{"id":1030,"date":"2026-06-16T23:03:40","date_gmt":"2026-06-16T23:03:40","guid":{"rendered":"https:\/\/www.smreza.com\/profile\/?p=1030"},"modified":"2026-06-16T23:08:29","modified_gmt":"2026-06-16T23:08:29","slug":"energy-electricity-market-ai-ml-forecasting","status":"publish","type":"post","link":"https:\/\/www.smreza.com\/profile\/projects\/energy-electricity-market-ai-ml-forecasting\/","title":{"rendered":"Energy, Electricity Market &amp; AI\/ML Forecasting"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">This project focuses on applying AI and machine learning techniques to analyze and forecast energy demand, electricity prices, and market trends. It aims to support smart grid optimization, improve energy efficiency, and enable data-driven decision-making in modern power systems.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img fetchpriority=\"high\" decoding=\"async\" width=\"780\" height=\"415\" src=\"https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/06\/electric-load-forecasting.png\" alt=\"electric load forecasting\" class=\"wp-image-965\" style=\"width:517px;height:auto\" srcset=\"https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/06\/electric-load-forecasting.png 780w, https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/06\/electric-load-forecasting-300x160.png 300w, https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/06\/electric-load-forecasting-768x409.png 768w\" sizes=\"(max-width: 780px) 100vw, 780px\" \/><figcaption class=\"wp-element-caption\">electric load forecasting<\/figcaption><\/figure>\n\n\n        <div class=\"rttpg-block-postgrid rttpg-block-wrapper rttpg-block-61792c tpg-filter-type-dropdown meta-visibility-show section-title-style-style1 img_hover_animation_default title-default title_position_default title_hover_border_default meta_position_default tpg-is-author-icon-default author-image-visibility-icon tpg-category-position-default readmore-btn-default-style grid-hover-overlay-type-always grid-hover-overlay-height-default hover-overlay-height-default tpg-title-border-default filter-nex-prev-btn-visible tpg-cat-style1 slider-scroll-hide act-label-style-inline\">\n            <div class=\"rt-container-fluid rt-tpg-container tpg-el-main-wrapper tpg-gutenberg clearfix grid-layout1-main\"\n                 id=\"rt-tpg-container-2386929302\"\n                 data-layout=\"grid-layout1\"\n                 data-grid-style=\"tpg-even\" data-sc-id=\"elementor\"\n                 data-el-settings=''\n                 data-el-query=''\n                 data-el-path=''>\n\t\t\t\t                <div class='tpg-header-wrapper '>\n\t\t\t\t\t\n\t\t<div class=\"tpg-widget-heading-wrapper rt-clear heading-style1 \">\n\t\t\t<span class=\"tpg-widget-heading-line line-left\"><\/span>\n\t\t\t<h2 class='tpg-widget-heading'>\n\t\t\t\t\t\t<a href=\"#\"  >\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<span>\n\t\t\t\t\t\tRecent News on this projects\t\t\t\t\t<\/span>\n\t\t\t\t\t\n\t\t\t\t\t\t\t<\/a>\n\n\t\t\t\t\t<\/h2>\t\t\t<span class=\"tpg-widget-heading-line line-right\"><\/span>\n\n\t\t\t\n\t\t<\/div>\n\n\t\t\n\t\t                <\/div>\n\n                <div class=\"rt-row rt-content-loader gutenberg-inner grid-layout1 grid-behaviour tpg-even grid_layout_wrapper\">\n\t\t\t\t\t\n<div class=\"rt-col-md-4 rt-col-sm-6 rt-col-xs-12 default rt-grid-item post-984 post type-post status-publish format-standard has-post-thumbnail hentry category-electricity-market category-highlights category-machine-learning category-news category-publications tag-journal tag-news tag-publications tag-undergraduate-research\"        data-id=\"984\">\n    <div class=\"rt-holder tpg-post-holder \">\n        <div class=\"rt-detail rt-el-content-wrapper\">\n\t\t\t                <div class=\"rt-img-holder tpg-el-image-wrap has-thumbnail\">\n\t\t\t\t\t<a data-id=\"984\" href=\"https:\/\/www.smreza.com\/profile\/news\/publications\/new-publication-in-ieee-data-descriptions-journal\/\" class=\"tpg-post-link\" target=\"_self\">\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/06\/Global-Electricity-Market-Load-Forecasting-Paper-768x258.png\"\n\t\t\t\t\t\t\t class=\"rt-img-responsive\"\n\t\t\t\t\t\t\t width=\"768\"\n\t\t\t\t\t\t\t height=\"258\"\n\t\t\t\t\t\t\t alt=\"Global Electricity Market Load Forecasting Paper\">\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\n\t\t<\/a>\n\t\t\t\t<div class=\"overlay grid-hover-content\"><\/div>\n\t\t                <\/div>\n\t\t\t\n\t\t\t<div class=\"entry-title-wrapper\"><h3 class=\"entry-title\"><a data-id=\"984\" href=\"https:\/\/www.smreza.com\/profile\/news\/publications\/new-publication-in-ieee-data-descriptions-journal\/\" class=\"tpg-post-link\" target=\"_self\">New Publication in IEEE Data Descriptions Journal<\/a><\/h3><\/div>\n\t\t\t                <div class=\"post-meta-tags rt-el-post-meta\">\n\t\t\t\t\t\t\t\t<span class=\"author \">\n\n\t\t\t\t<i class=\"fa fa-user \"><\/i><span class=\"author-prefix\">By<\/span><a href=\"https:\/\/www.smreza.com\/profile\/author\/smreza\/\">Sayed Mohsin Reza<\/a>\t\t\t<\/span>\n\t\t\t\t\t\t<span class=\"categories-links\">\n\t\t\t\t<i class=\"fas fa-folder-open \"><\/i><a class=\"electricity-market\" href=\"https:\/\/www.smreza.com\/profile\/category\/research-projects\/electricity-market\/\">Electricity Market<\/a><span class=\"rt-separator\">,<\/span><a class=\"highlights\" href=\"https:\/\/www.smreza.com\/profile\/category\/highlights\/\">Highlights<\/a><span class=\"rt-separator\">,<\/span><a class=\"machine-learning\" href=\"https:\/\/www.smreza.com\/profile\/category\/machine-learning\/\">Machine Learning<\/a><span class=\"rt-separator\">,<\/span><a class=\"news\" href=\"https:\/\/www.smreza.com\/profile\/category\/news\/\">News<\/a><span class=\"rt-separator\">,<\/span><a class=\"publications\" href=\"https:\/\/www.smreza.com\/profile\/category\/news\/publications\/\">Publications<\/a>\t\t\t<\/span>\n\t\t\t\t\t\t<span class=\"date\">\n\t\t\t\t<i class=\"far fa-calendar-alt \"><\/i>\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.smreza.com\/profile\/2026\/04\/23\/\">\n\t\t\t\t\tApril 23, 2026\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t                <\/div>\n\t\t\t\n\t\t\t                <div class=\"tpg-excerpt tpg-el-excerpt\">\n\t\t\t\t\t                        <div class=\"tpg-excerpt-inner\">\n\t\t\t\t\t\t\tDr. Sayed Reza with Dr. Habib Ullah and other collaborators has published a new paper in IEEE&#8230;                        <\/div>\n\t\t\t\t\t\t\t\t\t\t                <\/div>\n\t\t\t\t\t<div class=\"post-footer\">\n\t\t\t<div class=\"post-footer\">\n\t\t\t\t<div class=\"read-more\">\n\t\t\t\t\t<a data-id=\"984\" href=\"https:\/\/www.smreza.com\/profile\/news\/publications\/new-publication-in-ieee-data-descriptions-journal\/\" class=\"tpg-post-link\" target=\"_self\">Read More<\/a>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t        <\/div>\n    <\/div>\n<\/div>\n<div class=\"rt-col-md-4 rt-col-sm-6 rt-col-xs-12 default rt-grid-item post-967 post type-post status-publish format-standard has-post-thumbnail hentry category-biomedical-image-segmentation category-electricity-market category-machine-learning category-news category-personality-disorders category-power-distribution-fault-pattern category-quantum-ai category-research-projects category-tick-borne-pathogen-transmission-data tag-image-segmentation tag-machine-learning tag-mental-health-disorder tag-quantum-ai tag-tick-brne-pathogen-transmission tag-undergraduate-research tag-up-poster-exhibition\"        data-id=\"967\">\n    <div class=\"rt-holder tpg-post-holder \">\n        <div class=\"rt-detail rt-el-content-wrapper\">\n\t\t\t                <div class=\"rt-img-holder tpg-el-image-wrap has-thumbnail\">\n\t\t\t\t\t<a data-id=\"967\" href=\"https:\/\/www.smreza.com\/profile\/research-projects\/five-lab-students-present-research-at-penn-state-undergraduate-exhibition-2026\/\" class=\"tpg-post-link\" target=\"_self\">\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/06\/2026-UP-Poster-Exhibit-by-Students-768x250.png\"\n\t\t\t\t\t\t\t class=\"rt-img-responsive\"\n\t\t\t\t\t\t\t width=\"768\"\n\t\t\t\t\t\t\t height=\"250\"\n\t\t\t\t\t\t\t alt=\"2026 UP Poster Exhibit by Students\">\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\n\t\t<\/a>\n\t\t\t\t<div class=\"overlay grid-hover-content\"><\/div>\n\t\t                <\/div>\n\t\t\t\n\t\t\t<div class=\"entry-title-wrapper\"><h3 class=\"entry-title\"><a data-id=\"967\" href=\"https:\/\/www.smreza.com\/profile\/research-projects\/five-lab-students-present-research-at-penn-state-undergraduate-exhibition-2026\/\" class=\"tpg-post-link\" target=\"_self\">Five Lab Students Present Research at Penn State Undergraduate Exhibition 2026<\/a><\/h3><\/div>\n\t\t\t                <div class=\"post-meta-tags rt-el-post-meta\">\n\t\t\t\t\t\t\t\t<span class=\"author \">\n\n\t\t\t\t<i class=\"fa fa-user \"><\/i><span class=\"author-prefix\">By<\/span><a href=\"https:\/\/www.smreza.com\/profile\/author\/smreza\/\">Sayed Mohsin Reza<\/a>\t\t\t<\/span>\n\t\t\t\t\t\t<span class=\"categories-links\">\n\t\t\t\t<i class=\"fas fa-folder-open \"><\/i><a class=\"biomedical-image-segmentation\" href=\"https:\/\/www.smreza.com\/profile\/category\/research-projects\/biomedical-image-segmentation\/\">Biomedical Image Segmentation<\/a><span class=\"rt-separator\">,<\/span><a class=\"electricity-market\" href=\"https:\/\/www.smreza.com\/profile\/category\/research-projects\/electricity-market\/\">Electricity Market<\/a><span class=\"rt-separator\">,<\/span><a class=\"machine-learning\" href=\"https:\/\/www.smreza.com\/profile\/category\/machine-learning\/\">Machine Learning<\/a><span class=\"rt-separator\">,<\/span><a class=\"news\" href=\"https:\/\/www.smreza.com\/profile\/category\/news\/\">News<\/a><span class=\"rt-separator\">,<\/span><a class=\"personality-disorders\" href=\"https:\/\/www.smreza.com\/profile\/category\/research-projects\/personality-disorders\/\">Personality Disorders<\/a><span class=\"rt-separator\">,<\/span><a class=\"power-distribution-fault-pattern\" href=\"https:\/\/www.smreza.com\/profile\/category\/research-projects\/power-distribution-fault-pattern\/\">Power Distribution Fault Pattern<\/a><span class=\"rt-separator\">,<\/span><a class=\"quantum-ai\" href=\"https:\/\/www.smreza.com\/profile\/category\/research-projects\/quantum-ai\/\">Quantum AI<\/a><span class=\"rt-separator\">,<\/span><a class=\"research-projects\" href=\"https:\/\/www.smreza.com\/profile\/category\/research-projects\/\">Research Projects<\/a><span class=\"rt-separator\">,<\/span><a class=\"tick-borne-pathogen-transmission-data\" href=\"https:\/\/www.smreza.com\/profile\/category\/research-projects\/tick-borne-pathogen-transmission-data\/\">Tick Borne Pathogen Transmission Data<\/a>\t\t\t<\/span>\n\t\t\t\t\t\t<span class=\"date\">\n\t\t\t\t<i class=\"far fa-calendar-alt \"><\/i>\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.smreza.com\/profile\/2026\/04\/22\/\">\n\t\t\t\t\tApril 22, 2026\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t                <\/div>\n\t\t\t\n\t\t\t                <div class=\"tpg-excerpt tpg-el-excerpt\">\n\t\t\t\t\t                        <div class=\"tpg-excerpt-inner\">\n\t\t\t\t\t\t\t5 Members of the Data\u2011Driven Decision Making (D3M) Lab presented four research projects at the Penn&#8230;                        <\/div>\n\t\t\t\t\t\t\t\t\t\t                <\/div>\n\t\t\t\t\t<div class=\"post-footer\">\n\t\t\t<div class=\"post-footer\">\n\t\t\t\t<div class=\"read-more\">\n\t\t\t\t\t<a data-id=\"967\" href=\"https:\/\/www.smreza.com\/profile\/research-projects\/five-lab-students-present-research-at-penn-state-undergraduate-exhibition-2026\/\" class=\"tpg-post-link\" target=\"_self\">Read More<\/a>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t        <\/div>\n    <\/div>\n<\/div>\n<div class=\"rt-col-md-4 rt-col-sm-6 rt-col-xs-12 default rt-grid-item post-926 post type-post status-publish format-standard has-post-thumbnail hentry category-electricity-market category-machine-learning category-news category-research-projects category-thermal-imaging tag-graduate-research tag-machine-learning tag-undergraduate-research\"        data-id=\"926\">\n    <div class=\"rt-holder tpg-post-holder \">\n        <div class=\"rt-detail rt-el-content-wrapper\">\n\t\t\t                <div class=\"rt-img-holder tpg-el-image-wrap has-thumbnail\">\n\t\t\t\t\t<a data-id=\"926\" href=\"https:\/\/www.smreza.com\/profile\/research-projects\/d3m-lab-students-won-honors-at-the-2026-central-pennsylvania-engineers-week-council-awards\/\" class=\"tpg-post-link\" target=\"_self\">\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/03\/2026-02-26-20.25.12-768x432.jpg\"\n\t\t\t\t\t\t\t class=\"rt-img-responsive\"\n\t\t\t\t\t\t\t width=\"768\"\n\t\t\t\t\t\t\t height=\"432\"\n\t\t\t\t\t\t\t alt=\"D3M Lab Students Won Honors at the 2026 Central Pennsylvania Engineers Week Council Awards\">\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\n\t\t<\/a>\n\t\t\t\t<div class=\"overlay grid-hover-content\"><\/div>\n\t\t                <\/div>\n\t\t\t\n\t\t\t<div class=\"entry-title-wrapper\"><h3 class=\"entry-title\"><a data-id=\"926\" href=\"https:\/\/www.smreza.com\/profile\/research-projects\/d3m-lab-students-won-honors-at-the-2026-central-pennsylvania-engineers-week-council-awards\/\" class=\"tpg-post-link\" target=\"_self\">D3M Lab Students Won Honors at the 2026 Central Pennsylvania Engineers Week Council Awards<\/a><\/h3><\/div>\n\t\t\t                <div class=\"post-meta-tags rt-el-post-meta\">\n\t\t\t\t\t\t\t\t<span class=\"author \">\n\n\t\t\t\t<i class=\"fa fa-user \"><\/i><span class=\"author-prefix\">By<\/span><a href=\"https:\/\/www.smreza.com\/profile\/author\/smreza\/\">Sayed Mohsin Reza<\/a>\t\t\t<\/span>\n\t\t\t\t\t\t<span class=\"categories-links\">\n\t\t\t\t<i class=\"fas fa-folder-open \"><\/i><a class=\"electricity-market\" href=\"https:\/\/www.smreza.com\/profile\/category\/research-projects\/electricity-market\/\">Electricity Market<\/a><span class=\"rt-separator\">,<\/span><a class=\"machine-learning\" href=\"https:\/\/www.smreza.com\/profile\/category\/machine-learning\/\">Machine Learning<\/a><span class=\"rt-separator\">,<\/span><a class=\"news\" href=\"https:\/\/www.smreza.com\/profile\/category\/news\/\">News<\/a><span class=\"rt-separator\">,<\/span><a class=\"research-projects\" href=\"https:\/\/www.smreza.com\/profile\/category\/research-projects\/\">Research Projects<\/a><span class=\"rt-separator\">,<\/span><a class=\"thermal-imaging\" href=\"https:\/\/www.smreza.com\/profile\/category\/research-projects\/thermal-imaging\/\">Thermal Imaging<\/a>\t\t\t<\/span>\n\t\t\t\t\t\t<span class=\"date\">\n\t\t\t\t<i class=\"far fa-calendar-alt \"><\/i>\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.smreza.com\/profile\/2026\/02\/26\/\">\n\t\t\t\t\tFebruary 26, 2026\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t                <\/div>\n\t\t\t\n\t\t\t                <div class=\"tpg-excerpt tpg-el-excerpt\">\n\t\t\t\t\t                        <div class=\"tpg-excerpt-inner\">\n\t\t\t\t\t\t\tWe are thrilled to announce that two members of the Data Driven Decision Making (D3M) Lab, Sapan&#8230;                        <\/div>\n\t\t\t\t\t\t\t\t\t\t                <\/div>\n\t\t\t\t\t<div class=\"post-footer\">\n\t\t\t<div class=\"post-footer\">\n\t\t\t\t<div class=\"read-more\">\n\t\t\t\t\t<a data-id=\"926\" href=\"https:\/\/www.smreza.com\/profile\/research-projects\/d3m-lab-students-won-honors-at-the-2026-central-pennsylvania-engineers-week-council-awards\/\" class=\"tpg-post-link\" target=\"_self\">Read More<\/a>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t        <\/div>\n    <\/div>\n<\/div>\n<div class=\"rt-col-md-4 rt-col-sm-6 rt-col-xs-12 default rt-grid-item post-944 post type-post status-publish format-standard has-post-thumbnail hentry category-electricity-market category-machine-learning category-news category-research-projects tag-electricity-market tag-machine-learning tag-spring-2026 tag-undergraduate-research\"        data-id=\"944\">\n    <div class=\"rt-holder tpg-post-holder \">\n        <div class=\"rt-detail rt-el-content-wrapper\">\n\t\t\t                <div class=\"rt-img-holder tpg-el-image-wrap has-thumbnail\">\n\t\t\t\t\t<a data-id=\"944\" href=\"https:\/\/www.smreza.com\/profile\/research-projects\/lab-members-pranav-lasya-present-research-at-ncrc-2026\/\" class=\"tpg-post-link\" target=\"_self\">\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/05\/1769650153921-768x576.jpg\"\n\t\t\t\t\t\t\t class=\"rt-img-responsive\"\n\t\t\t\t\t\t\t width=\"768\"\n\t\t\t\t\t\t\t height=\"576\"\n\t\t\t\t\t\t\t alt=\"Pranav and Lasya at NCRC 2026 at Harvard\">\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\n\t\t<\/a>\n\t\t\t\t<div class=\"overlay grid-hover-content\"><\/div>\n\t\t                <\/div>\n\t\t\t\n\t\t\t<div class=\"entry-title-wrapper\"><h3 class=\"entry-title\"><a data-id=\"944\" href=\"https:\/\/www.smreza.com\/profile\/research-projects\/lab-members-pranav-lasya-present-research-at-ncrc-2026\/\" class=\"tpg-post-link\" target=\"_self\">Lab Members Pranav, Lasya Present Research at NCRC 2026<\/a><\/h3><\/div>\n\t\t\t                <div class=\"post-meta-tags rt-el-post-meta\">\n\t\t\t\t\t\t\t\t<span class=\"author \">\n\n\t\t\t\t<i class=\"fa fa-user \"><\/i><span class=\"author-prefix\">By<\/span><a href=\"https:\/\/www.smreza.com\/profile\/author\/smreza\/\">Sayed Mohsin Reza<\/a>\t\t\t<\/span>\n\t\t\t\t\t\t<span class=\"categories-links\">\n\t\t\t\t<i class=\"fas fa-folder-open \"><\/i><a class=\"electricity-market\" href=\"https:\/\/www.smreza.com\/profile\/category\/research-projects\/electricity-market\/\">Electricity Market<\/a><span class=\"rt-separator\">,<\/span><a class=\"machine-learning\" href=\"https:\/\/www.smreza.com\/profile\/category\/machine-learning\/\">Machine Learning<\/a><span class=\"rt-separator\">,<\/span><a class=\"news\" href=\"https:\/\/www.smreza.com\/profile\/category\/news\/\">News<\/a><span class=\"rt-separator\">,<\/span><a class=\"research-projects\" href=\"https:\/\/www.smreza.com\/profile\/category\/research-projects\/\">Research Projects<\/a>\t\t\t<\/span>\n\t\t\t\t\t\t<span class=\"date\">\n\t\t\t\t<i class=\"far fa-calendar-alt \"><\/i>\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.smreza.com\/profile\/2026\/01\/23\/\">\n\t\t\t\t\tJanuary 23, 2026\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t                <\/div>\n\t\t\t\n\t\t\t                <div class=\"tpg-excerpt tpg-el-excerpt\">\n\t\t\t\t\t                        <div class=\"tpg-excerpt-inner\">\n\t\t\t\t\t\t\tLab members of the Data\u2011Driven Decision Making (D3M) Lab presented research at the National&#8230;                        <\/div>\n\t\t\t\t\t\t\t\t\t\t                <\/div>\n\t\t\t\t\t<div class=\"post-footer\">\n\t\t\t<div class=\"post-footer\">\n\t\t\t\t<div class=\"read-more\">\n\t\t\t\t\t<a data-id=\"944\" href=\"https:\/\/www.smreza.com\/profile\/research-projects\/lab-members-pranav-lasya-present-research-at-ncrc-2026\/\" class=\"tpg-post-link\" target=\"_self\">Read More<\/a>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t        <\/div>\n    <\/div>\n<\/div>\n<div class=\"rt-col-md-4 rt-col-sm-6 rt-col-xs-12 default rt-grid-item post-890 post type-post status-publish format-standard has-post-thumbnail hentry category-electricity-market category-machine-learning category-news category-research-projects tag-machine-learning tag-quantum-machine-learning tag-undergraduate-research\"        data-id=\"890\">\n    <div class=\"rt-holder tpg-post-holder \">\n        <div class=\"rt-detail rt-el-content-wrapper\">\n\t\t\t                <div class=\"rt-img-holder tpg-el-image-wrap has-thumbnail\">\n\t\t\t\t\t<a data-id=\"890\" href=\"https:\/\/www.smreza.com\/profile\/research-projects\/lab-member-harsh-desai-presents-research-at-aps-mid-atlantic-section-annual-meeting-2025\/\" class=\"tpg-post-link\" target=\"_self\">\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/01\/Harsh-Presentaation1-768x576.jpg\"\n\t\t\t\t\t\t\t class=\"rt-img-responsive\"\n\t\t\t\t\t\t\t width=\"768\"\n\t\t\t\t\t\t\t height=\"576\"\n\t\t\t\t\t\t\t alt=\"Lab Member Harsh Desai Presents Research at APS Mid-Atlantic Section Annual Meeting 2025\">\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\n\t\t<\/a>\n\t\t\t\t<div class=\"overlay grid-hover-content\"><\/div>\n\t\t                <\/div>\n\t\t\t\n\t\t\t<div class=\"entry-title-wrapper\"><h3 class=\"entry-title\"><a data-id=\"890\" href=\"https:\/\/www.smreza.com\/profile\/research-projects\/lab-member-harsh-desai-presents-research-at-aps-mid-atlantic-section-annual-meeting-2025\/\" class=\"tpg-post-link\" target=\"_self\">Lab Member Harsh Desai Presents Research at APS Mid-Atlantic Section Annual Meeting 2025<\/a><\/h3><\/div>\n\t\t\t                <div class=\"post-meta-tags rt-el-post-meta\">\n\t\t\t\t\t\t\t\t<span class=\"author \">\n\n\t\t\t\t<i class=\"fa fa-user \"><\/i><span class=\"author-prefix\">By<\/span><a href=\"https:\/\/www.smreza.com\/profile\/author\/smreza\/\">Sayed Mohsin Reza<\/a>\t\t\t<\/span>\n\t\t\t\t\t\t<span class=\"categories-links\">\n\t\t\t\t<i class=\"fas fa-folder-open \"><\/i><a class=\"electricity-market\" href=\"https:\/\/www.smreza.com\/profile\/category\/research-projects\/electricity-market\/\">Electricity Market<\/a><span class=\"rt-separator\">,<\/span><a class=\"machine-learning\" href=\"https:\/\/www.smreza.com\/profile\/category\/machine-learning\/\">Machine Learning<\/a><span class=\"rt-separator\">,<\/span><a class=\"news\" href=\"https:\/\/www.smreza.com\/profile\/category\/news\/\">News<\/a><span class=\"rt-separator\">,<\/span><a class=\"research-projects\" href=\"https:\/\/www.smreza.com\/profile\/category\/research-projects\/\">Research Projects<\/a>\t\t\t<\/span>\n\t\t\t\t\t\t<span class=\"date\">\n\t\t\t\t<i class=\"far fa-calendar-alt \"><\/i>\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.smreza.com\/profile\/2025\/11\/15\/\">\n\t\t\t\t\tNovember 15, 2025\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t                <\/div>\n\t\t\t\n\t\t\t                <div class=\"tpg-excerpt tpg-el-excerpt\">\n\t\t\t\t\t                        <div class=\"tpg-excerpt-inner\">\n\t\t\t\t\t\t\tHarsh Desai, a member of the lab, recently presented his research at the APS Mid-Atlantic Section&#8230;                        <\/div>\n\t\t\t\t\t\t\t\t\t\t                <\/div>\n\t\t\t\t\t<div class=\"post-footer\">\n\t\t\t<div class=\"post-footer\">\n\t\t\t\t<div class=\"read-more\">\n\t\t\t\t\t<a data-id=\"890\" href=\"https:\/\/www.smreza.com\/profile\/research-projects\/lab-member-harsh-desai-presents-research-at-aps-mid-atlantic-section-annual-meeting-2025\/\" class=\"tpg-post-link\" target=\"_self\">Read More<\/a>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t        <\/div>\n    <\/div>\n<\/div>\n<div class=\"rt-col-md-4 rt-col-sm-6 rt-col-xs-12 default rt-grid-item post-858 post type-post status-publish format-standard has-post-thumbnail hentry category-electricity-market category-machine-learning category-news category-power-distribution-fault-pattern category-research-projects tag-graduate-research tag-machine-learning tag-pattern-mining tag-undergraduate-research\"        data-id=\"858\">\n    <div class=\"rt-holder tpg-post-holder \">\n        <div class=\"rt-detail rt-el-content-wrapper\">\n\t\t\t                <div class=\"rt-img-holder tpg-el-image-wrap has-thumbnail\">\n\t\t\t\t\t<a data-id=\"858\" href=\"https:\/\/www.smreza.com\/profile\/research-projects\/lab-member-akintaro-pranav-and-lasyapresent-at-upenn-2025-icds-poster-symposium\/\" class=\"tpg-post-link\" target=\"_self\">\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2025\/11\/Presentation-at-ICDS-768x302.png\"\n\t\t\t\t\t\t\t class=\"rt-img-responsive\"\n\t\t\t\t\t\t\t width=\"768\"\n\t\t\t\t\t\t\t height=\"302\"\n\t\t\t\t\t\t\t alt=\"Lab Member Akintaro, Pranav and Lasya Present at Penn State 2025 ICDS Poster Symposium\">\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\n\t\t<\/a>\n\t\t\t\t<div class=\"overlay grid-hover-content\"><\/div>\n\t\t                <\/div>\n\t\t\t\n\t\t\t<div class=\"entry-title-wrapper\"><h3 class=\"entry-title\"><a data-id=\"858\" href=\"https:\/\/www.smreza.com\/profile\/research-projects\/lab-member-akintaro-pranav-and-lasyapresent-at-upenn-2025-icds-poster-symposium\/\" class=\"tpg-post-link\" target=\"_self\">Lab Member Akintaro, Pranav and Lasya Present at Penn State 2025 ICDS Poster Symposium<\/a><\/h3><\/div>\n\t\t\t                <div class=\"post-meta-tags rt-el-post-meta\">\n\t\t\t\t\t\t\t\t<span class=\"author \">\n\n\t\t\t\t<i class=\"fa fa-user \"><\/i><span class=\"author-prefix\">By<\/span><a href=\"https:\/\/www.smreza.com\/profile\/author\/smreza\/\">Sayed Mohsin Reza<\/a>\t\t\t<\/span>\n\t\t\t\t\t\t<span class=\"categories-links\">\n\t\t\t\t<i class=\"fas fa-folder-open \"><\/i><a class=\"electricity-market\" href=\"https:\/\/www.smreza.com\/profile\/category\/research-projects\/electricity-market\/\">Electricity Market<\/a><span class=\"rt-separator\">,<\/span><a class=\"machine-learning\" href=\"https:\/\/www.smreza.com\/profile\/category\/machine-learning\/\">Machine Learning<\/a><span class=\"rt-separator\">,<\/span><a class=\"news\" href=\"https:\/\/www.smreza.com\/profile\/category\/news\/\">News<\/a><span class=\"rt-separator\">,<\/span><a class=\"power-distribution-fault-pattern\" href=\"https:\/\/www.smreza.com\/profile\/category\/research-projects\/power-distribution-fault-pattern\/\">Power Distribution Fault Pattern<\/a><span class=\"rt-separator\">,<\/span><a class=\"research-projects\" href=\"https:\/\/www.smreza.com\/profile\/category\/research-projects\/\">Research Projects<\/a>\t\t\t<\/span>\n\t\t\t\t\t\t<span class=\"date\">\n\t\t\t\t<i class=\"far fa-calendar-alt \"><\/i>\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.smreza.com\/profile\/2025\/11\/05\/\">\n\t\t\t\t\tNovember 5, 2025\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t                <\/div>\n\t\t\t\n\t\t\t                <div class=\"tpg-excerpt tpg-el-excerpt\">\n\t\t\t\t\t                        <div class=\"tpg-excerpt-inner\">\n\t\t\t\t\t\t\tThree Lab members recently showcased their research at 2025 ICDS Poster Symposium. 1. Enhancing&#8230;                        <\/div>\n\t\t\t\t\t\t\t\t\t\t                <\/div>\n\t\t\t\t\t<div class=\"post-footer\">\n\t\t\t<div class=\"post-footer\">\n\t\t\t\t<div class=\"read-more\">\n\t\t\t\t\t<a data-id=\"858\" href=\"https:\/\/www.smreza.com\/profile\/research-projects\/lab-member-akintaro-pranav-and-lasyapresent-at-upenn-2025-icds-poster-symposium\/\" class=\"tpg-post-link\" target=\"_self\">Read More<\/a>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t        <\/div>\n    <\/div>\n<\/div>\n<div class=\"rt-col-md-4 rt-col-sm-6 rt-col-xs-12 default rt-grid-item post-827 post type-post status-publish format-standard has-post-thumbnail hentry category-electricity-market category-highlights category-machine-learning category-news category-publications tag-lasya tag-news tag-pranav tag-undergraduate-research\"        data-id=\"827\">\n    <div class=\"rt-holder tpg-post-holder \">\n        <div class=\"rt-detail rt-el-content-wrapper\">\n\t\t\t                <div class=\"rt-img-holder tpg-el-image-wrap has-thumbnail\">\n\t\t\t\t\t<a data-id=\"827\" href=\"https:\/\/www.smreza.com\/profile\/news\/publications\/new-publication-at-ieee-data-descriptions-journal\/\" class=\"tpg-post-link\" target=\"_self\">\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2025\/09\/unielecprice_paper-768x329.png\"\n\t\t\t\t\t\t\t class=\"rt-img-responsive\"\n\t\t\t\t\t\t\t width=\"768\"\n\t\t\t\t\t\t\t height=\"329\"\n\t\t\t\t\t\t\t alt=\"unielecprice_paper\">\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\n\t\t<\/a>\n\t\t\t\t<div class=\"overlay grid-hover-content\"><\/div>\n\t\t                <\/div>\n\t\t\t\n\t\t\t<div class=\"entry-title-wrapper\"><h3 class=\"entry-title\"><a data-id=\"827\" href=\"https:\/\/www.smreza.com\/profile\/news\/publications\/new-publication-at-ieee-data-descriptions-journal\/\" class=\"tpg-post-link\" target=\"_self\">New Publication at IEEE Data Descriptions Journal<\/a><\/h3><\/div>\n\t\t\t                <div class=\"post-meta-tags rt-el-post-meta\">\n\t\t\t\t\t\t\t\t<span class=\"author \">\n\n\t\t\t\t<i class=\"fa fa-user \"><\/i><span class=\"author-prefix\">By<\/span><a href=\"https:\/\/www.smreza.com\/profile\/author\/smreza\/\">Sayed Mohsin Reza<\/a>\t\t\t<\/span>\n\t\t\t\t\t\t<span class=\"categories-links\">\n\t\t\t\t<i class=\"fas fa-folder-open \"><\/i><a class=\"electricity-market\" href=\"https:\/\/www.smreza.com\/profile\/category\/research-projects\/electricity-market\/\">Electricity Market<\/a><span class=\"rt-separator\">,<\/span><a class=\"highlights\" href=\"https:\/\/www.smreza.com\/profile\/category\/highlights\/\">Highlights<\/a><span class=\"rt-separator\">,<\/span><a class=\"machine-learning\" href=\"https:\/\/www.smreza.com\/profile\/category\/machine-learning\/\">Machine Learning<\/a><span class=\"rt-separator\">,<\/span><a class=\"news\" href=\"https:\/\/www.smreza.com\/profile\/category\/news\/\">News<\/a><span class=\"rt-separator\">,<\/span><a class=\"publications\" href=\"https:\/\/www.smreza.com\/profile\/category\/news\/publications\/\">Publications<\/a>\t\t\t<\/span>\n\t\t\t\t\t\t<span class=\"date\">\n\t\t\t\t<i class=\"far fa-calendar-alt \"><\/i>\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.smreza.com\/profile\/2025\/09\/21\/\">\n\t\t\t\t\tSeptember 21, 2025\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t                <\/div>\n\t\t\t\n\t\t\t                <div class=\"tpg-excerpt tpg-el-excerpt\">\n\t\t\t\t\t                        <div class=\"tpg-excerpt-inner\">\n\t\t\t\t\t\t\tWe are excited to announce that our latest work, &#8220;Descriptor: Unified Cross-Regional&#8230;                        <\/div>\n\t\t\t\t\t\t\t\t\t\t                <\/div>\n\t\t\t\t\t<div class=\"post-footer\">\n\t\t\t<div class=\"post-footer\">\n\t\t\t\t<div class=\"read-more\">\n\t\t\t\t\t<a data-id=\"827\" href=\"https:\/\/www.smreza.com\/profile\/news\/publications\/new-publication-at-ieee-data-descriptions-journal\/\" class=\"tpg-post-link\" target=\"_self\">Read More<\/a>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t        <\/div>\n    <\/div>\n<\/div>                <\/div>\n\n\t\t\t\t\n            <\/div>\n        <\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>This project focuses on applying AI and machine learning techniques to analyze and forecast energy demand, electricity prices, and market trends. It aims to support smart grid optimization, improve energy efficiency, and enable data-driven decision-making in modern power systems.<\/p>\n","protected":false},"author":1,"featured_media":965,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[105],"tags":[],"class_list":["post-1030","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-projects"],"rttpg_featured_image_url":{"full":["https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/06\/electric-load-forecasting.png",780,415,false],"landscape":["https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/06\/electric-load-forecasting.png",780,415,false],"portraits":["https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/06\/electric-load-forecasting.png",780,415,false],"thumbnail":["https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/06\/electric-load-forecasting-150x150.png",150,150,true],"medium":["https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/06\/electric-load-forecasting-300x160.png",300,160,true],"large":["https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/06\/electric-load-forecasting.png",780,415,false],"1536x1536":["https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/06\/electric-load-forecasting.png",780,415,false],"2048x2048":["https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/06\/electric-load-forecasting.png",780,415,false]},"rttpg_author":{"display_name":"Sayed Mohsin Reza","author_link":"https:\/\/www.smreza.com\/profile\/author\/smreza\/"},"rttpg_comment":0,"rttpg_category":"<a href=\"https:\/\/www.smreza.com\/profile\/category\/projects\/\" rel=\"category tag\">Projects<\/a>","rttpg_excerpt":"This project focuses on applying AI and machine learning techniques to analyze and forecast energy demand, electricity prices, and market trends. It aims to support smart grid optimization, improve energy efficiency, and enable data-driven decision-making in modern power systems.","_links":{"self":[{"href":"https:\/\/www.smreza.com\/profile\/wp-json\/wp\/v2\/posts\/1030","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.smreza.com\/profile\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.smreza.com\/profile\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.smreza.com\/profile\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.smreza.com\/profile\/wp-json\/wp\/v2\/comments?post=1030"}],"version-history":[{"count":2,"href":"https:\/\/www.smreza.com\/profile\/wp-json\/wp\/v2\/posts\/1030\/revisions"}],"predecessor-version":[{"id":1032,"href":"https:\/\/www.smreza.com\/profile\/wp-json\/wp\/v2\/posts\/1030\/revisions\/1032"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.smreza.com\/profile\/wp-json\/wp\/v2\/media\/965"}],"wp:attachment":[{"href":"https:\/\/www.smreza.com\/profile\/wp-json\/wp\/v2\/media?parent=1030"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.smreza.com\/profile\/wp-json\/wp\/v2\/categories?post=1030"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.smreza.com\/profile\/wp-json\/wp\/v2\/tags?post=1030"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}