{"id":86457,"date":"2023-10-19T06:53:49","date_gmt":"2023-10-19T01:23:49","guid":{"rendered":"https:\/\/datacivet.com\/newweb\/?page_id=86457"},"modified":"2023-11-09T14:32:08","modified_gmt":"2023-11-09T09:02:08","slug":"aerospace","status":"publish","type":"page","link":"https:\/\/datacivet.com\/index.php\/aerospace\/","title":{"rendered":"Aerospace"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"86457\" class=\"elementor elementor-86457\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f935c30 e-flex e-con-boxed e-con e-parent\" data-id=\"f935c30\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a57f1be elementor-widget elementor-widget-heading\" data-id=\"a57f1be\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Beyond Boundaries: Navigating Aerospace<\/h2>\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-47768cf e-flex e-con-boxed e-con e-parent\" data-id=\"47768cf\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6dd54a4 elementor-widget elementor-widget-spacer\" data-id=\"6dd54a4\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\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<div class=\"elementor-element elementor-element-10827b1 e-flex e-con-boxed e-con e-parent\" data-id=\"10827b1\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-47bf704 e-con-full e-flex e-con e-child\" data-id=\"47bf704\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b0b9e22 elementor-widget elementor-widget-heading\" data-id=\"b0b9e22\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">1.<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-32ee4ac e-con-full e-flex e-con e-child\" data-id=\"32ee4ac\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f38a40f elementor-widget elementor-widget-heading\" data-id=\"f38a40f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Design and Development of Virtual Sensors for Aero-Engine Test Environments\n\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4617eeb elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"4617eeb\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\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<div class=\"elementor-element elementor-element-141926e e-flex e-con-boxed e-con e-parent\" data-id=\"141926e\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5c7b0d2 elementor-widget elementor-widget-text-editor\" data-id=\"5c7b0d2\" 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<ul><li><span style=\"font-weight: 400;\">A powerful web-based Digital Twin specifically designed to enhance the capabilities of Gas Turbine Research Establishment(GTRE), a subsidiary of DRDO.\u00a0<\/span><\/li><li><span style=\"font-weight: 400;\">With DataCivet, we&#8217;ve harnessed data-driven algorithms to create a versatile solution that addresses sensor failures in aero-engine test environments.<\/span><\/li><\/ul>\t\t\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-ccd9ca9 e-flex e-con-boxed e-con e-parent\" data-id=\"ccd9ca9\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-70f05a4 elementor-widget elementor-widget-text-editor\" data-id=\"70f05a4\" 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<p><span style=\"font-weight: 400;\">Virtual Sensors, the software representations of physical sensors, offer cost-effective solutions with improved reliability and indirect measurements. DataCivet takes a breakthrough approach to virtual sensor creation that aggregates data from multiple sensors to overcome failures. Our focus is on demonstrating these digital twins&#8217; potential in aerospace testing.<\/span><\/p><p><br \/><br \/><\/p>\t\t\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-cfabf79 e-flex e-con-boxed e-con e-parent\" data-id=\"cfabf79\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bc64a69 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"bc64a69\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What does it offer?\n<\/h2>\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-7f0131e e-flex e-con-boxed e-con e-parent\" data-id=\"7f0131e\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-28e8d9a elementor-widget elementor-widget-toggle\" data-id=\"28e8d9a\" data-element_type=\"widget\" data-widget_type=\"toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-toggle\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-4281\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-4281\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Aero-Engine Testing<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-4281\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-4281\"><p><span style=\"font-weight: 400;\">It can handle diverse parameters like temperature, pressure, vibration, and more across 600 sensors, adapting to variable sampling rates and tough conditions<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-4282\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-4282\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Critical Strain Monitoring<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-4282\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-4282\"><p><span style=\"font-weight: 400;\">Strain gauges safeguard fan blades during engine tests. Our virtual sensors mirror physical sensors using real-time and historical data, backed by analytical models even in cases of multiple sensor failure.<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-4283\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-4283\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Sensor Failure Detection<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-4283\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-4283\"><p><span style=\"font-weight: 400;\">It predicts values through imputation, ensuring you&#8217;re equipped even when actual data is scarce<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-4284\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-4284\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Handling Multiple Sensor Failures in Real Time<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-4284\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-4284\"><p><span style=\"font-weight: 400;\">What if the physical sensors in an aero-engine test setup stop working? We&#8217;ve combined modern deep learning with traditional machine learning to meet this problem. The system is tested with 50 strain sensors running at high speeds (54,000 samples per second) and also with over 1000 sensors of different types, each working at its own speed. This system not only works well in these specific cases but also simplifies the overall sensor setup, needing fewer sensors.<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-4285\" class=\"elementor-tab-title\" data-tab=\"5\" role=\"button\" aria-controls=\"elementor-tab-content-4285\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">User-Friendly Tool with Graphical Interface<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-4285\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"region\" aria-labelledby=\"elementor-tab-title-4285\"><p><span style=\"font-weight: 400;\">Our tool comes with an easy-to-use interface. You can train and assess the system&#8217;s models using this tool. You can also improve the models over time without starting from scratch. <\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-4286\" class=\"elementor-tab-title\" data-tab=\"6\" role=\"button\" aria-controls=\"elementor-tab-content-4286\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Real-Time Prediction of Multiple Sensor Failures<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-4286\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"6\" role=\"region\" aria-labelledby=\"elementor-tab-title-4286\"><p><span style=\"font-weight: 400;\">The acquired data can be processed in real-time, removing noise, filtering out unnecessary parts, and reducing the amount of data to make it easier to work with. The system predicts which sensors are failing using a custom-built system that&#8217;s trained to understand these situations in real-time.<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\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<div class=\"elementor-element elementor-element-4ba8e7b e-con-full e-flex elementor-invisible e-con e-parent\" data-id=\"4ba8e7b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;animation&quot;:&quot;fadeIn&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a234c7b elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"a234c7b\" 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 decoding=\"async\" src=\"https:\/\/datacivet.com\/wp-content\/uploads\/elementor\/thumbs\/machine-learning-qf57wu5wtagadca1qahcqtgn3o388f0uq1401tdil4.png\" title=\"machine-learning\" alt=\"machine-learning\" loading=\"lazy\" \/>\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<div class=\"elementor-element elementor-element-dadbcb2 e-con-full e-flex e-con e-child\" data-id=\"dadbcb2\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c30cab3 elementor-widget-tablet__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"c30cab3\" 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<ul><li aria-level=\"1\"><b>Data Synchronisation from multiple sources(different acquisition systems)<\/b><\/li><\/ul><p><span style=\"font-weight: 400;\">The synchronisation of data measured at different sampling frequencies (whose RMS trend is generated) is performed by eliminating the initial time delay and using the speed data as a reference.<\/span><b><\/b><\/p><ul><li aria-level=\"1\"><b>Virtual Sensors<\/b><\/li><\/ul><p><span style=\"font-weight: 400;\">Limited sensor placement due to engine complexity, especially in hot zones, can lead to sensor failures in extreme conditions. The data-driven models, called virtual sensors, mitigate sensor failures.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2d5b193 e-con-full e-flex elementor-invisible e-con e-parent\" data-id=\"2d5b193\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;animation&quot;:&quot;fadeIn&quot;}\" data-core-v316-plus=\"true\">\n\t\t<div class=\"elementor-element elementor-element-be5aa80 e-con-full e-flex e-con e-child\" data-id=\"be5aa80\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0fde5a7 elementor-widget elementor-widget-text-editor\" data-id=\"0fde5a7\" 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<ul><li aria-level=\"1\"><p><b>Noise and Outlier Removal<\/b><\/p><\/li><\/ul><p><span style=\"font-weight: 400;\">The raw data acquired through multiple data acquisition systems (DAS) from the installed sensors in an aero-engine may contain noise and missing data. The signals can be affected by external factors.<\/span><b><\/b><\/p><ul><li aria-level=\"1\"><b>Automatic Detection of Failed Sensors<\/b><\/li><\/ul><p><span style=\"font-weight: 400;\">The manual inspection of offline sensor data can be avoided by devising an algorithm to detect failed sensors. The incorporation of the sensor failure detection algorithm with the virtual sensor will enable it to be integrated with real-time engine testing.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8e09d53 e-con-full e-flex e-con e-child\" data-id=\"8e09d53\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4eeb884 elementor-widget elementor-widget-image\" data-id=\"4eeb884\" 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 loading=\"lazy\" decoding=\"async\" width=\"605\" height=\"355\" src=\"https:\/\/datacivet.com\/wp-content\/uploads\/2023\/10\/sensors.png\" class=\"attachment-large size-large wp-image-86603\" alt=\"\" srcset=\"https:\/\/datacivet.com\/wp-content\/uploads\/2023\/10\/sensors.png 605w, https:\/\/datacivet.com\/wp-content\/uploads\/2023\/10\/sensors-300x176.png 300w\" sizes=\"auto, (max-width: 605px) 100vw, 605px\" \/>\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<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-58d9cb1 e-con-full e-flex elementor-invisible e-con e-parent\" data-id=\"58d9cb1\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;animation&quot;:&quot;fadeIn&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6e35c21 elementor-widget elementor-widget-image\" data-id=\"6e35c21\" 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 loading=\"lazy\" decoding=\"async\" width=\"443\" height=\"233\" src=\"https:\/\/datacivet.com\/wp-content\/uploads\/2023\/10\/white-banner-1-1024x234-1-e1698000465830.png\" class=\"attachment-large size-large wp-image-86602\" alt=\"\" srcset=\"https:\/\/datacivet.com\/wp-content\/uploads\/2023\/10\/white-banner-1-1024x234-1-e1698000465830.png 443w, https:\/\/datacivet.com\/wp-content\/uploads\/2023\/10\/white-banner-1-1024x234-1-e1698000465830-300x158.png 300w\" sizes=\"auto, (max-width: 443px) 100vw, 443px\" \/>\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<div class=\"elementor-element elementor-element-4b51228 e-con-full e-flex e-con e-child\" data-id=\"4b51228\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-79b9340 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"79b9340\" 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<ul><li aria-level=\"1\"><p><b>Standardized Report Generation<\/b><\/p><\/li><\/ul><p><span style=\"font-weight: 400;\">Generated graphs and plots with observation need to be reported in a standard format. The graphs and correlation maps of strain sensors, among other data representations, need to be automatically generated and captured in a standard reporting format.<\/span><b><\/b><\/p><ul><li aria-level=\"1\"><p><b>Order Tracking<\/b><\/p><\/li><\/ul><p><span style=\"font-weight: 400;\">Frequency domain analysis of raw stain signal to detect the frequency components in the signal with the help of order information provided by the subject matter expert. This is required for the scientist to study the signal when resonance occurs in compressor blades.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e125759 e-con-full e-flex e-con e-parent\" data-id=\"e125759\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-519f38e e-flex e-con-boxed e-con e-parent\" data-id=\"519f38e\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-d3f0689 e-con-full e-flex e-con e-child\" data-id=\"d3f0689\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ac70597 elementor-widget elementor-widget-spacer\" data-id=\"ac70597\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec0d00d elementor-widget elementor-widget-heading\" data-id=\"ec0d00d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">2.<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e795a5b e-con-full e-flex e-con e-child\" data-id=\"e795a5b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6e35ee3 elementor-widget elementor-widget-spacer\" data-id=\"6e35ee3\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e387b1d elementor-widget elementor-widget-heading\" data-id=\"e387b1d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Digital Twin of Gerotor Pump\n\n\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-acb9b75 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"acb9b75\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\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<div class=\"elementor-element elementor-element-49b5a24 e-flex e-con-boxed e-con e-parent\" data-id=\"49b5a24\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4c6c903 elementor-widget elementor-widget-text-editor\" data-id=\"4c6c903\" 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<p><span style=\"font-weight: 400;\">Creation of a digital twin of a gerotor pump by using a combination of sensors, software, and analytics.<\/span><\/p>\t\t\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-07e6329 e-flex e-con-boxed elementor-invisible e-con e-parent\" data-id=\"07e6329\" data-element_type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInLeft&quot;,&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-44f4713 e-con-full e-flex e-con e-child\" data-id=\"44f4713\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-caec9a1 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"caec9a1\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-right\"><\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d7d9432 e-con-full e-flex e-con e-child\" data-id=\"d7d9432\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9accd3c elementor-widget elementor-widget-text-editor\" data-id=\"9accd3c\" 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<p><span style=\"font-weight: 400;\">Real-time monitoring of the pump\u2019s operation, allowing for the identification of potential issues before they become critical.<\/span><\/p><p>\u00a0<\/p>\t\t\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<div class=\"elementor-element elementor-element-05bf4a6 e-flex e-con-boxed elementor-invisible e-con e-parent\" data-id=\"05bf4a6\" data-element_type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInLeft&quot;,&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-1cfa5a9 e-con-full e-flex e-con e-child\" data-id=\"1cfa5a9\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8817a32 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"8817a32\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-right\"><\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2157b36 e-con-full e-flex e-con e-child\" data-id=\"2157b36\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2443751 elementor-widget elementor-widget-text-editor\" data-id=\"2443751\" 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<p><span style=\"font-weight: 400;\">This synthesis crafts a high-fidelity pump model capable of simulating diverse operational conditions.<\/span> <span style=\"font-weight: 400;\">This innovative process involves gathering real-world data from the physical pump, subjecting it to thorough analysis, and constructing a virtual model that mirrors its behaviour.<\/span><\/p>\t\t\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-41b15ad elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"41b15ad\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-wide\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6ff5271\" data-id=\"6ff5271\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-0f66324 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"0f66324\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\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-88254fd\" data-id=\"88254fd\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5987e1b elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"5987e1b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u201cExperience the future of pump analysis with Datacivet\u2019s transformative digital twin. Elevate understanding, simulate performance, and make informed decisions in real-time.\u201d\n<\/h3>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Beyond Boundaries: Navigating Aerospace 1. Design and Development of Virtual Sensors for Aero-Engine Test Environments A powerful web-based Digital Twin specifically designed to enhance the capabilities of Gas Turbine Research Establishment(GTRE), a subsidiary of DRDO.\u00a0 With DataCivet, we&#8217;ve harnessed data-driven algorithms to create a versatile solution that addresses sensor failures in aero-engine test environments. Virtual&hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-86457","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/datacivet.com\/index.php\/wp-json\/wp\/v2\/pages\/86457","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/datacivet.com\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/datacivet.com\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/datacivet.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/datacivet.com\/index.php\/wp-json\/wp\/v2\/comments?post=86457"}],"version-history":[{"count":61,"href":"https:\/\/datacivet.com\/index.php\/wp-json\/wp\/v2\/pages\/86457\/revisions"}],"predecessor-version":[{"id":86735,"href":"https:\/\/datacivet.com\/index.php\/wp-json\/wp\/v2\/pages\/86457\/revisions\/86735"}],"wp:attachment":[{"href":"https:\/\/datacivet.com\/index.php\/wp-json\/wp\/v2\/media?parent=86457"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}