{"id":15898,"date":"2025-06-05T08:02:29","date_gmt":"2025-06-05T08:02:29","guid":{"rendered":"https:\/\/demos.ajaykumarthakur.in\/Enegy7\/?page_id=15898"},"modified":"2025-06-24T05:26:01","modified_gmt":"2025-06-24T05:26:01","slug":"ai-driven-predictive-maintenance","status":"publish","type":"page","link":"https:\/\/demos.ajaykumarthakur.in\/Enegy7\/ai-driven-predictive-maintenance\/","title":{"rendered":"AI-Driven Predictive Maintenance"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"15898\" class=\"elementor elementor-15898\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1b575e2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1b575e2\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-8857ba8\" data-id=\"8857ba8\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-e773f0e elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"e773f0e\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-fad24f2\" data-id=\"fad24f2\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-51e45c9 elementor-widget elementor-widget-nxg-pre-title\" data-id=\"51e45c9\" data-element_type=\"widget\" data-widget_type=\"nxg-pre-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\r\n    <div class=\"text-left\">\r\n      <h6 class=\"pre-title\">\r\n        Why AI\/ML based Alerts needed?      <\/h6>\r\n    <\/div>\r\n\r\n  \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-57785df elementor-widget elementor-widget-nxg-dual-heading\" data-id=\"57785df\" data-element_type=\"widget\" data-widget_type=\"nxg-dual-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\r\n    <div class=\"text-left\">\r\n      <h2 class=\"heading\">\r\n        RDPMS AI  <b>Model <\/b>      <\/h2>\r\n    <\/div>\r\n\r\n  \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-854b310 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"854b310\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-a194bae\" data-id=\"a194bae\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-be766b3 elementor-widget elementor-widget-text-editor\" data-id=\"be766b3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"color: #5f676d; font-family: Poppins, sans-serif;\"><span style=\"font-size: 18px;\">The RDPMS AI Model is designed to analyze historical data trends across various railway signaling assets like point machine,signal,Track\u00a0 and their associated attributes. Leveraging machine learning and statistical trend analysis, the model provides predictive maintenance alerts that help prevent failures before they occur.<\/span><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-acaffa3 elementor-widget elementor-widget-text-editor\" data-id=\"acaffa3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"color: #5f676d; font-family: Poppins, sans-serif; font-size: 18px;\">Predictive Alert Insights \u2013 Explains alert causes, trends, and possible failure points.<\/span>\u00a0<span style=\"font-size: 18px; color: #5f676d; font-family: Poppins, sans-serif;\">Asset Health Checks \u2013 Answers natural language queries about current or historical asset performance.<\/span> <span style=\"font-size: 18px; color: #5f676d; font-family: Poppins, sans-serif;\">Maintenance Guidance \u2013 Shares procedures and checklists based on alert or asset type.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-2eaae26 elementor-widget elementor-widget-nxg-button\" data-id=\"2eaae26\" data-element_type=\"widget\" data-widget_type=\"nxg-button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\r\n    <div class=\"d-flex justify-content-start\">\r\n      <a class=\"btn button\" href=\"https:\/\/demos.ajaykumarthakur.in\/Enegy7\/page-contact-1\/\" target=\"1\">\r\n        contact us      <\/a>\r\n    <\/div>\r\n\r\n    \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-ee5b1de\" data-id=\"ee5b1de\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-37b5630 elementor-widget elementor-widget-image\" data-id=\"37b5630\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"780\" height=\"780\" src=\"https:\/\/demos.ajaykumarthakur.in\/Enegy7\/wp-content\/uploads\/2025\/06\/4gWireless-1024x1024.png\" class=\"attachment-large size-large wp-image-15740\" alt=\"\" srcset=\"https:\/\/demos.ajaykumarthakur.in\/Enegy7\/wp-content\/uploads\/2025\/06\/4gWireless-1024x1024.png 1024w, https:\/\/demos.ajaykumarthakur.in\/Enegy7\/wp-content\/uploads\/2025\/06\/4gWireless-300x300.png 300w, https:\/\/demos.ajaykumarthakur.in\/Enegy7\/wp-content\/uploads\/2025\/06\/4gWireless-150x150.png 150w, https:\/\/demos.ajaykumarthakur.in\/Enegy7\/wp-content\/uploads\/2025\/06\/4gWireless-768x768.png 768w, https:\/\/demos.ajaykumarthakur.in\/Enegy7\/wp-content\/uploads\/2025\/06\/4gWireless.png 1080w\" sizes=\"(max-width: 780px) 100vw, 780px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3574519 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3574519\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;shape_divider_top&quot;:&quot;clouds&quot;,&quot;shape_divider_bottom&quot;:&quot;opacity-fan&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-shape elementor-shape-top\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 283.5 27.8\" preserveAspectRatio=\"xMidYMax slice\">\n  <path class=\"elementor-shape-fill\" d=\"M0 0v6.7c1.9-.8 4.7-1.4 8.5-1 9.5 1.1 11.1 6 11.1 6s2.1-.7 4.3-.2c2.1.5 2.8 2.6 2.8 2.6s.2-.5 1.4-.7c1.2-.2 1.7.2 1.7.2s0-2.1 1.9-2.8c1.9-.7 3.6.7 3.6.7s.7-2.9 3.1-4.1 4.7 0 4.7 0 1.2-.5 2.4 0 1.7 1.4 1.7 1.4h1.4c.7 0 1.2.7 1.2.7s.8-1.8 4-2.2c3.5-.4 5.3 2.4 6.2 4.4.4-.4 1-.7 1.8-.9 2.8-.7 4 .7 4 .7s1.7-5 11.1-6c9.5-1.1 12.3 3.9 12.3 3.9s1.2-4.8 5.7-5.7c4.5-.9 6.8 1.8 6.8 1.8s.6-.6 1.5-.9c.9-.2 1.9-.2 1.9-.2s5.2-6.4 12.6-3.3c7.3 3.1 4.7 9 4.7 9s1.9-.9 4 0 2.8 2.4 2.8 2.4 1.9-1.2 4.5-1.2 4.3 1.2 4.3 1.2.2-1 1.4-1.7 2.1-.7 2.1-.7-.5-3.1 2.1-5.5 5.7-1.4 5.7-1.4 1.5-2.3 4.2-1.1c2.7 1.2 1.7 5.2 1.7 5.2s.3-.1 1.3.5c.5.4.8.8.9 1.1.5-1.4 2.4-5.8 8.4-4 7.1 2.1 3.5 8.9 3.5 8.9s.8-.4 2 0 1.1 1.1 1.1 1.1 1.1-1.1 2.3-1.1 2.1.5 2.1.5 1.9-3.6 6.2-1.2 1.9 6.4 1.9 6.4 2.6-2.4 7.4 0c3.4 1.7 3.9 4.9 3.9 4.9s3.3-6.9 10.4-7.9 11.5 2.6 11.5 2.6.8 0 1.2.2c.4.2.9.9.9.9s4.4-3.1 8.3.2c1.9 1.7 1.5 5 1.5 5s.3-1.1 1.6-1.4c1.3-.3 2.3.2 2.3.2s-.1-1.2.5-1.9 1.9-.9 1.9-.9-4.7-9.3 4.4-13.4c5.6-2.5 9.2.9 9.2.9s5-6.2 15.9-6.2 16.1 8.1 16.1 8.1.7-.2 1.6-.4V0H0z\"\/>\n<\/svg>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 283.5 19.6\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" style=\"opacity:0.33\" d=\"M0 0L0 18.8 141.8 4.1 283.5 18.8 283.5 0z\"\/>\n\t<path class=\"elementor-shape-fill\" style=\"opacity:0.33\" d=\"M0 0L0 12.6 141.8 4 283.5 12.6 283.5 0z\"\/>\n\t<path class=\"elementor-shape-fill\" style=\"opacity:0.33\" d=\"M0 0L0 6.4 141.8 4 283.5 6.4 283.5 0z\"\/>\n\t<path class=\"elementor-shape-fill\" d=\"M0 0L0 1.2 141.8 4 283.5 1.2 283.5 0z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-56288c1\" data-id=\"56288c1\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-1c6f10f elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"1c6f10f\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-bca683e\" data-id=\"bca683e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b4a2f75 elementor-widget elementor-widget-nxg-dual-heading\" data-id=\"b4a2f75\" data-element_type=\"widget\" data-widget_type=\"nxg-dual-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\r\n    <div class=\"text-left\">\r\n      <h2 class=\"heading\">\r\n        Model <b>Properties <\/b>      <\/h2>\r\n    <\/div>\r\n\r\n  \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-03c53b7 elementor-widget elementor-widget-nxg-icon-list\" data-id=\"03c53b7\" data-element_type=\"widget\" data-widget_type=\"nxg-icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\r\n    <ul class=\"navbar-nav\">\r\n              <li class=\"nav-item\">\r\n                    <a href=\"\" target=&quot;_blank&quot; rel=&quot;nofollow&quot; class=\"nav-link text-left\">\r\n            <div class=\"icon-wrapper\">\r\n              <svg class=\"list-icon e-font-icon-svg e-fas-arrow-alt-circle-right\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8c137 0 248 111 248 248S393 504 256 504 8 393 8 256 119 8 256 8zM140 300h116v70.9c0 10.7 13 16.1 20.5 8.5l114.3-114.9c4.7-4.7 4.7-12.2 0-16.9l-114.3-115c-7.6-7.6-20.5-2.2-20.5 8.5V212H140c-6.6 0-12 5.4-12 12v64c0 6.6 5.4 12 12 12z\"><\/path><\/svg>            <\/div>\r\n            <span class=\"list-text\">\r\n              Trend-Based Predictive Alerts:            <\/span>\r\n          <\/a>\r\n        <\/li>\r\n          <\/ul>\r\n\r\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ce88de0 elementor-widget elementor-widget-text-editor\" data-id=\"ce88de0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Analyzes time-series data patterns to detect anomalies, degradation trends, or early signs of failure\u2014triggering alerts <strong>before<\/strong> issues impact operations.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-a9b0d7b elementor-widget elementor-widget-nxg-icon-list\" data-id=\"a9b0d7b\" data-element_type=\"widget\" data-widget_type=\"nxg-icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\r\n    <ul class=\"navbar-nav\">\r\n              <li class=\"nav-item\">\r\n                    <a href=\"#\" target=&quot;_blank&quot; rel=&quot;nofollow&quot; class=\"nav-link text-left\">\r\n            <div class=\"icon-wrapper\">\r\n              <svg class=\"list-icon e-font-icon-svg e-fas-arrow-alt-circle-right\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8c137 0 248 111 248 248S393 504 256 504 8 393 8 256 119 8 256 8zM140 300h116v70.9c0 10.7 13 16.1 20.5 8.5l114.3-114.9c4.7-4.7 4.7-12.2 0-16.9l-114.3-115c-7.6-7.6-20.5-2.2-20.5 8.5V212H140c-6.6 0-12 5.4-12 12v64c0 6.6 5.4 12 12 12z\"><\/path><\/svg>            <\/div>\r\n            <span class=\"list-text\">\r\n              Asset & Attribute-Level Intelligence:            <\/span>\r\n          <\/a>\r\n        <\/li>\r\n          <\/ul>\r\n\r\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3bb3f6d elementor-widget elementor-widget-text-editor\" data-id=\"3bb3f6d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Data is processed <strong>individually per asset and attribute<\/strong>, allowing for precise diagnostics (e.g., Point Machine \u2192 Motor Current,motor Votage \u00a0Operating Time, Gap Sensor and Track Feed In current\/voltage, relay end current\/voltage).<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d0c0d0 elementor-widget elementor-widget-nxg-icon-list\" data-id=\"5d0c0d0\" data-element_type=\"widget\" data-widget_type=\"nxg-icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\r\n    <ul class=\"navbar-nav\">\r\n              <li class=\"nav-item\">\r\n                    <a href=\"#\" target=&quot;_blank&quot; rel=&quot;nofollow&quot; class=\"nav-link text-left\">\r\n            <div class=\"icon-wrapper\">\r\n              <svg class=\"list-icon e-font-icon-svg e-fas-arrow-alt-circle-right\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8c137 0 248 111 248 248S393 504 256 504 8 393 8 256 119 8 256 8zM140 300h116v70.9c0 10.7 13 16.1 20.5 8.5l114.3-114.9c4.7-4.7 4.7-12.2 0-16.9l-114.3-115c-7.6-7.6-20.5-2.2-20.5 8.5V212H140c-6.6 0-12 5.4-12 12v64c0 6.6 5.4 12 12 12z\"><\/path><\/svg>            <\/div>\r\n            <span class=\"list-text\">\r\n              Adaptive Thresholding:            <\/span>\r\n          <\/a>\r\n        <\/li>\r\n          <\/ul>\r\n\r\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3d966e1 elementor-widget elementor-widget-text-editor\" data-id=\"3d966e1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Instead of relying solely on static thresholds, the AI adapts based on the historical behavior of each attribute to reduce false positives and enhance accuracy.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-b476220 elementor-hidden-phone\" data-id=\"b476220\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-dd0298d e-flex e-con-boxed e-con e-parent\" data-id=\"dd0298d\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;shape_divider_bottom&quot;:&quot;arrow&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 700 10\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M350,10L340,0h20L350,10z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7ab808c elementor-widget elementor-widget-nxg-dual-heading\" data-id=\"7ab808c\" data-element_type=\"widget\" data-widget_type=\"nxg-dual-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\r\n    <div class=\"text-center\">\r\n      <h2 class=\"heading\">\r\n         <b>Results \/ Outcomes\u00a0<\/b>      <\/h2>\r\n    <\/div>\r\n\r\n  \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-006c3c0 e-flex e-con-boxed e-con e-parent\" data-id=\"006c3c0\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;shape_divider_top&quot;:&quot;opacity-fan&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-shape elementor-shape-top\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 283.5 19.6\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" style=\"opacity:0.33\" d=\"M0 0L0 18.8 141.8 4.1 283.5 18.8 283.5 0z\"\/>\n\t<path class=\"elementor-shape-fill\" style=\"opacity:0.33\" d=\"M0 0L0 12.6 141.8 4 283.5 12.6 283.5 0z\"\/>\n\t<path class=\"elementor-shape-fill\" style=\"opacity:0.33\" d=\"M0 0L0 6.4 141.8 4 283.5 6.4 283.5 0z\"\/>\n\t<path class=\"elementor-shape-fill\" d=\"M0 0L0 1.2 141.8 4 283.5 1.2 283.5 0z\"\/>\n<\/svg>\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5c31f42 e-grid e-con-full e-con e-child\" data-id=\"5c31f42\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;slideshow&quot;,&quot;background_slideshow_gallery&quot;:[{&quot;id&quot;:15817,&quot;url&quot;:&quot;https:\\\/\\\/demos.ajaykumarthakur.in\\\/Enegy7\\\/wp-content\\\/uploads\\\/2025\\\/06\\\/Wireless-Networking-image1.png&quot;}],&quot;background_slideshow_loop&quot;:&quot;yes&quot;,&quot;background_slideshow_slide_duration&quot;:5000,&quot;background_slideshow_slide_transition&quot;:&quot;fade&quot;,&quot;background_slideshow_transition_duration&quot;:500}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b49b22f e-grid e-con-full e-con e-child\" data-id=\"b49b22f\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0b6fa84 elementor-widget elementor-widget-nxg-card\" data-id=\"0b6fa84\" data-element_type=\"widget\" data-widget_type=\"nxg-card.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\r\n    <div class=\"offers card-pulse-icon\">\r\n      <div class=\"items\">\r\n        <div class=\"item\">\r\n          <div class=\"card\">\r\n          \r\n            <div class=\"icon-wrapper mr-auto\">\r\n                          <\/div>\r\n\r\n            <div class=\"text-left\">\r\n              <h4 class=\"heading\">\r\n                Document Q&A               <\/h4>\r\n            <\/div> \r\n\r\n            <div class=\"text-left\">\r\n              <p class=\"paragraph\">\r\n                Allows users to ask questions about uploaded PDFs\/docs like RDSO guidelines.              <\/p>\r\n            <\/div>\r\n\r\n            \r\n            <a href=\"\" class=\"full-link\" ><\/a>\r\n\r\n            \r\n          <\/div>\r\n        <\/div>\r\n      <\/div>\r\n    <\/div>\r\n          \r\n    \r\n  <script>\r\n    jQuery(function ($) {\r\n\r\n      $('.card-pulse-icon').each(function() {\r\n\r\n        let card = $(this);\r\n\r\n        card.hover(function() {\r\n\r\n          let color = 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queries about current or historical asset performance.              <\/p>\r\n            <\/div>\r\n\r\n            \r\n            <a href=\"\" class=\"full-link\" ><\/a>\r\n\r\n            \r\n          <\/div>\r\n        <\/div>\r\n      <\/div>\r\n    <\/div>\r\n          \r\n    \r\n  <script>\r\n    jQuery(function ($) {\r\n\r\n      $('.card-pulse-icon').each(function() {\r\n\r\n        let card = $(this);\r\n\r\n        card.hover(function() {\r\n\r\n          let color = card.find('.pulse-icon').data('color');\r\n\r\n          $(':root').css('--pulse-color', color);\r\n        })\r\n      })\r\n    })\r\n  <\/script>\r\n\r\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Why AI\/ML based Alerts needed? RDPMS AI Model The RDPMS AI Model is designed to analyze historical data trends across&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-15898","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/demos.ajaykumarthakur.in\/Enegy7\/wp-json\/wp\/v2\/pages\/15898","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/demos.ajaykumarthakur.in\/Enegy7\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/demos.ajaykumarthakur.in\/Enegy7\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/demos.ajaykumarthakur.in\/Enegy7\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/demos.ajaykumarthakur.in\/Enegy7\/wp-json\/wp\/v2\/comments?post=15898"}],"version-history":[{"count":10,"href":"https:\/\/demos.ajaykumarthakur.in\/Enegy7\/wp-json\/wp\/v2\/pages\/15898\/revisions"}],"predecessor-version":[{"id":16210,"href":"https:\/\/demos.ajaykumarthakur.in\/Enegy7\/wp-json\/wp\/v2\/pages\/15898\/revisions\/16210"}],"wp:attachment":[{"href":"https:\/\/demos.ajaykumarthakur.in\/Enegy7\/wp-json\/wp\/v2\/media?parent=15898"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}