{"id":6718,"date":"2025-06-16T09:26:07","date_gmt":"2025-06-16T07:26:07","guid":{"rendered":"https:\/\/www.aiknow.io\/?p=6718"},"modified":"2025-06-16T09:26:07","modified_gmt":"2025-06-16T07:26:07","slug":"edge-to-cloud-platform-for-energy-monitoring","status":"publish","type":"post","link":"https:\/\/www.aiknow.io\/en\/edge-to-cloud-platform-for-energy-monitoring\/","title":{"rendered":"Edge-to-Cloud Platform for Energy Monitoring"},"content":{"rendered":"

AIknow has developed an advanced energy monitoring solution for its client, offering a complete system for the collection, analysis, and visualization of production and energy consumption data<\/strong>. The platform integrates seamlessly<\/strong> with existing infrastructure through IoT gateways installed in the field<\/strong>, capable of connecting directly to devices such as PLCs, smart meters, and sensors.<\/p>\n

Client Requirements<\/b><\/h3>\n

The main objective<\/strong> of the solution is to support the end client by providing:<\/p>\n

    \n
  • An advanced support service<\/em><\/li>\n
  • The centralization of information<\/em> on product performance<\/li>\n
  • The monitoring<\/em> of correct product usage by customers<\/em><\/li>\n<\/ul>\n

    Operational Context<\/b><\/h3>\n

    The platform is designed to be deployed in various sectors, including:<\/p>\n

      \n
    • Devices for stabilizing the electrical grid used in industrial production machinery<\/li>\n
    • Renewable energy power generation plants<\/li>\n
    • Monitoring of transformation, distribution, and control substations<\/li>\n
    • Monitoring energy consumption of buildings and industrial production facilities<\/li>\n<\/ul>\n

       <\/p>\n

      \"aiknow<\/p>\n

      AIknow Solution<\/b><\/h3>\n

      AIknow designed and developed a fully customized platform<\/strong> to meet the specific client needs. The main features include:<\/p>\n

      Edge Computing and IoT<\/b><\/h4>\n
        \n
      • \n
          \n
        • \n
            \n
          • Selection and provisioning of IoT gateways capable of hosting the edge-side application stack<\/li>\n
          • Use of the Sparkplug standard for data exchange between edge and cloud via MQTT protocol and Protocol Buffer binary payload<\/li>\n
          • Centralized fleet management of gateways via BalenaOS<\/li>\n
          • Edge stack on gateways composed of:\n
              \n
            • Dedicated C++ services for each industrial protocol<\/li>\n
            • Orchestration applications in Java\/Python for buffering, cloud data sending, and command reception<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n

              Cloud Application<\/b><\/h4>\n
                \n
              • \n
                  \n
                • \n
                    \n
                  • Telemetry reception and time-series data storage in a database (InfluxDB v2)<\/li>\n
                  • Diagnostic alarm generation for gateways and devices<\/li>\n
                  • Monitoring of metrics with configurable alarm thresholds<\/li>\n
                  • Calculation of derived metrics for advanced analysis<\/li>\n
                  • Automated report generation<\/li>\n
                  • Automatic command generation logic for devices through gateways<\/li>\n
                  • Ability for end users to create customized dashboards<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n

                    Cloud Infrastructure<\/b><\/h4>\n
                      \n
                    • \n
                        \n
                      • \n
                          \n
                        • Creation, management, and maintenance of cloud infrastructure on Amazon AWS<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n

                          Time Series Study<\/b><\/h4>\n

                          AIknow also conducted a preliminary study on the time series of energy data, aiming to evaluate the possibility of forecasting future consumption and identifying anomalous behaviors. This analysis allowed exploration of potential future developments related to predictive maintenance and optimization of energy resource usage, thanks to the use of Artificial Intelligence applied to advanced forecasting models such as LSTM (Long Short-Term Memory)<\/b> for temporal sequence analysis and XGBoost<\/b> for detecting nonlinear patterns in the data. Furthermore, sentiment analysis applied to feedback and textual data<\/b> was considered to integrate qualitative context into predictive models.<\/p>\n

                          Thanks to this solution, AIknow guarantees efficient and scalable energy monitoring, improving data management and optimizing energy resource usage for its clients.<\/p>\n","protected":false},"excerpt":{"rendered":"

                          AIknow has developed an advanced energy monitoring solution for its client, offering a complete system for the collection, analysis, and visualization of production and energy consumption data. The platform integrates seamlessly with existing infrastructure through IoT gateways installed in the field, capable of connecting directly to devices such as PLCs, smart meters, and sensors. Client […]<\/p>\n","protected":false},"author":2,"featured_media":6714,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[3],"tags":[212,213,214,215,211],"class_list":["post-6718","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-edge-computing","tag-edge-to-cloud-platform","tag-energy-monitoring","tag-mqtt-en","tag-xgboost"],"yoast_head":"\nEdge-to-Cloud Platform for Energy Monitoring - AIknow<\/title>\n<meta name=\"description\" content=\"AIknow designed and developed a fully customized platform to meet the specific client needs\" \/>\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.aiknow.io\/en\/edge-to-cloud-platform-for-energy-monitoring\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Edge-to-Cloud Platform for Energy Monitoring - AIknow\" \/>\n<meta property=\"og:description\" content=\"AIknow designed and developed a fully customized platform to meet the specific client needs\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.aiknow.io\/en\/edge-to-cloud-platform-for-energy-monitoring\/\" \/>\n<meta property=\"og:site_name\" content=\"AIknow\" \/>\n<meta property=\"article:published_time\" content=\"2025-06-16T07:26:07+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.aiknow.io\/wpvt\/wp-content\/uploads\/2025\/06\/abc-e1750057484717.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1400\" \/>\n\t<meta property=\"og:image:height\" content=\"751\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Michele Giovanelli\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Michele Giovanelli\" \/>\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:\/\/www.aiknow.io\/en\/edge-to-cloud-platform-for-energy-monitoring\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.aiknow.io\/en\/edge-to-cloud-platform-for-energy-monitoring\/\"},\"author\":{\"name\":\"Michele Giovanelli\",\"@id\":\"https:\/\/www.aiknow.io\/#\/schema\/person\/a989230a6d8434262e58f68af5c787c2\"},\"headline\":\"Edge-to-Cloud Platform for Energy Monitoring\",\"datePublished\":\"2025-06-16T07:26:07+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.aiknow.io\/en\/edge-to-cloud-platform-for-energy-monitoring\/\"},\"wordCount\":413,\"publisher\":{\"@id\":\"https:\/\/www.aiknow.io\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.aiknow.io\/en\/edge-to-cloud-platform-for-energy-monitoring\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.aiknow.io\/wpvt\/wp-content\/uploads\/2025\/06\/abc-e1750057484717.png\",\"keywords\":[\"Edge Computing\",\"Edge-to-Cloud Platform\",\"Energy Monitoring\",\"MQTT\",\"XGBoost\"],\"articleSection\":[\"Blog\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.aiknow.io\/en\/edge-to-cloud-platform-for-energy-monitoring\/\",\"url\":\"https:\/\/www.aiknow.io\/en\/edge-to-cloud-platform-for-energy-monitoring\/\",\"name\":\"Edge-to-Cloud Platform for Energy Monitoring - AIknow\",\"isPartOf\":{\"@id\":\"https:\/\/www.aiknow.io\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.aiknow.io\/en\/edge-to-cloud-platform-for-energy-monitoring\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.aiknow.io\/en\/edge-to-cloud-platform-for-energy-monitoring\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.aiknow.io\/wpvt\/wp-content\/uploads\/2025\/06\/abc-e1750057484717.png\",\"datePublished\":\"2025-06-16T07:26:07+00:00\",\"description\":\"AIknow designed and developed a fully customized platform to meet the specific client needs\",\"breadcrumb\":{\"@id\":\"https:\/\/www.aiknow.io\/en\/edge-to-cloud-platform-for-energy-monitoring\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.aiknow.io\/en\/edge-to-cloud-platform-for-energy-monitoring\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.aiknow.io\/en\/edge-to-cloud-platform-for-energy-monitoring\/#primaryimage\",\"url\":\"https:\/\/www.aiknow.io\/wpvt\/wp-content\/uploads\/2025\/06\/abc-e1750057484717.png\",\"contentUrl\":\"https:\/\/www.aiknow.io\/wpvt\/wp-content\/uploads\/2025\/06\/abc-e1750057484717.png\",\"width\":1400,\"height\":751,\"caption\":\"aiknow image\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.aiknow.io\/en\/edge-to-cloud-platform-for-energy-monitoring\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.aiknow.io\/en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Edge-to-Cloud Platform for Energy Monitoring\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.aiknow.io\/#website\",\"url\":\"https:\/\/www.aiknow.io\/\",\"name\":\"AIknow - Developing future\",\"description\":\"From Edge To Intelligence\",\"publisher\":{\"@id\":\"https:\/\/www.aiknow.io\/#organization\"},\"alternateName\":\"AIknow\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.aiknow.io\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.aiknow.io\/#organization\",\"name\":\"AIknow - Developing future\",\"url\":\"https:\/\/www.aiknow.io\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.aiknow.io\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.aiknow.io\/wpvt\/wp-content\/uploads\/2018\/06\/aiknow-logo_03.png\",\"contentUrl\":\"https:\/\/www.aiknow.io\/wpvt\/wp-content\/uploads\/2018\/06\/aiknow-logo_03.png\",\"width\":1596,\"height\":348,\"caption\":\"AIknow - Developing future\"},\"image\":{\"@id\":\"https:\/\/www.aiknow.io\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.aiknow.io\/#\/schema\/person\/a989230a6d8434262e58f68af5c787c2\",\"name\":\"Michele Giovanelli\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.aiknow.io\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/7b9c0585ded6217182119647f2db095a000ea01873a85bb505b114f1f33c5aee?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/7b9c0585ded6217182119647f2db095a000ea01873a85bb505b114f1f33c5aee?s=96&d=mm&r=g\",\"caption\":\"Michele Giovanelli\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Edge-to-Cloud Platform for Energy Monitoring - AIknow","description":"AIknow designed and developed a fully customized platform to meet the specific client needs","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.aiknow.io\/en\/edge-to-cloud-platform-for-energy-monitoring\/","og_locale":"en_US","og_type":"article","og_title":"Edge-to-Cloud Platform for Energy Monitoring - AIknow","og_description":"AIknow designed and developed a fully customized platform to meet the specific client needs","og_url":"https:\/\/www.aiknow.io\/en\/edge-to-cloud-platform-for-energy-monitoring\/","og_site_name":"AIknow","article_published_time":"2025-06-16T07:26:07+00:00","og_image":[{"width":1400,"height":751,"url":"https:\/\/www.aiknow.io\/wpvt\/wp-content\/uploads\/2025\/06\/abc-e1750057484717.png","type":"image\/png"}],"author":"Michele Giovanelli","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Michele Giovanelli","Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.aiknow.io\/en\/edge-to-cloud-platform-for-energy-monitoring\/#article","isPartOf":{"@id":"https:\/\/www.aiknow.io\/en\/edge-to-cloud-platform-for-energy-monitoring\/"},"author":{"name":"Michele Giovanelli","@id":"https:\/\/www.aiknow.io\/#\/schema\/person\/a989230a6d8434262e58f68af5c787c2"},"headline":"Edge-to-Cloud Platform for Energy Monitoring","datePublished":"2025-06-16T07:26:07+00:00","mainEntityOfPage":{"@id":"https:\/\/www.aiknow.io\/en\/edge-to-cloud-platform-for-energy-monitoring\/"},"wordCount":413,"publisher":{"@id":"https:\/\/www.aiknow.io\/#organization"},"image":{"@id":"https:\/\/www.aiknow.io\/en\/edge-to-cloud-platform-for-energy-monitoring\/#primaryimage"},"thumbnailUrl":"https:\/\/www.aiknow.io\/wpvt\/wp-content\/uploads\/2025\/06\/abc-e1750057484717.png","keywords":["Edge Computing","Edge-to-Cloud Platform","Energy Monitoring","MQTT","XGBoost"],"articleSection":["Blog"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.aiknow.io\/en\/edge-to-cloud-platform-for-energy-monitoring\/","url":"https:\/\/www.aiknow.io\/en\/edge-to-cloud-platform-for-energy-monitoring\/","name":"Edge-to-Cloud Platform for Energy Monitoring - AIknow","isPartOf":{"@id":"https:\/\/www.aiknow.io\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.aiknow.io\/en\/edge-to-cloud-platform-for-energy-monitoring\/#primaryimage"},"image":{"@id":"https:\/\/www.aiknow.io\/en\/edge-to-cloud-platform-for-energy-monitoring\/#primaryimage"},"thumbnailUrl":"https:\/\/www.aiknow.io\/wpvt\/wp-content\/uploads\/2025\/06\/abc-e1750057484717.png","datePublished":"2025-06-16T07:26:07+00:00","description":"AIknow designed and developed a fully customized platform to meet the specific client needs","breadcrumb":{"@id":"https:\/\/www.aiknow.io\/en\/edge-to-cloud-platform-for-energy-monitoring\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.aiknow.io\/en\/edge-to-cloud-platform-for-energy-monitoring\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.aiknow.io\/en\/edge-to-cloud-platform-for-energy-monitoring\/#primaryimage","url":"https:\/\/www.aiknow.io\/wpvt\/wp-content\/uploads\/2025\/06\/abc-e1750057484717.png","contentUrl":"https:\/\/www.aiknow.io\/wpvt\/wp-content\/uploads\/2025\/06\/abc-e1750057484717.png","width":1400,"height":751,"caption":"aiknow image"},{"@type":"BreadcrumbList","@id":"https:\/\/www.aiknow.io\/en\/edge-to-cloud-platform-for-energy-monitoring\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.aiknow.io\/en\/"},{"@type":"ListItem","position":2,"name":"Edge-to-Cloud Platform for Energy Monitoring"}]},{"@type":"WebSite","@id":"https:\/\/www.aiknow.io\/#website","url":"https:\/\/www.aiknow.io\/","name":"AIknow - Developing future","description":"From Edge To Intelligence","publisher":{"@id":"https:\/\/www.aiknow.io\/#organization"},"alternateName":"AIknow","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.aiknow.io\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.aiknow.io\/#organization","name":"AIknow - Developing future","url":"https:\/\/www.aiknow.io\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.aiknow.io\/#\/schema\/logo\/image\/","url":"https:\/\/www.aiknow.io\/wpvt\/wp-content\/uploads\/2018\/06\/aiknow-logo_03.png","contentUrl":"https:\/\/www.aiknow.io\/wpvt\/wp-content\/uploads\/2018\/06\/aiknow-logo_03.png","width":1596,"height":348,"caption":"AIknow - Developing future"},"image":{"@id":"https:\/\/www.aiknow.io\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/www.aiknow.io\/#\/schema\/person\/a989230a6d8434262e58f68af5c787c2","name":"Michele Giovanelli","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.aiknow.io\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/7b9c0585ded6217182119647f2db095a000ea01873a85bb505b114f1f33c5aee?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/7b9c0585ded6217182119647f2db095a000ea01873a85bb505b114f1f33c5aee?s=96&d=mm&r=g","caption":"Michele Giovanelli"}}]}},"_links":{"self":[{"href":"https:\/\/www.aiknow.io\/en\/wp-json\/wp\/v2\/posts\/6718","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.aiknow.io\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.aiknow.io\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.aiknow.io\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.aiknow.io\/en\/wp-json\/wp\/v2\/comments?post=6718"}],"version-history":[{"count":2,"href":"https:\/\/www.aiknow.io\/en\/wp-json\/wp\/v2\/posts\/6718\/revisions"}],"predecessor-version":[{"id":6720,"href":"https:\/\/www.aiknow.io\/en\/wp-json\/wp\/v2\/posts\/6718\/revisions\/6720"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.aiknow.io\/en\/wp-json\/wp\/v2\/media\/6714"}],"wp:attachment":[{"href":"https:\/\/www.aiknow.io\/en\/wp-json\/wp\/v2\/media?parent=6718"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aiknow.io\/en\/wp-json\/wp\/v2\/categories?post=6718"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aiknow.io\/en\/wp-json\/wp\/v2\/tags?post=6718"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}