{"id":57112,"date":"2020-03-21T14:24:53","date_gmt":"2020-03-21T08:54:53","guid":{"rendered":"http:\/\/192.248.50.243\/?post_type=dt_portfolio&#038;p=57112"},"modified":"2020-05-04T11:05:43","modified_gmt":"2020-05-04T05:35:43","slug":"optimum-demand-and-supply-operations-of-power-systems","status":"publish","type":"dt_portfolio","link":"https:\/\/www.eng.ruh.ac.lk\/deie\/project\/optimum-demand-and-supply-operations-of-power-systems\/","title":{"rendered":"Optimum Demand and Supply Operations of Power Systems"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row equal_height=&#8221;yes&#8221; content_placement=&#8221;top&#8221; type=&#8221;vc_default&#8221; css=&#8221;.vc_custom_1584702595643{padding-bottom: 20px !important;}&#8221;][vc_column width=&#8221;1\/2&#8243; css=&#8221;.vc_custom_1572893353553{padding-bottom: 50px !important;}&#8221;]<div id=\"ultimate-heading-343869e74db8e3a94\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-343869e74db8e3a94 uvc-2868  uvc-heading-default-font-sizes\" data-hspacer=\"no_spacer\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-343869e74db8e3a94 h3'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h3 style=\"font-weight:bold;margin-bottom:30px;\">SMART POWER MANAGEMENT SYSTEM<\/h3><\/div><\/div>[vc_column_text css=&#8221;.vc_custom_1584800679975{margin-bottom: 30px !important;border-left-width: 3px !important;padding-left: 20px !important;border-left-color: rgba(0,0,0,0.1) !important;border-left-style: solid !important;}&#8221;]Rajitha Udawalpola, Taisuke Masuta[\/vc_column_text][vc_column_text]The aim of this project is to implement a reliable energy monitoring system which can measure current and voltage values to calculate useful parameters in order to produce useful outcomes or to carry out certain functionalities like device identification, pattern recognition, cost prediction etc. For this a set of smart plug devices are connected to a central device via wireless technology. Smart plug is the data acquisition system which is used to measure current and voltage parameters necessary for the rest of the processes. The electrical appliances are connected to smart plug and devices obtain power through the smart plug to operate. By improving the smart plug and energy management system as above we hope to make a positive impact on energy consumption and financial sector of Sri Lankan domestic and industrial areas.[\/vc_column_text][\/vc_column][vc_column width=&#8221;1\/2&#8243; css=&#8221;.vc_custom_1572893349347{padding-bottom: 50px !important;}&#8221;]<style type=\"text\/css\" data-type=\"the7_shortcodes-inline-css\">.shortcode-single-image-wrap.shortcode-single-image-18df302e34d176bac7fb6458b9961e32.enable-bg-rollover .rollover i,\n.shortcode-single-image-wrap.shortcode-single-image-18df302e34d176bac7fb6458b9961e32.enable-bg-rollover .rollover-video i {\n  background: -webkit-linear-gradient();\n  background: linear-gradient();\n}\n.shortcode-single-image-wrap.shortcode-single-image-18df302e34d176bac7fb6458b9961e32 .rollover-icon {\n  font-size: 32px;\n  color: #ffffff;\n  min-width: 44px;\n  min-height: 44px;\n  line-height: 44px;\n  border-radius: 100px;\n  border-style: solid;\n  border-width: 0px;\n}\n.dt-icon-bg-on.shortcode-single-image-wrap.shortcode-single-image-18df302e34d176bac7fb6458b9961e32 .rollover-icon {\n  background: rgba(255,255,255,0.3);\n  box-shadow: none;\n}\n<\/style>[\/vc_column][vc_column]<div id=\"ultimate-heading-316969e74db8e3ea5\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-316969e74db8e3ea5 uvc-5393  uvc-heading-default-font-sizes\" data-hspacer=\"no_spacer\"  data-halign=\"center\" style=\"text-align:center\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-316969e74db8e3ea5 h3'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h3 style=\"--font-weight:theme;\">Overview<\/h3><\/div><\/div>[vc_column_text]This document is about a smart solution for household power management which mainly focused on optimizing the usage of power with cost optimization. In this smart power management system a smart plug and a central device are introduced. Smart plug is for the parameter measurement and central device acts as the main controlling unit. These two devices communicate through wireless technology. These measured parameters are stored in a local database and a remote database. Main tasks like device-identification, pattern recognition and cost prediction are done through analysis of data. The prediction of domestic power consumption and usage optimization are done via data mining and clustering using machine learning techniques. The analysis is done using neural networks, support vector machines, k-means, mean shift and Silhouette classifications. The basic idea is to select a classifier with better performance in real time to detect devices and record the power consumption data set. The device prediction and pattern identification algorithms adapt itself based on the data received via the smart plug. The prediction algorithms have the ability to give expected power consumption of next period and optimization algorithms provide optimized methods to use devices efficiently and effectively.[\/vc_column_text][\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; bg_type=&#8221;image&#8221; bg_override=&#8221;ex-full&#8221; type=&#8221;vc_default&#8221; css=&#8221;.vc_custom_1572893362996{padding-bottom: 70px !important;}&#8221;][vc_column offset=&#8221;vc_col-lg-offset-0 vc_col-lg-12 vc_col-md-offset-0 vc_col-md-12&#8243;]<style type=\"text\/css\" data-type=\"the7_shortcodes-inline-css\">.gallery-carousel-shortcode.gallery-carousel-shortcode-id-1e8914a99ec4cee806504e45bec5f7c4 .owl-nav a {\n  width: 36px;\n  height: 36px;\n  border-radius: 500px;\n}\n.dt-arrow-border-on.gallery-carousel-shortcode.gallery-carousel-shortcode-id-1e8914a99ec4cee806504e45bec5f7c4 .owl-nav a:not(:hover):before {\n  border-width: 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figure,\n.gallery-carousel-shortcode.gallery-carousel-shortcode-id-1e8914a99ec4cee806504e45bec5f7c4 .rollover,\n.gallery-carousel-shortcode.gallery-carousel-shortcode-id-1e8914a99ec4cee806504e45bec5f7c4 img,\n.gallery-carousel-shortcode.gallery-carousel-shortcode-id-1e8914a99ec4cee806504e45bec5f7c4 .gallery-rollover {\n  border-radius: 0px;\n}\n.gallery-carousel-shortcode.gallery-carousel-shortcode-id-1e8914a99ec4cee806504e45bec5f7c4.enable-bg-rollover .gallery-rollover {\n  background: rgba(0,0,0,0.5);\n  box-shadow: none;\n  background: -webkit-linear-gradient();\n  background: linear-gradient();\n}\n.gallery-carousel-shortcode.gallery-carousel-shortcode-id-1e8914a99ec4cee806504e45bec5f7c4.enable-img-shadow .owl-stage-outer {\n  padding: 34px 0;\n}\n.gallery-carousel-shortcode.gallery-carousel-shortcode-id-1e8914a99ec4cee806504e45bec5f7c4.enable-bg-rollover.hover-scale figure .rollover:after {\n  background: rgba(0,0,0,0.5);\n  box-shadow: none;\n  background: 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dt-owl-carousel-call gallery-carousel-shortcode-id-1e8914a99ec4cee806504e45bec5f7c4 quick-scale-img enable-bg-rollover meta-info-off dt-arrow-border-on dt-arrow-hover-border-on bullets-small-dot-stroke reposition-arrows dt-icon-bg-off arrows-bg-on disable-arrows-hover-bg arrows-hover-bg-on  hover-fade \" data-scroll-mode=\"1\" data-col-num=\"3\" data-wide-col-num=\"3\" data-laptop-col=\"3\" data-h-tablet-columns-num=\"3\" data-v-tablet-columns-num=\"2\" data-phone-columns-num=\"1\" data-col-gap=\"30\" data-stage-padding=\"0\" data-speed=\"800\" data-autoplay=\"false\" data-autoplay_speed=\"6000\" data-arrows=\"true\" data-bullet=\"false\" data-next-icon=\"icon-ar-017-r\" data-prev-icon=\"icon-ar-017-l\" data-img-shadow-size=\"12px\" data-img-shadow-spread=\"3px\"><\/div>[\/vc_column][\/vc_row][vc_row equal_height=&#8221;yes&#8221; content_placement=&#8221;top&#8221; type=&#8221;vc_default&#8221; el_class=&#8221;reverse-row-on-mobile&#8221; css=&#8221;.vc_custom_1572893387563{margin-bottom: -40px !important;}&#8221;][vc_column width=&#8221;1\/2&#8243; css=&#8221;.vc_custom_1572893376547{padding-bottom: 20px !important;}&#8221;]<div id=\"ultimate-heading-165069e74db8e44a5\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-165069e74db8e44a5 uvc-3987  uvc-heading-default-font-sizes\" data-hspacer=\"no_spacer\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-165069e74db8e44a5 h3'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h3 style=\"font-weight:bold;margin-bottom:30px;\">Updates<\/h3><\/div><\/div><style type=\"text\/css\" data-type=\"the7_shortcodes-inline-css\">.icon-with-text-shortcode.icon-text-id-06809a35f10ae1359f842c88aacad600 .text-icon {\n  width: 60px;\n  height: 60px;\n  line-height: 60px;\n  font-size: 32px;\n  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  class=\"text-icon dt-icon-bg-on dt-icon-hover-off\" ><span class=\"icon-inner\"><i class=\"dt-regular-icon soc-icon fas fa-cogs\"><\/i><i class=\"dt-hover-icon soc-icon fas fa-cogs\"><\/i><\/span><\/span><h4 class=\"dt-text-title\"  >Lorem ipsum nulla dolor<\/h4><div class=\"dt-text-desc\">Lorem ipsum dolor sit amet, consectetur adipiscing elit. Cras aliquet dolor sed ex laoreet, vel molestie quam gravida. Proin molestie vestibulum sem quis ornare. Suspendisse lectus nulla!<\/div><\/div><style type=\"text\/css\" data-type=\"the7_shortcodes-inline-css\">.icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .text-icon {\n  width: 60px;\n  height: 60px;\n  line-height: 60px;\n  font-size: 32px;\n  border-radius: 0px;\n  margin: 0px 20px 0px 0px;\n}\n.icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .text-icon .icon-inner {\n  min-width: 60px;\n  min-height: 60px;\n  border-radius: 0px;\n}\n@media all and (-ms-high-contrast: none) {\n  .icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .text-icon .icon-inner {\n    height: 60px;\n  }\n}\n.icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .text-icon .dt-hover-icon {\n  line-height: 60px;\n}\n.icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .text-icon:before,\n.icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .text-icon:after,\n.icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .text-icon .icon-inner:before,\n.icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .text-icon .icon-inner:after {\n  min-width: 100%;\n  min-height: 100%;\n  padding: inherit;\n  border-radius: inherit;\n}\n.icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .text-icon.dt-icon-border-on:before {\n  border-width: 0px;\n  border-style: solid;\n}\n.dt-icon-border-dashed.icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .text-icon.dt-icon-border-on:before {\n  border-style: dashed;\n}\n.dt-icon-border-dotted.icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .text-icon.dt-icon-border-on:before {\n  border-style: dotted;\n}\n.dt-icon-border-double.icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .text-icon.dt-icon-border-on:before {\n  border-style: double;\n}\n.icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .text-icon.dt-icon-border-dashed.dt-icon-border-on:before {\n  border-style: dashed;\n}\n.icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .text-icon.dt-icon-border-dotted.dt-icon-border-on:before {\n  border-style: dotted;\n}\n.icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .text-icon.dt-icon-border-double.dt-icon-border-on:before {\n  border-style: double;\n}\n.icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .text-icon.dt-icon-hover-border-on:after {\n  border-width: 0px;\n  border-style: solid;\n}\n.icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .text-icon.dt-icon-border-dashed.dt-icon-hover-border-on:after {\n  border-style: dashed;\n}\n.icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .text-icon.dt-icon-border-dotted.dt-icon-hover-border-on:after {\n  border-style: dotted;\n}\n.icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .text-icon.dt-icon-border-double.dt-icon-hover-border-on:after {\n  border-style: double;\n}\n.icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .text-icon.dt-icon-hover-on:hover {\n  font-size: 32px;\n}\n#page .icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .text-icon.dt-icon-hover-on:hover .soc-font-icon,\n#phantom .icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .text-icon.dt-icon-hover-on:hover .soc-font-icon,\n#page .icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .text-icon.dt-icon-hover-on:hover .soc-icon,\n#phantom .icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .text-icon.dt-icon-hover-on:hover .soc-icon {\n  color: #fff;\n  background: none;\n}\n#page .icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .text-icon.dt-icon-hover-on:not(:hover) .soc-font-icon,\n#phantom .icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .text-icon.dt-icon-hover-on:not(:hover) .soc-font-icon,\n#page .icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .text-icon.dt-icon-hover-on:not(:hover) .soc-icon,\n#phantom .icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .text-icon.dt-icon-hover-on:not(:hover) .soc-icon,\n#page .icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .text-icon.dt-icon-hover-off .soc-font-icon,\n#phantom .icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .text-icon.dt-icon-hover-off .soc-font-icon,\n#page .icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .text-icon.dt-icon-hover-off .soc-icon,\n#phantom .icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .text-icon.dt-icon-hover-off .soc-icon {\n  color: #ffffff;\n  background: none;\n}\n.icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55.layout-1 {\n  grid-template-columns: 60px minmax(0,1fr);\n  grid-column-gap: 20px;\n}\n.icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55.layout-2 {\n  grid-template-columns: minmax(0,1fr) 60px;\n  grid-column-gap: 0px;\n}\n.icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55.layout-2 .text-icon {\n  margin-left: 0;\n}\n.icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55.layout-3 {\n  grid-template-columns: 60px minmax(0,1fr);\n}\n.icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55.layout-3 .dt-text-title {\n  margin-left: 20px;\n}\n.icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .dt-text-title,\n.icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .dt-text-title a {\n  font-weight: bold;\n}\n.icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .dt-text-title {\n  margin-bottom: 10px;\n}\n.icon-with-text-shortcode.icon-text-id-12b969ccb9bf623e8d88c40870107a55 .dt-text-desc {\n  margin-bottom: 0px;\n  font-size: 15px;\n  line-height: 28px;\n}\n<\/style><div class=\"icon-with-text-shortcode  icon-text-id-12b969ccb9bf623e8d88c40870107a55 layout-1  vc_custom_1572796589690 \" ><span   class=\"text-icon dt-icon-bg-on dt-icon-hover-off\" ><span class=\"icon-inner\"><i class=\"dt-regular-icon soc-icon fas fa-window-restore\"><\/i><i class=\"dt-hover-icon soc-icon fas fa-window-restore\"><\/i><\/span><\/span><h4 class=\"dt-text-title\"  >Proin molestie vestibulum sem quis ornare<\/h4><div class=\"dt-text-desc\">Consectetur adipiscing elit. Cras aliquet dolor sed ex laoreet, vel molestie quam gravida. Proin molestie vestibulum sem quis ornare.<\/div><\/div><style type=\"text\/css\" data-type=\"the7_shortcodes-inline-css\">.icon-with-text-shortcode.icon-text-id-4a39d5e3640264602217ee9444f89500 .text-icon {\n  width: 60px;\n  height: 60px;\n  line-height: 60px;\n  font-size: 32px;\n  border-radius: 0px;\n  margin: 0px 20px 0px 0px;\n}\n.icon-with-text-shortcode.icon-text-id-4a39d5e3640264602217ee9444f89500 .text-icon .icon-inner {\n  min-width: 60px;\n  min-height: 60px;\n  border-radius: 0px;\n}\n@media all and (-ms-high-contrast: none) {\n  .icon-with-text-shortcode.icon-text-id-4a39d5e3640264602217ee9444f89500 .text-icon .icon-inner {\n    height: 60px;\n  }\n}\n.icon-with-text-shortcode.icon-text-id-4a39d5e3640264602217ee9444f89500 .text-icon .dt-hover-icon {\n  line-height: 60px;\n}\n.icon-with-text-shortcode.icon-text-id-4a39d5e3640264602217ee9444f89500 .text-icon:before,\n.icon-with-text-shortcode.icon-text-id-4a39d5e3640264602217ee9444f89500 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double;\n}\n.icon-with-text-shortcode.icon-text-id-4a39d5e3640264602217ee9444f89500 .text-icon.dt-icon-border-dashed.dt-icon-border-on:before {\n  border-style: dashed;\n}\n.icon-with-text-shortcode.icon-text-id-4a39d5e3640264602217ee9444f89500 .text-icon.dt-icon-border-dotted.dt-icon-border-on:before {\n  border-style: dotted;\n}\n.icon-with-text-shortcode.icon-text-id-4a39d5e3640264602217ee9444f89500 .text-icon.dt-icon-border-double.dt-icon-border-on:before {\n  border-style: double;\n}\n.icon-with-text-shortcode.icon-text-id-4a39d5e3640264602217ee9444f89500 .text-icon.dt-icon-hover-border-on:after {\n  border-width: 0px;\n  border-style: solid;\n}\n.icon-with-text-shortcode.icon-text-id-4a39d5e3640264602217ee9444f89500 .text-icon.dt-icon-border-dashed.dt-icon-hover-border-on:after {\n  border-style: dashed;\n}\n.icon-with-text-shortcode.icon-text-id-4a39d5e3640264602217ee9444f89500 .text-icon.dt-icon-border-dotted.dt-icon-hover-border-on:after {\n  border-style: dotted;\n}\n.icon-with-text-shortcode.icon-text-id-4a39d5e3640264602217ee9444f89500 .text-icon.dt-icon-border-double.dt-icon-hover-border-on:after {\n  border-style: double;\n}\n.icon-with-text-shortcode.icon-text-id-4a39d5e3640264602217ee9444f89500 .text-icon.dt-icon-hover-on:hover {\n  font-size: 32px;\n}\n#page .icon-with-text-shortcode.icon-text-id-4a39d5e3640264602217ee9444f89500 .text-icon.dt-icon-hover-on:hover .soc-font-icon,\n#phantom .icon-with-text-shortcode.icon-text-id-4a39d5e3640264602217ee9444f89500 .text-icon.dt-icon-hover-on:hover .soc-font-icon,\n#page .icon-with-text-shortcode.icon-text-id-4a39d5e3640264602217ee9444f89500 .text-icon.dt-icon-hover-on:hover .soc-icon,\n#phantom .icon-with-text-shortcode.icon-text-id-4a39d5e3640264602217ee9444f89500 .text-icon.dt-icon-hover-on:hover .soc-icon {\n  color: #fff;\n  background: none;\n}\n#page .icon-with-text-shortcode.icon-text-id-4a39d5e3640264602217ee9444f89500 .text-icon.dt-icon-hover-on:not(:hover) 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none;\n}\n.icon-with-text-shortcode.icon-text-id-4a39d5e3640264602217ee9444f89500.layout-1 {\n  grid-template-columns: 60px minmax(0,1fr);\n  grid-column-gap: 20px;\n}\n.icon-with-text-shortcode.icon-text-id-4a39d5e3640264602217ee9444f89500.layout-2 {\n  grid-template-columns: minmax(0,1fr) 60px;\n  grid-column-gap: 0px;\n}\n.icon-with-text-shortcode.icon-text-id-4a39d5e3640264602217ee9444f89500.layout-2 .text-icon {\n  margin-left: 0;\n}\n.icon-with-text-shortcode.icon-text-id-4a39d5e3640264602217ee9444f89500.layout-3 {\n  grid-template-columns: 60px minmax(0,1fr);\n}\n.icon-with-text-shortcode.icon-text-id-4a39d5e3640264602217ee9444f89500.layout-3 .dt-text-title {\n  margin-left: 20px;\n}\n.icon-with-text-shortcode.icon-text-id-4a39d5e3640264602217ee9444f89500 .dt-text-title,\n.icon-with-text-shortcode.icon-text-id-4a39d5e3640264602217ee9444f89500 .dt-text-title a {\n  font-weight: bold;\n}\n.icon-with-text-shortcode.icon-text-id-4a39d5e3640264602217ee9444f89500 .dt-text-title {\n  margin-bottom: 10px;\n}\n.icon-with-text-shortcode.icon-text-id-4a39d5e3640264602217ee9444f89500 .dt-text-desc {\n  margin-bottom: 0px;\n  font-size: 15px;\n  line-height: 28px;\n}\n<\/style><div class=\"icon-with-text-shortcode  icon-text-id-4a39d5e3640264602217ee9444f89500 layout-1  vc_custom_1572796644950 \" ><span   class=\"text-icon dt-icon-bg-on dt-icon-hover-off\" ><span class=\"icon-inner\"><i class=\"dt-regular-icon soc-icon fas fa-swatchbook\"><\/i><i class=\"dt-hover-icon soc-icon fas fa-swatchbook\"><\/i><\/span><\/span><h4 class=\"dt-text-title\"  >Proin molestie vestibulum sem<\/h4><div class=\"dt-text-desc\">Proin molestie vestibulum sem quis ornare. Suspendisse lectus nulla! Lorem ipsum dolor sit amet, consectetur adipiscing elit. Cras aliquet dolor sed ex laoreet, vel molestie quam gravida. Proin molestie vestibusse lectus nulla!<\/div><\/div>[\/vc_column][vc_column width=&#8221;1\/2&#8243; css=&#8221;.vc_custom_1572893381514{padding-bottom: 50px !important;}&#8221;]<div id=\"ultimate-heading-852269e74db8e4789\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-852269e74db8e4789 uvc-3127  uvc-heading-default-font-sizes\" data-hspacer=\"no_spacer\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-852269e74db8e4789 h3'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h3 style=\"font-weight:bold;margin-bottom:30px;\">Project Video<\/h3><\/div><\/div>[vc_video][\/vc_column][vc_column]<div id=\"ultimate-heading-463369e74db8e47e9\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-463369e74db8e47e9 uvc-1735  uvc-heading-default-font-sizes\" data-hspacer=\"no_spacer\"  data-halign=\"center\" style=\"text-align:center\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-463369e74db8e47e9 h3'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h3 style=\"--font-weight:theme;\">Publications<\/h3><\/div><\/div><div class=\"standard-arrow list-divider bullet-top\"><ul>\n<li>Your list<\/li>\n<li>goes<\/li>\n<li>here!<\/li>\n<\/ul>\n<\/div>[\/vc_column][vc_column][\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>[vc_row equal_height=&#8221;yes&#8221; content_placement=&#8221;top&#8221; type=&#8221;vc_default&#8221; css=&#8221;.vc_custom_1584702595643{padding-bottom: 20px !important;}&#8221;][vc_column width=&#8221;1\/2&#8243; css=&#8221;.vc_custom_1572893353553{padding-bottom: 50px !important;}&#8221;][vc_column_text css=&#8221;.vc_custom_1584800679975{margin-bottom: 30px !important;border-left-width: 3px !important;padding-left: 20px !important;border-left-color: rgba(0,0,0,0.1) !important;border-left-style: solid !important;}&#8221;]Rajitha Udawalpola, Taisuke Masuta[\/vc_column_text][vc_column_text]The aim of this project is to implement a reliable energy monitoring system which can measure current and voltage values to calculate useful parameters in order to produce useful outcomes or&hellip;<\/p>\n","protected":false},"author":3,"featured_media":57121,"comment_status":"open","ping_status":"closed","template":"","dt_portfolio_category":[100,106,108],"dt_portfolio_tags":[],"_links":{"self":[{"href":"https:\/\/www.eng.ruh.ac.lk\/deie\/wp-json\/wp\/v2\/dt_portfolio\/57112"}],"collection":[{"href":"https:\/\/www.eng.ruh.ac.lk\/deie\/wp-json\/wp\/v2\/dt_portfolio"}],"about":[{"href":"https:\/\/www.eng.ruh.ac.lk\/deie\/wp-json\/wp\/v2\/types\/dt_portfolio"}],"author":[{"embeddable":true,"href":"https:\/\/www.eng.ruh.ac.lk\/deie\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.eng.ruh.ac.lk\/deie\/wp-json\/wp\/v2\/comments?post=57112"}],"version-history":[{"count":1,"href":"https:\/\/www.eng.ruh.ac.lk\/deie\/wp-json\/wp\/v2\/dt_portfolio\/57112\/revisions"}],"predecessor-version":[{"id":57113,"href":"https:\/\/www.eng.ruh.ac.lk\/deie\/wp-json\/wp\/v2\/dt_portfolio\/57112\/revisions\/57113"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.eng.ruh.ac.lk\/deie\/wp-json\/wp\/v2\/media\/57121"}],"wp:attachment":[{"href":"https:\/\/www.eng.ruh.ac.lk\/deie\/wp-json\/wp\/v2\/media?parent=57112"}],"wp:term":[{"taxonomy":"dt_portfolio_category","embeddable":true,"href":"https:\/\/www.eng.ruh.ac.lk\/deie\/wp-json\/wp\/v2\/dt_portfolio_category?post=57112"},{"taxonomy":"dt_portfolio_tags","embeddable":true,"href":"https:\/\/www.eng.ruh.ac.lk\/deie\/wp-json\/wp\/v2\/dt_portfolio_tags?post=57112"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}