{"id":11047,"date":"2023-03-02T06:17:55","date_gmt":"2023-03-02T06:17:55","guid":{"rendered":"https:\/\/ivasystems.in\/?page_id=11047"},"modified":"2023-11-08T14:07:11","modified_gmt":"2023-11-08T14:07:11","slug":"research-programmes","status":"publish","type":"page","link":"https:\/\/ivasystems.in\/index.php\/research-programmes\/","title":{"rendered":"Research Programmes"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"11047\" class=\"elementor elementor-11047\">\n\t\t\t\t\t\t\t        <section class=\"elementor-section elementor-top-section elementor-element elementor-element-a38860e elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"a38860e\" data-element_type=\"section\">\n            \n                        <div class=\"elementor-container elementor-column-gap-default \">\n                    <div class=\"elementor-column elementor-col-16 elementor-top-column elementor-element elementor-element-3bbde46\" data-id=\"3bbde46\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap\">\n                                    <\/div>\n        <\/div>\n                <div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-147d831\" data-id=\"147d831\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap elementor-element-populated\">\n                        \t\t<div class=\"elementor-element elementor-element-c4afedd animated-slow elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"c4afedd\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.11.2 - 22-02-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#818a91;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#818a91;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>A group of talented data scientists and engineers assist IVA\u2019s research endeavours in creating innovative technologies. For instance, the aerospace sector uses DataCivet, a low-code digital twin platform that we developed which was used in complex high speed data Synthesis effectively.<\/p><p>IVA is dedicated to collaborating with academic and industrial partners to hasten the implementation of AI\/ML technology. We believe that in future industrial system design, construction, and operation will be completely transformed by AI\/ML.<\/p><p>Following activities done for a DRDO lab defines the technology acumen of IVA in complex data handling.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t            <\/div>\n        <\/div>\n                <div class=\"elementor-column elementor-col-16 elementor-top-column elementor-element elementor-element-ecd9487\" data-id=\"ecd9487\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap\">\n                                    <\/div>\n        <\/div>\n                            <\/div>\n        <\/section>\n                <section class=\"elementor-section elementor-top-section elementor-element elementor-element-08ce84f elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"08ce84f\" data-element_type=\"section\">\n            \n                        <div class=\"elementor-container elementor-column-gap-default \">\n                    <div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-97efc46\" data-id=\"97efc46\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap elementor-element-populated\">\n                        \t\t<div class=\"elementor-element elementor-element-403ff3a elementor-widget elementor-widget-spacer\" data-id=\"403ff3a\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.11.2 - 22-02-2023 *\/\n.elementor-column .elementor-spacer-inner{height:var(--spacer-size)}.e-con{--container-widget-width:100%}.e-con-inner>.elementor-widget-spacer,.e-con>.elementor-widget-spacer{width:var(--container-widget-width,var(--spacer-size));--align-self:var(--container-widget-align-self,initial);--flex-shrink:0}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container,.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer,.e-con>.elementor-widget-spacer>.elementor-widget-container,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer{height:100%}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner{height:var(--container-widget-height,var(--spacer-size))}<\/style>\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            <\/div>\n        <\/div>\n                            <\/div>\n        <\/section>\n                <section class=\"elementor-section elementor-top-section elementor-element elementor-element-710370f elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"710370f\" data-element_type=\"section\">\n            \n                        <div class=\"elementor-container elementor-column-gap-default \">\n                    <div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-a617d17\" data-id=\"a617d17\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap elementor-element-populated\">\n                        \t\t<div class=\"elementor-element elementor-element-3a59998 animated-slow elementor-invisible elementor-widget elementor-widget-image\" data-id=\"3a59998\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInRight&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.11.2 - 22-02-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"466\" height=\"311\" src=\"https:\/\/ivasystems.in\/wp-content\/uploads\/2023\/03\/rdimage.png\" class=\"attachment-large size-large wp-image-11580\" alt=\"\" \/>\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>\n        <\/div>\n                <div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-ed4d542\" data-id=\"ed4d542\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap elementor-element-populated\">\n                        \t\t<div class=\"elementor-element elementor-element-9909f67 elementor-widget elementor-widget-ct_heading\" data-id=\"9909f67\" data-element_type=\"widget\" data-widget_type=\"ct_heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div id=\"ct_heading-9909f67\" class=\"ct-heading h-align- sub-style1 ct-heading-left item-st-line-bottom1\">\r\n\t<div class=\"ct-inline-css\"  data-css=\"\r\n        \">\r\n    <\/div>\r\n        <h2 class=\"item--title st-line-bottom1 case-animate-time\" data-wow-delay=\"ms\">\r\n                <span class=\"sp-main\">\r\n            \r\n            Transforming raw data into real-time insights with our inferential sensor pipeline\r\n            \r\n                    <\/span>\r\n                    <div class=\"ct-heading-divider\"><span><\/span><\/div>\r\n            <\/h2>\r\n<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fdd83a5 animated-slow elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"fdd83a5\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;slideInRight&quot;}\" 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>Implemented a real-time pipeline for inferential sensors by collecting sensor data and it\u2019s processing with \u00a0modules such as failed sensor detection logic, noise detection, AI\/ML module, documentation and demo. These modules work in sync to ensure that accurate data is obtained, analyzed, to generate insights and recommendations in real-time. The documentation and demo provides a means for showcasing the pipeline and demonstrating its functionality<\/p><p>\u00a0<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t            <\/div>\n        <\/div>\n                            <\/div>\n        <\/section>\n                <section class=\"elementor-section elementor-top-section elementor-element elementor-element-dac14ac elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"dac14ac\" data-element_type=\"section\">\n            \n                        <div class=\"elementor-container elementor-column-gap-default \">\n                    <div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-236b8a0\" data-id=\"236b8a0\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap elementor-element-populated\">\n                        \t\t<div class=\"elementor-element elementor-element-5b003f4 elementor-widget elementor-widget-spacer\" data-id=\"5b003f4\" 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            <\/div>\n        <\/div>\n                            <\/div>\n        <\/section>\n                <section class=\"elementor-section elementor-top-section elementor-element elementor-element-a2f87c6 elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"a2f87c6\" data-element_type=\"section\">\n            \n                        <div class=\"elementor-container elementor-column-gap-default \">\n                    <div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3835e8a\" data-id=\"3835e8a\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap elementor-element-populated\">\n                        \t\t<div class=\"elementor-element elementor-element-91e2e41 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"91e2e41\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.11.2 - 22-02-2023 *\/\n.elementor-widget-divider{--divider-border-style:none;--divider-border-width:1px;--divider-color:#2c2c2c;--divider-icon-size:20px;--divider-element-spacing:10px;--divider-pattern-height:24px;--divider-pattern-size:20px;--divider-pattern-url:none;--divider-pattern-repeat:repeat-x}.elementor-widget-divider .elementor-divider{display:flex}.elementor-widget-divider .elementor-divider__text{font-size:15px;line-height:1;max-width:95%}.elementor-widget-divider .elementor-divider__element{margin:0 var(--divider-element-spacing);flex-shrink:0}.elementor-widget-divider .elementor-icon{font-size:var(--divider-icon-size)}.elementor-widget-divider .elementor-divider-separator{display:flex;margin:0;direction:ltr}.elementor-widget-divider--view-line_icon .elementor-divider-separator,.elementor-widget-divider--view-line_text .elementor-divider-separator{align-items:center}.elementor-widget-divider--view-line_icon .elementor-divider-separator:after,.elementor-widget-divider--view-line_icon .elementor-divider-separator:before,.elementor-widget-divider--view-line_text .elementor-divider-separator:after,.elementor-widget-divider--view-line_text .elementor-divider-separator:before{display:block;content:\"\";border-bottom:0;flex-grow:1;border-top:var(--divider-border-width) var(--divider-border-style) var(--divider-color)}.elementor-widget-divider--element-align-left .elementor-divider .elementor-divider-separator>.elementor-divider__svg:first-of-type{flex-grow:0;flex-shrink:100}.elementor-widget-divider--element-align-left .elementor-divider-separator:before{content:none}.elementor-widget-divider--element-align-left .elementor-divider__element{margin-left:0}.elementor-widget-divider--element-align-right .elementor-divider .elementor-divider-separator>.elementor-divider__svg:last-of-type{flex-grow:0;flex-shrink:100}.elementor-widget-divider--element-align-right .elementor-divider-separator:after{content:none}.elementor-widget-divider--element-align-right .elementor-divider__element{margin-right:0}.elementor-widget-divider:not(.elementor-widget-divider--view-line_text):not(.elementor-widget-divider--view-line_icon) .elementor-divider-separator{border-top:var(--divider-border-width) var(--divider-border-style) var(--divider-color)}.elementor-widget-divider--separator-type-pattern{--divider-border-style:none}.elementor-widget-divider--separator-type-pattern.elementor-widget-divider--view-line .elementor-divider-separator,.elementor-widget-divider--separator-type-pattern:not(.elementor-widget-divider--view-line) .elementor-divider-separator:after,.elementor-widget-divider--separator-type-pattern:not(.elementor-widget-divider--view-line) .elementor-divider-separator:before,.elementor-widget-divider--separator-type-pattern:not([class*=elementor-widget-divider--view]) .elementor-divider-separator{width:100%;min-height:var(--divider-pattern-height);-webkit-mask-size:var(--divider-pattern-size) 100%;mask-size:var(--divider-pattern-size) 100%;-webkit-mask-repeat:var(--divider-pattern-repeat);mask-repeat:var(--divider-pattern-repeat);background-color:var(--divider-color);-webkit-mask-image:var(--divider-pattern-url);mask-image:var(--divider-pattern-url)}.elementor-widget-divider--no-spacing{--divider-pattern-size:auto}.elementor-widget-divider--bg-round{--divider-pattern-repeat:round}.rtl .elementor-widget-divider .elementor-divider__text{direction:rtl}.e-con-inner>.elementor-widget-divider,.e-con>.elementor-widget-divider{width:var(--container-widget-width,100%);--flex-grow:var(--container-widget-flex-grow)}<\/style>\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            <\/div>\n        <\/div>\n                            <\/div>\n        <\/section>\n                <section class=\"elementor-section elementor-top-section elementor-element elementor-element-3865a07 elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"3865a07\" data-element_type=\"section\">\n            \n                        <div class=\"elementor-container elementor-column-gap-default \">\n                    <div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ba6d9b5\" data-id=\"ba6d9b5\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap elementor-element-populated\">\n                        \t\t<div class=\"elementor-element elementor-element-e4e36ac elementor-widget elementor-widget-spacer\" data-id=\"e4e36ac\" 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            <\/div>\n        <\/div>\n                            <\/div>\n        <\/section>\n                <section class=\"elementor-section elementor-top-section elementor-element elementor-element-1cd1cce elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"1cd1cce\" data-element_type=\"section\">\n            \n                        <div class=\"elementor-container elementor-column-gap-default \">\n                    <div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-71d5057\" data-id=\"71d5057\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap elementor-element-populated\">\n                        \t\t<div class=\"elementor-element elementor-element-e3dee91 animated-slow elementor-invisible elementor-widget elementor-widget-image\" data-id=\"e3dee91\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;slideInLeft&quot;}\" 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\" width=\"466\" height=\"311\" src=\"https:\/\/ivasystems.in\/wp-content\/uploads\/2023\/03\/rd1.png\" class=\"attachment-large size-large wp-image-11435\" alt=\"\" \/>\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>\n        <\/div>\n                <div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-2275256\" data-id=\"2275256\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap elementor-element-populated\">\n                        \t\t<div class=\"elementor-element elementor-element-d30c362 elementor-widget elementor-widget-ct_heading\" data-id=\"d30c362\" data-element_type=\"widget\" data-widget_type=\"ct_heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div id=\"ct_heading-d30c362\" class=\"ct-heading h-align- sub-style1 ct-heading-left item-st-line-bottom1\">\r\n\t<div class=\"ct-inline-css\"  data-css=\"\r\n        \">\r\n    <\/div>\r\n        <h3 class=\"item--title st-line-bottom1 case-animate-time\" data-wow-delay=\"ms\">\r\n                <span class=\"sp-main\">\r\n            \r\n            Centralised data handling and process automation of handling strain sensor data\n\r\n            \r\n                    <\/span>\r\n                    <div class=\"ct-heading-divider\"><span><\/span><\/div>\r\n            <\/h3>\r\n<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-90fec4c animated-slow elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"90fec4c\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;slideInLeft&quot;}\" 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 align=\"justify\"><span style=\"font-weight: 400;\">This system provides a centralized repository for storing engine-run data, enabling easy access and management of large volumes of strain sensor data. Process automation streamlines data processing, improves efficiency and accuracy. By consolidating data in a single location, the system simplifies data management and enables improved data analysis. This solution can be customized to meet specific requirements and is designed to support a wide range of engines and data sources<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t            <\/div>\n        <\/div>\n                            <\/div>\n        <\/section>\n                <section class=\"elementor-section elementor-top-section elementor-element elementor-element-8343479 elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"8343479\" data-element_type=\"section\">\n            \n                        <div class=\"elementor-container elementor-column-gap-default \">\n                    <div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4223128\" data-id=\"4223128\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap elementor-element-populated\">\n                        \t\t<div class=\"elementor-element elementor-element-bbe9a2f elementor-widget elementor-widget-spacer\" data-id=\"bbe9a2f\" 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            <\/div>\n        <\/div>\n                            <\/div>\n        <\/section>\n                <section class=\"elementor-section elementor-top-section elementor-element elementor-element-c0fc5ec elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"c0fc5ec\" data-element_type=\"section\">\n            \n                        <div class=\"elementor-container elementor-column-gap-default \">\n                    <div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-79a9512\" data-id=\"79a9512\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap elementor-element-populated\">\n                        \t\t<div class=\"elementor-element elementor-element-b636c61 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"b636c61\" 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            <\/div>\n        <\/div>\n                            <\/div>\n        <\/section>\n                <section class=\"elementor-section elementor-top-section elementor-element elementor-element-0975c7c elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"0975c7c\" data-element_type=\"section\">\n            \n                        <div class=\"elementor-container elementor-column-gap-default \">\n                    <div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-60dd39d\" data-id=\"60dd39d\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap elementor-element-populated\">\n                        \t\t<div class=\"elementor-element elementor-element-72f4944 elementor-widget elementor-widget-spacer\" data-id=\"72f4944\" 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            <\/div>\n        <\/div>\n                            <\/div>\n        <\/section>\n                <section class=\"elementor-section elementor-top-section elementor-element elementor-element-daee80b elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"daee80b\" data-element_type=\"section\">\n            \n                        <div class=\"elementor-container elementor-column-gap-default \">\n                    <div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-4edd96c\" data-id=\"4edd96c\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap elementor-element-populated\">\n                        \t\t<div class=\"elementor-element elementor-element-ba6a0ab elementor-widget elementor-widget-spacer\" data-id=\"ba6a0ab\" 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-8425542 animated-slow elementor-invisible elementor-widget elementor-widget-image\" data-id=\"8425542\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;slideInRight&quot;}\" 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\" width=\"466\" height=\"311\" src=\"https:\/\/ivasystems.in\/wp-content\/uploads\/2023\/03\/rd2.png\" class=\"attachment-large size-large wp-image-11436\" alt=\"\" \/>\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>\n        <\/div>\n                <div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-a1c79ed\" data-id=\"a1c79ed\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap elementor-element-populated\">\n                        \t\t<div class=\"elementor-element elementor-element-acaa911 elementor-widget elementor-widget-ct_heading\" data-id=\"acaa911\" data-element_type=\"widget\" data-widget_type=\"ct_heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div id=\"ct_heading-acaa911\" class=\"ct-heading h-align- sub-style1 ct-heading-left item-st-line-bottom1\">\r\n\t<div class=\"ct-inline-css\"  data-css=\"\r\n        \">\r\n    <\/div>\r\n        <h3 class=\"item--title st-line-bottom1 case-animate-time\" data-wow-delay=\"ms\">\r\n                <span class=\"sp-main\">\r\n            \r\n            Specialized Noise Removal Algorithms for High-Frequency Strain Data Analysis\r\n            \r\n                    <\/span>\r\n                    <div class=\"ct-heading-divider\"><span><\/span><\/div>\r\n            <\/h3>\r\n<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b39d3d7 animated-slow elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"b39d3d7\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;slideInRight&quot;}\" 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>Standard commercially available noise removal algorithms are not very\u00a0 effective in handling aero engine&#8217;s very high frequency strain data. Hence, specialized algorithms were developed for removing unwanted signals from high-frequency strain data, without compromising the accuracy of the data. This involved training models on large amounts of data to learn and analyse \u00a0the unique characteristics of the strain sensors such as\u00a0 sensitivity, frequency response, and noise sources and effectively remove the \u2018noise\u2019 in the signal, thereby ensuring its quality \u00a0accuracy.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t            <\/div>\n        <\/div>\n                            <\/div>\n        <\/section>\n                <section class=\"elementor-section elementor-top-section elementor-element elementor-element-43d1960 elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"43d1960\" data-element_type=\"section\">\n            \n                        <div class=\"elementor-container elementor-column-gap-default \">\n                    <div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c6a8d89\" data-id=\"c6a8d89\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap elementor-element-populated\">\n                        \t\t<div class=\"elementor-element elementor-element-28c9735 elementor-widget elementor-widget-spacer\" data-id=\"28c9735\" 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            <\/div>\n        <\/div>\n                            <\/div>\n        <\/section>\n                <section class=\"elementor-section elementor-top-section elementor-element elementor-element-1c29bb7 elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"1c29bb7\" data-element_type=\"section\">\n            \n                        <div class=\"elementor-container elementor-column-gap-default \">\n                    <div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-637c76b\" data-id=\"637c76b\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap elementor-element-populated\">\n                        \t\t<div class=\"elementor-element elementor-element-8b8e5fe elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"8b8e5fe\" 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            <\/div>\n        <\/div>\n                            <\/div>\n        <\/section>\n                <section class=\"elementor-section elementor-top-section elementor-element elementor-element-8b05305 elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"8b05305\" data-element_type=\"section\">\n            \n                        <div class=\"elementor-container elementor-column-gap-default \">\n                    <div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-19f0ec6\" data-id=\"19f0ec6\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap elementor-element-populated\">\n                        \t\t<div class=\"elementor-element elementor-element-f09fd0d elementor-widget elementor-widget-spacer\" data-id=\"f09fd0d\" 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            <\/div>\n        <\/div>\n                            <\/div>\n        <\/section>\n                <section class=\"elementor-section elementor-top-section elementor-element elementor-element-9a8ad28 elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"9a8ad28\" data-element_type=\"section\">\n            \n                        <div class=\"elementor-container elementor-column-gap-default \">\n                    <div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-0aa5c23\" data-id=\"0aa5c23\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap elementor-element-populated\">\n                        \t\t<div class=\"elementor-element elementor-element-c6183bb elementor-widget elementor-widget-spacer\" data-id=\"c6183bb\" 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-f476234 animated-slow elementor-invisible elementor-widget elementor-widget-image\" data-id=\"f476234\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;slideInLeft&quot;}\" 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\" width=\"466\" height=\"311\" src=\"https:\/\/ivasystems.in\/wp-content\/uploads\/2023\/03\/rd3.png\" class=\"attachment-large size-large wp-image-11437\" alt=\"\" \/>\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>\n        <\/div>\n                <div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-45fd89a\" data-id=\"45fd89a\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap elementor-element-populated\">\n                        \t\t<div class=\"elementor-element elementor-element-1b427da elementor-widget elementor-widget-ct_heading\" data-id=\"1b427da\" data-element_type=\"widget\" data-widget_type=\"ct_heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div id=\"ct_heading-1b427da\" class=\"ct-heading h-align- sub-style1 ct-heading-left item-st-line-bottom1\">\r\n\t<div class=\"ct-inline-css\"  data-css=\"\r\n        \">\r\n    <\/div>\r\n        <h3 class=\"item--title st-line-bottom1 case-animate-time\" data-wow-delay=\"ms\">\r\n                <span class=\"sp-main\">\r\n            \r\n            Engineered for Safety &#8211; Automatic detection of failed sensors in Jet engines\r\n            \r\n                    <\/span>\r\n                    <div class=\"ct-heading-divider\"><span><\/span><\/div>\r\n            <\/h3>\r\n<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-68d9ca6 animated-slow elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"68d9ca6\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;slideInLeft&quot;}\" 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>Failures in sensors of Turbo jet engines can have serious safety implications. By detecting failures in sensors automatically, potential safety hazards can be identified early and addressed, thereby reducing down time and lifecycle cost minimising expensive repairs \/ catastrophes. IVA developed an algorithm for the automatic detection of failed sensors based on the identified patterns and behaviours which requires a combination of data analysis, machine learning, and software development skills, to automatically detect sensor failures in real-time.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t            <\/div>\n        <\/div>\n                            <\/div>\n        <\/section>\n                <section class=\"elementor-section elementor-top-section elementor-element elementor-element-5cbd755 elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"5cbd755\" data-element_type=\"section\">\n            \n                        <div class=\"elementor-container elementor-column-gap-default \">\n                    <div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e4c40f6\" data-id=\"e4c40f6\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap elementor-element-populated\">\n                        \t\t<div class=\"elementor-element elementor-element-348d1c5 elementor-widget elementor-widget-spacer\" data-id=\"348d1c5\" 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            <\/div>\n        <\/div>\n                            <\/div>\n        <\/section>\n                <section class=\"elementor-section elementor-top-section elementor-element elementor-element-c4a243f elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"c4a243f\" data-element_type=\"section\">\n            \n                        <div class=\"elementor-container elementor-column-gap-default \">\n                    <div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7f49dad\" data-id=\"7f49dad\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap elementor-element-populated\">\n                        \t\t<div class=\"elementor-element elementor-element-cd7b68e elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"cd7b68e\" 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            <\/div>\n        <\/div>\n                            <\/div>\n        <\/section>\n                <section class=\"elementor-section elementor-top-section elementor-element elementor-element-000f3af elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"000f3af\" data-element_type=\"section\">\n            \n                        <div class=\"elementor-container elementor-column-gap-default \">\n                    <div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-652daad\" data-id=\"652daad\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap elementor-element-populated\">\n                        \t\t<div class=\"elementor-element elementor-element-fa56c73 elementor-widget elementor-widget-spacer\" data-id=\"fa56c73\" 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            <\/div>\n        <\/div>\n                            <\/div>\n        <\/section>\n                <section class=\"elementor-section elementor-top-section elementor-element elementor-element-e30a54c elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"e30a54c\" data-element_type=\"section\">\n            \n                        <div class=\"elementor-container elementor-column-gap-default \">\n                    <div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-a0c3c00\" data-id=\"a0c3c00\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap elementor-element-populated\">\n                        \t\t<div class=\"elementor-element elementor-element-2c99c2d animated-slow elementor-invisible elementor-widget elementor-widget-image\" data-id=\"2c99c2d\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;slideInRight&quot;}\" 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\" width=\"466\" height=\"311\" src=\"https:\/\/ivasystems.in\/wp-content\/uploads\/2023\/03\/rd4.png\" class=\"attachment-large size-large wp-image-11439\" alt=\"\" \/>\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>\n        <\/div>\n                <div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-597bdba\" data-id=\"597bdba\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap elementor-element-populated\">\n                        \t\t<div class=\"elementor-element elementor-element-ded3c01 elementor-widget elementor-widget-spacer\" data-id=\"ded3c01\" 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-3601d48 elementor-widget elementor-widget-ct_heading\" data-id=\"3601d48\" data-element_type=\"widget\" data-widget_type=\"ct_heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div id=\"ct_heading-3601d48\" class=\"ct-heading h-align- sub-style1 ct-heading-left item-st-line-bottom1\">\r\n\t<div class=\"ct-inline-css\"  data-css=\"\r\n        \">\r\n    <\/div>\r\n        <h3 class=\"item--title st-line-bottom1 case-animate-time\" data-wow-delay=\"ms\">\r\n                <span class=\"sp-main\">\r\n            \r\n            Improvement of prediction accuracy\r\n            \r\n                    <\/span>\r\n                    <div class=\"ct-heading-divider\"><span><\/span><\/div>\r\n            <\/h3>\r\n<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ef548d0 animated-slow elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"ef548d0\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;slideInRight&quot;}\" 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;\">In trying to make predictions using machine learning, there are a variety of different models that can be used, such as linear regression, decision trees, neural networks, ensemble models and more. Each of these models has its own strengths and weaknesses and may perform better or worse depending on the specific task and data being analyzed.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t            <\/div>\n        <\/div>\n                            <\/div>\n        <\/section>\n                <section class=\"elementor-section elementor-top-section elementor-element elementor-element-96bbf37 elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"96bbf37\" data-element_type=\"section\">\n            \n                        <div class=\"elementor-container elementor-column-gap-default \">\n                    <div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-584009a\" data-id=\"584009a\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap elementor-element-populated\">\n                        \t\t<div class=\"elementor-element elementor-element-a14274d elementor-widget elementor-widget-spacer\" data-id=\"a14274d\" 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            <\/div>\n        <\/div>\n                            <\/div>\n        <\/section>\n                <section class=\"elementor-section elementor-top-section elementor-element elementor-element-afe6af6 elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"afe6af6\" data-element_type=\"section\">\n            \n                        <div class=\"elementor-container elementor-column-gap-default \">\n                    <div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-80b6e3f\" data-id=\"80b6e3f\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap elementor-element-populated\">\n                        \t\t<div class=\"elementor-element elementor-element-ce1eb9c elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"ce1eb9c\" 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            <\/div>\n        <\/div>\n                            <\/div>\n        <\/section>\n                <section class=\"elementor-section elementor-top-section elementor-element elementor-element-734de47 elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"734de47\" data-element_type=\"section\">\n            \n                        <div class=\"elementor-container elementor-column-gap-default \">\n                    <div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f0d432d\" data-id=\"f0d432d\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap elementor-element-populated\">\n                        \t\t<div class=\"elementor-element elementor-element-e931ead elementor-widget elementor-widget-spacer\" data-id=\"e931ead\" 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            <\/div>\n        <\/div>\n                            <\/div>\n        <\/section>\n                <section class=\"elementor-section elementor-top-section elementor-element elementor-element-16caf15 elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"16caf15\" data-element_type=\"section\">\n            \n                        <div class=\"elementor-container elementor-column-gap-default \">\n                    <div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6836125\" data-id=\"6836125\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap elementor-element-populated\">\n                        \t\t<div class=\"elementor-element elementor-element-20ad44b elementor-widget elementor-widget-spacer\" data-id=\"20ad44b\" 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            <\/div>\n        <\/div>\n                            <\/div>\n        <\/section>\n                <section class=\"elementor-section elementor-top-section elementor-element elementor-element-5d7f878 elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"5d7f878\" data-element_type=\"section\">\n            \n                        <div class=\"elementor-container elementor-column-gap-default \">\n                    <div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-867f7ed\" data-id=\"867f7ed\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap elementor-element-populated\">\n                        \t\t<div class=\"elementor-element elementor-element-079e77b elementor-widget elementor-widget-spacer\" data-id=\"079e77b\" 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            <\/div>\n        <\/div>\n                            <\/div>\n        <\/section>\n                <section class=\"elementor-section elementor-top-section elementor-element elementor-element-d6c1c16 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"d6c1c16\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n            \n                        <div class=\"elementor-container elementor-column-gap-extended \">\n                    <div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-27e5d81\" data-id=\"27e5d81\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap elementor-element-populated\">\n                        \t\t<div class=\"elementor-element elementor-element-06be49e elementor-widget elementor-widget-heading\" data-id=\"06be49e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.11.2 - 22-02-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h5 class=\"elementor-heading-title elementor-size-default\">Partnering with top-notch Indian Institutions to transform industry\n<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d60357e elementor-widget__width-inherit elementor-arrows-position-inside elementor-pagination-position-outside elementor-widget elementor-widget-image-carousel\" data-id=\"d60357e\" data-element_type=\"widget\" data-settings=\"{&quot;navigation&quot;:&quot;both&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;infinite&quot;:&quot;yes&quot;,&quot;speed&quot;:500}\" data-widget_type=\"image-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.11.2 - 22-02-2023 *\/\n.elementor-widget-image-carousel .swiper,.elementor-widget-image-carousel .swiper-container{position:static}.elementor-widget-image-carousel .swiper-container .swiper-slide figure,.elementor-widget-image-carousel .swiper .swiper-slide figure{line-height:inherit}.elementor-widget-image-carousel .swiper-slide{text-align:center}.elementor-image-carousel-wrapper:not(.swiper-container-initialized) .swiper-slide,.elementor-image-carousel-wrapper:not(.swiper-initialized) .swiper-slide{max-width:calc(100% \/ var(--e-image-carousel-slides-to-show, 3))}<\/style>\t\t<div class=\"elementor-image-carousel-wrapper swiper-container\" dir=\"ltr\">\n\t\t\t<div class=\"elementor-image-carousel swiper-wrapper\">\n\t\t\t\t\t\t\t\t<div class=\"swiper-slide\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/ivasystems.in\/wp-content\/uploads\/elementor\/thumbs\/nit-calicut-qk15nkud0493jytqgm7hl2anbgpe2nxfg2gx6soeso.png\" alt=\"nit calicut\" \/><\/figure><\/div><div class=\"swiper-slide\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/ivasystems.in\/wp-content\/uploads\/elementor\/thumbs\/Indian_Institute_of_Technology_Delhi_Logo.svg-qk12wzjs5padse1a60081xy48inepkiz833h1yuzfs.png\" alt=\"Indian_Institute_of_Technology_Delhi_Logo.svg\" \/><\/figure><\/div><div class=\"swiper-slide\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/ivasystems.in\/wp-content\/uploads\/elementor\/thumbs\/Uni_of_cali-qk12x80bv7lyovozslnv6dt9kzhpmugk98yudgifvs.png\" alt=\"Uni_of_cali\" \/><\/figure><\/div>\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-prev\">\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"eicon-chevron-left\"><\/i>\t\t\t\t\t\t<span class=\"elementor-screen-only\">Previous<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-next\">\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"eicon-chevron-right\"><\/i>\t\t\t\t\t\t<span class=\"elementor-screen-only\">Next<\/span>\n\t\t\t\t\t<\/div>\n\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            <\/div>\n        <\/div>\n                            <\/div>\n        <\/section>\n                <section class=\"elementor-section elementor-top-section elementor-element elementor-element-7f94a66 elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"7f94a66\" data-element_type=\"section\">\n            \n                        <div class=\"elementor-container elementor-column-gap-default \">\n                    <div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-130ad93\" data-id=\"130ad93\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap elementor-element-populated\">\n                        \t\t<div class=\"elementor-element elementor-element-70a61e3 elementor-widget elementor-widget-heading\" data-id=\"70a61e3\" 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\">Research Team<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t            <\/div>\n        <\/div>\n                            <\/div>\n        <\/section>\n                <section class=\"elementor-section elementor-top-section elementor-element elementor-element-6c66beb elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"6c66beb\" data-element_type=\"section\">\n            \n                        <div class=\"elementor-container elementor-column-gap-default \">\n                    <div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7cbd76a\" data-id=\"7cbd76a\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap elementor-element-populated\">\n                        \t\t<div class=\"elementor-element elementor-element-6b5c12f animated-slow elementor-invisible elementor-widget elementor-widget-ct_team_grid\" data-id=\"6b5c12f\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"ct_team_grid.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t    <div class=\"ct-grid ct-team-grid ct-team-grid1 style1\">\r\n        <div class=\"ct-grid-inner ct-grid-masonry row animate-time\" data-gutter=\"7\">\r\n                            <div class=\"grid-item col-xl-3 col-lg-3 col-md-4 col-sm-12 col-12\">\r\n                    <div class=\"item--inner \">\r\n                    \t                            <div class=\"item--image\">\r\n                                <a ><img decoding=\"async\" width=\"225\" height=\"225\" src=\"https:\/\/ivasystems.in\/wp-content\/uploads\/2023\/03\/download.jpg\" class=\"disable-lazy attachment-full\" alt=\"\" \/><\/a>\r\n                                <div class=\"item--social\">\r\n                                                                    <\/div>\r\n                            <\/div>\r\n                                                <div class=\"item--meta-wrap\">\r\n                            <div class=\"item--meta\">\r\n                            \t<h3 class=\"item--title\">\t\r\n                \t            \tDr Raghu C V                \t\t        <\/h3>\r\n                \t\t        <span class=\"item--position\">Mentor, NIT Calicut<\/span>\r\n                                                            <\/div>\r\n                        <\/div>\r\n                   <\/div>\r\n                <\/div>\r\n                            <div class=\"grid-item col-xl-3 col-lg-3 col-md-4 col-sm-12 col-12\">\r\n                    <div class=\"item--inner \">\r\n                    \t                            <div class=\"item--image\">\r\n                                <a ><img decoding=\"async\" width=\"225\" height=\"225\" src=\"https:\/\/ivasystems.in\/wp-content\/uploads\/2023\/03\/dhanya.jpg\" class=\"disable-lazy attachment-full\" alt=\"\" \/><\/a>\r\n                                <div class=\"item--social\">\r\n                                                                    <\/div>\r\n                            <\/div>\r\n                                                <div class=\"item--meta-wrap\">\r\n                            <div class=\"item--meta\">\r\n                            \t<h3 class=\"item--title\">\t\r\n                \t            \tDr Dhanya S                \t\t        <\/h3>\r\n                \t\t        <span class=\"item--position\">Research Scientist<\/span>\r\n                                                            <\/div>\r\n                        <\/div>\r\n                   <\/div>\r\n                <\/div>\r\n                            <div class=\"grid-item col-xl-3 col-lg-3 col-md-4 col-sm-12 col-12\">\r\n                    <div class=\"item--inner \">\r\n                    \t                            <div class=\"item--image\">\r\n                                <a ><img decoding=\"async\" width=\"841\" height=\"841\" src=\"https:\/\/ivasystems.in\/wp-content\/uploads\/2023\/03\/tuxpi.com_.1677756602.jpg\" class=\"disable-lazy attachment-full\" alt=\"\" \/><\/a>\r\n                                <div class=\"item--social\">\r\n                                                                    <\/div>\r\n                            <\/div>\r\n                                                <div class=\"item--meta-wrap\">\r\n                            <div class=\"item--meta\">\r\n                            \t<h3 class=\"item--title\">\t\r\n                \t            \tDr Shaurya Shriyam                \t\t        <\/h3>\r\n                \t\t        <span class=\"item--position\">Mentor, IIT Delhi<\/span>\r\n                                                            <\/div>\r\n                        <\/div>\r\n                   <\/div>\r\n                <\/div>\r\n                            <div class=\"grid-item col-xl-3 col-lg-3 col-md-4 col-sm-12 col-12\">\r\n                    <div class=\"item--inner \">\r\n                    \t                            <div class=\"item--image\">\r\n                                <a ><img decoding=\"async\" width=\"225\" height=\"224\" src=\"https:\/\/ivasystems.in\/wp-content\/uploads\/2023\/03\/Dr.-Lajish-V.L.jpg\" class=\"disable-lazy attachment-full\" alt=\"\" \/><\/a>\r\n                                <div class=\"item--social\">\r\n                                                                    <\/div>\r\n                            <\/div>\r\n                                                <div class=\"item--meta-wrap\">\r\n                            <div class=\"item--meta\">\r\n                            \t<h3 class=\"item--title\">\t\r\n                \t            \tDr Lajish V L                \t\t        <\/h3>\r\n                \t\t        <span class=\"item--position\">Mentor, Calicut University<\/span>\r\n                                                            <\/div>\r\n                        <\/div>\r\n                   <\/div>\r\n                <\/div>\r\n                        <div class=\"grid-sizer col-xl-3 col-lg-3 col-md-4 col-sm-12 col-12\"><\/div>\r\n        <\/div>\r\n    <\/div>\r\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t            <\/div>\n        <\/div>\n                            <\/div>\n        <\/section>\n                <section class=\"elementor-section elementor-top-section elementor-element elementor-element-3542b0e elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"3542b0e\" data-element_type=\"section\">\n            \n                        <div class=\"elementor-container elementor-column-gap-default \">\n                    <div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1c2bc37\" data-id=\"1c2bc37\" data-element_type=\"column\">\n            <div class=\"elementor-widget-wrap\">\n                                    <\/div>\n        <\/div>\n                            <\/div>\n        <\/section>\n        \t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>A group of talented data scientists and engineers assist IVA\u2019s research endeavours in creating innovative technologies. For instance, the aerospace sector uses DataCivet, a low-code digital twin platform that we developed which was used in complex high speed data Synthesis effectively. IVA is dedicated to collaborating with academic and industrial partners to hasten the implementation [&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-11047","page","type-page","status-publish","hentry"],"rttpg_featured_image_url":null,"rttpg_author":{"display_name":"IVASYSTEMS","author_link":"https:\/\/ivasystems.in\/index.php\/author\/prasad\/"},"rttpg_comment":0,"rttpg_category":null,"rttpg_excerpt":"A group of talented data scientists and engineers assist IVA\u2019s research endeavours in creating innovative technologies. For instance, the aerospace sector uses DataCivet, a low-code digital twin platform that we developed which was used in complex high speed data Synthesis effectively. IVA is dedicated to collaborating with academic and industrial partners to hasten the implementation&hellip;","_links":{"self":[{"href":"https:\/\/ivasystems.in\/index.php\/wp-json\/wp\/v2\/pages\/11047","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ivasystems.in\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ivasystems.in\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ivasystems.in\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ivasystems.in\/index.php\/wp-json\/wp\/v2\/comments?post=11047"}],"version-history":[{"count":126,"href":"https:\/\/ivasystems.in\/index.php\/wp-json\/wp\/v2\/pages\/11047\/revisions"}],"predecessor-version":[{"id":12516,"href":"https:\/\/ivasystems.in\/index.php\/wp-json\/wp\/v2\/pages\/11047\/revisions\/12516"}],"wp:attachment":[{"href":"https:\/\/ivasystems.in\/index.php\/wp-json\/wp\/v2\/media?parent=11047"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}