoring.<\/p>\n<p>To attach the varied OT belongings to the AWS IoT SiteWise Edge Gateway, <a href=\"https:\/\/www.easyedge.io\/easyedge-for-aws\/\" target=\"_blank\" rel=\"noopener\">Domatica EasyEdge integration with AWS IoT Sitewise<\/a> was leveraged. Because of its easy-to-use and intuitive user-interface, the factories are in a position to accumulate knowledge from legacy PLC protocols like <a href=\"https:\/\/support.industry.siemens.com\/cs\/document\/26483647\/what-properties-advantages-and-special-features-does-the-s7-protocol-offer-?dti=0&amp;lc=en-FR\" target=\"_blank\" rel=\"noopener\">Siemens S7<\/a>, <a href=\"https:\/\/modbus.org\/docs\/PI_MBUS_300.pdf\" target=\"_blank\" rel=\"noopener\">Modbus<\/a>, and extra with minimal configuration. The native integration between AWS IoT SiteWise and EasyEdge helps standardise the sting deployment on the manufacturing unit flooring, eliminating the necessity for third-party protocol converters. This considerably reduces complexity and onboarding time of the manufacturing unit belongings.<\/p>\n<p>The Linked Manufacturing unit platform additionally manages the lifecycle of the economic gateways, together with Working System (OS) and element updates, utilizing <a href=\"https:\/\/aws.amazon.com\/systems-manager\/\" target=\"_blank\" rel=\"noopener\">AWS Methods Supervisor<\/a>. The lifecycle module can do periodic checks to report working anomalies and compliance failures that would compromise the safety of the system. This module runs at manufacturing unit account degree, however experiences the outcomes to the central account, to make sure clear visibility and fast escalations when wanted.<\/p>\n<p><a href=\"https:\/\/d2908q01vomqb2.cloudfront.net\/f6e1126cedebf23e1463aee73f9df08783640400\/2024\/11\/08\/Siemens-Energy-Connected-Factory-Platform-Architecture.png\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-16286 size-large\" style=\"margin: 10px 0px 10px 0px;border: 1px solid #CCCCCC\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/f6e1126cedebf23e1463aee73f9df08783640400\/2024\/11\/08\/Siemens-Energy-Connected-Factory-Platform-Architecture-1024x469.png\" alt=\"Siemens Energy Connected Factory Platform Architecture\" width=\"1024\" height=\"469\"\/><\/a><\/p>\n<p style=\"text-align: center\">Determine 2 \u2013 Siemens Power Linked Manufacturing unit Platform Structure<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Outcomes\"><\/span>Outcomes<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>After solely six months into the undertaking, Siemens Power began rolling out the answer to the primary few factories. Right this moment, Siemens Power connects and displays quite a lot of belongings, like massive autonomous automobiles, robots, and Pc numerical management (CNC) machines throughout a number of factories (e.g., vegetation of switchgears and gasoline generators). Because of this AWS Industrial IoT resolution, the native manufacturing unit groups are can determine anomalies in belongings and processes, scale back non-conformance in elements and tools, and pace up implementation of tasks, which ends up in elevated productiveness.<\/p>\n<p>One other key use case for Siemens Power is vitality consumption monitoring, and it&#8217;s related for all websites and belongings. Past energy consumption, Siemens Power is metering pressured air, warmth, circulation of water, and extra. This use case is predicted to contribute not solely to vital value financial savings, but additionally to Siemens Power\u2019s purpose of turning into carbon impartial by 2030 in inside operations.<\/p>\n<p>General, the IIoT use circumstances led to the next enterprise outcomes thus far:<\/p>\n<ol>\n<li>Diminished the time of guide knowledge assortment by as much as 50%.<\/li>\n<li>Lowered OT asset upkeep efforts and prices by as much as 25%.<\/li>\n<li>Elevated asset availability by as much as 15%, impacting the underside line.<\/li>\n<\/ol>\n<h2><span class=\"ez-toc-section\" id=\"Outlook_and_Conclusion\"><\/span>Outlook and Conclusion<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Trying forward, Siemens Power goals to additional combine synthetic intelligence (AI) and generative AI (GenAI) into their IIoT platform to reinforce the capabilities and effectivity of their sensible manufacturing processes. By leveraging AWS providers, Siemens Power can implement superior predictive upkeep algorithms, which may anticipate tools failures earlier than they happen, minimising downtime and decreasing upkeep prices. The combination and steady evolution of AI and GenAI into Siemens Power\u2019s IIoT platform would be the subsequent vital step in direction of making a extra clever and environment friendly manufacturing atmosphere.<\/p>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"Concerning_the_authors\"><\/span>Concerning the authors<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div class=\"blog-author-box\" style=\"border: 1px solid #d5dbdb;padding: 15px\">\n<p class=\"mPilzSE.jpeg\"><img decoding=\"async\" loading=\"lazy\" class=\"alignleft wp-image-16298 size-full\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/f6e1126cedebf23e1463aee73f9df08783640400\/2024\/11\/08\/mPilzSE.jpeg\" alt=\"\" width=\"125\" height=\"125\"><\/p>\n<h3 class=\"lb-h4\"><span class=\"ez-toc-section\" id=\"Mario_Pilz\"><\/span>Mario Pilz<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"color: #879196;font-size: 1rem\">Mario Pilz leads the Industrial IoT (IIoT) chapter at Siemens Power, specializing in sensible IIoT options to help manufacturing unit digitization throughout greater than 80 factories. With over 20 years of expertise in digital drawback fixing throughout numerous industries, he guides a worldwide group in constructing and rolling out standardized IIoT options. Mario additionally enjoys sharing his insights on Industrial IoT and sensible manufacturing by public talking.<\/p>\n<\/p><\/div>\n<div class=\"blog-author-box\" style=\"border: 1px solid #d5dbdb;padding: 15px\">\n<p class=\"vkrrish.png\"><img decoding=\"async\" loading=\"lazy\" class=\"alignleft wp-image-16298 size-full\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/f6e1126cedebf23e1463aee73f9df08783640400\/2024\/11\/08\/vkrrish-125.png\" alt=\"\" width=\"125\" height=\"125\"><\/p>\n<h3 class=\"lb-h4\"><span class=\"ez-toc-section\" id=\"Vikram_Krishna\"><\/span>Vikram Krishna<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"color: #879196;font-size: 1rem\">Vikram Krishna is a World Options Architect working within the Automotive and Manufacturing group at AWS. He&#8217;s enthusiastic about architecting sturdy Industrial IoT, Knowledge Analytics and AI\/ML based mostly options for manufacturing clients. As an engineer and architect, he has labored in verticals like Power, Prescribed drugs, Meals and Drinks and Chemical substances to construct knowledge pushed options to allow digital transformation of the manufacturing shop-floor.<\/p>\n<\/p><\/div>\n<div class=\"blog-author-box\" style=\"border: 1px solid #d5dbdb;padding: 15px\">\n<p class=\"thesebas.png\"><img decoding=\"async\" loading=\"lazy\" class=\"alignleft wp-image-16299 size-full\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/f6e1126cedebf23e1463aee73f9df08783640400\/2024\/11\/08\/thesebas.png\" alt=\"\" width=\"125\" height=\"125\"><\/p>\n<h3 class=\"lb-h4\"><span class=\"ez-toc-section\" id=\"Sebastian_Viviani\"><\/span>Sebasti\u00e1n Viviani<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"color: #879196;font-size: 1rem\">Sebasti\u00e1n Viviani is an IoT Resolution Architect in AWS. He has been with AWS Skilled Companies for 3 years, serving to to speed up industrial clients like Siemens Power of their digital journey and get the many of the cloud for his or her manufacturing processes.<\/p>\n<\/p><\/div>\n<div class=\"blog-author-box\" style=\"border: 1px solid #d5dbdb;padding: 15px\">\n<p class=\"DimspWWSO.jpg\"><img decoding=\"async\" loading=\"lazy\" class=\"alignleft wp-image-16299 size-full\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/f6e1126cedebf23e1463aee73f9df08783640400\/2024\/11\/08\/DimspWWSO.jpg\" alt=\"\" width=\"125\" height=\"125\"><\/p>\n<h3 class=\"lb-h4\"><span class=\"ez-toc-section\" id=\"Dimitrios_Spiliopoulos\"><\/span>Dimitrios Spiliopoulos<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"color: #879196;font-size: 1rem\">Dimitrios Spiliopoulos is a Worldwide Principal Industrial IoT GTM Specialist in AWS liable for the IIoT GTM worldwide and dealing carefully with Siemens Power. He&#8217;s a LinkedIn High Voice in addition to common writer and speaker about Industrial IoT and Good Manufacturing, working with international industrial clients and companions. He has been in AWS for 4 years throughout numerous roles associated to IoT and manufacturing. He has acquired a number of awards for his work within the IoT area and within the manufacturing sector, just like the High 100 Manufacturing Sector Advocate award from\u00a0Producer.com\u00a0and Who&#8217;s Who in IoT by Onalytica, in addition to he&#8217;s adjunct professor for IoT at IE Enterprise Faculty since 2018. He loves sharing insights about Edge, IoT, Good Factories and Machines, Digital Twins, AI, Sustainability and Trade 4.0. Be at liberty to comply with him or join on <a href=\"https:\/\/www.linkedin.com\/in\/spiliopoulosdimitrios\/\" target=\"_blank\" rel=\"noopener\">LinkedIn<\/a>:<\/p>\n<\/p><\/div>\n<p>       <!-- '\"` -->\n      <\/div>\n\n","protected":false},"excerpt":{"rendered":"<p>Introduction Siemens Power is among the world\u2019s largest vitality expertise firms with world-class manufacturing amenities throughout the globe. Siemens Power leverages Amazon Net Companies (AWS) capabilities to reinforce the effectivity and sustainability of its manufacturing unit shopfloor operations. The corporate is on the forefront of driving the worldwide vitality transition by offering modern applied sciences [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":3071,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[22],"tags":[],"class_list":["post-3069","post","type-post","status-publish","format-standard","has-post-thumbnail","category-iot"],"_links":{"self":[{"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/posts\/3069","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3069"}],"version-history":[{"count":1,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/posts\/3069\/revisions"}],"predecessor-version":[{"id":3070,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/posts\/3069\/revisions\/3070"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/media\/3071"}],"wp:attachment":[{"href":"https:\/\/aireviewirush.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3069"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3069"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3069"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}