{"id":2414,"date":"2024-03-11T10:31:05","date_gmt":"2024-03-11T17:31:05","guid":{"rendered":"https:\/\/faculty.engineering.asu.edu\/pal\/?page_id=2414"},"modified":"2025-09-18T15:29:56","modified_gmt":"2025-09-18T22:29:56","slug":"research","status":"publish","type":"page","link":"https:\/\/faculty.engineering.asu.edu\/pal\/research\/","title":{"rendered":"Research"},"content":{"rendered":"\n<h2 class=\"wp-block-heading has-text-align-center\">Ongoing Projects<\/h2>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><strong>Funding Agency<\/strong><\/td><td><strong>Project Title<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\"><strong>Link and Proposal\/Product\/Abstract Number<\/strong><\/td><\/tr><tr><td><em>DOE: Office of Energy Efficiency and Renewable Energy (<strong><a href=\"https:\/\/www.energy.gov\/eere\/office-energy-efficiency-renewable-energy\">DOE:EERE<\/a><\/strong>)<\/em><\/td><td>DASH\u2010IBR: Dynamic Assessment of System Health for IBR\u2010dominant Power Systems\u201d (U.S. Department of Energy \u2013 Solar Energy Technologies Office (SETO))<\/td><td class=\"has-text-align-left\" data-align=\"left\"><a href=\"https:\/\/asu.elsevierpure.com\/en\/projects\/dash-ibr-dynamic-assessment-of-system-health-for-ibr-dominant-pow\" data-type=\"link\" data-id=\"https:\/\/asu.elsevierpure.com\/en\/projects\/dash-ibr-dynamic-assessment-of-system-health-for-ibr-dominant-pow\">DASH-IBR<\/a><\/td><\/tr><tr><td><em><em>National Science Foundation&nbsp;<a href=\"https:\/\/www.nsf.gov\/index.jsp\"><strong>(NSF)<\/strong><\/a><\/em><\/em><\/td><td>CAREER: Time-Synchronized Estimation in Power Systems: Unique Challenges and Innovative Solutions (2022 \u2013 Present)<\/td><td class=\"has-text-align-left\" data-align=\"left\"><a href=\"https:\/\/www.nsf.gov\/awardsearch\/showAward?AWD_ID=2145063&amp;HistoricalAwards=false\">#2145063<\/a><\/td><\/tr><tr><td><em><em>National Science Foundation&nbsp;<a href=\"https:\/\/www.nsf.gov\/index.jsp\"><strong>(NSF)<\/strong><\/a><\/em><\/em><\/td><td>ASCENT: Sensor-enabled Wildfire Awareness and Risk Management (WARM) for Electric Power Infrastructure (2021 \u2013 Present)<\/td><td class=\"has-text-align-left\" data-align=\"left\"><a href=\"https:\/\/www.nsf.gov\/awardsearch\/showAward?AWD_ID=2132904\">#2132904<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\">Completed Projects<\/h2>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><strong>Funding Agency<\/strong><\/td><td><strong>Project Title<\/strong><\/td><\/tr><tr><td>INDUSTRY: Domestic Company<\/td><td>Detection and Analysis of Sub Synchronous Oscillations in Power Systems with High Penetration of Inverter Based Resources<\/td><\/tr><tr><td><em>DOE: Office of Energy Efficiency and Renewable Energy (<strong><a href=\"https:\/\/www.energy.gov\/eere\/office-energy-efficiency-renewable-energy\">DOE:EERE<\/a><\/strong>)<\/em><\/td><td>Artificial Intelligence for Robust Integration of AMI and PMU Data to Significantly Boost Renewable Penetration (2021 \u2013 2025)<\/td><\/tr><tr><td><em><em>Salt River Project&nbsp;<a href=\"https:\/\/www.srpnet.com\/\"><strong>(SRP)<\/strong><\/a><\/em><\/em><\/td><td>Investigate Feasibility of Residential Fast Charging for SRP Distribution Grid (2023 &#8211; 2024)<\/td><\/tr><tr><td><em>Salt River Project&nbsp;<a href=\"https:\/\/www.srpnet.com\/\"><strong>(SRP)<\/strong><\/a><\/em><\/td><td>Identifying Worst-Case Scenarios from a Reliability Planning Perspective in Presence of Utility-Scale Storage (2022 \u2013 2024)<\/td><\/tr><tr><td><em>Salt River Project&nbsp;<a href=\"https:\/\/www.srpnet.com\/\"><strong>(SRP)<\/strong><\/a><\/em><\/td><td>Synthetic Scenario Generation Considering Different Correlations (2021 \u2013 2023)<\/td><\/tr><tr><td><em>Electric Power Research Institute&nbsp;<a href=\"https:\/\/www.epri.com\/\"><strong>(EPRI)<\/strong><\/a><\/em><\/td><td>Data-Driven Real-Time State Estimator using Machine Learning for Transmission Systems (2020 \u2013 2023)<\/td><\/tr><tr><td><em>Advanced Research Projects Agency-Energy&nbsp;<a href=\"https:\/\/arpa-e.energy.gov\/\"><strong>(ARPA-E)<\/strong><\/a><\/em><\/td><td>Sensor Enabled Modeling of Future Distribution Systems with Distributed Energy Resources (2019 \u2013 2023)<\/td><\/tr><tr><td><em>National Science Foundation&nbsp;<a href=\"https:\/\/www.nsf.gov\/index.jsp\"><strong>(NSF)<\/strong><\/a><\/em><\/td><td>Collaborative Research: High-dimensional Spatio-temporal Data Science for a Resilient Power Grid: Towards Real-time Integration of Synchrophasor Data (2019-2022)<\/td><\/tr><tr><td><em>Power Systems Engineering Research Center&nbsp;<a href=\"https:\/\/pserc.wisc.edu\/\">(<strong>PSERC<\/strong>)<\/a><\/em><\/td><td>Machine Learning Approaches for Real-time Integration of Synchrophasor Data (2019-2021)<\/td><\/tr><tr><td><em><em>Power Systems Engineering Research Center&nbsp;<a href=\"https:\/\/pserc.wisc.edu\/\">(<strong>PSERC<\/strong>)<\/a><\/em><\/em><\/td><td>Harnessing the Power of Artificial Intelligence (AI) for Transmission &amp; Distribution Operations (2019-2021)<\/td><\/tr><tr><td><em>U.S. Department of Energy&nbsp;<strong>(SunShot)<\/strong><\/em><\/td><td>Coupled Social and Infrastructure Approaches for Enhancing Solar Energy Adoption (2016 \u2013 2020)<\/td><\/tr><tr><td><em>Salt River Project&nbsp;<strong>(SRP)<\/strong><\/em><\/td><td>A Systematic Approach to using Power Systems Signatures for Uniquely Identifying Failing Assets (2019 \u2013 2020)<\/td><\/tr><tr><td><em>Salt River Project&nbsp;<strong>(SRP)<\/strong><\/em><\/td><td>Identification of Utility-Scale Renewable Penetration Threshold for SRP in a Dynamic Setting (2019 \u2013 2020)<\/td><\/tr><tr><td><em>Salt River Project&nbsp;<strong>(SRP)<\/strong><\/em><\/td><td>Designing a Robust Voltage Support System (VSS) for SRP Transmission System (2018 \u2013 2019)<\/td><\/tr><tr><td><em>Salt River Project&nbsp;<strong>(SRP)<\/strong><\/em><\/td><td>Identifying Unique Power System Signatures for Determining Vulnerability of Critical Power System Assets (2018 \u2013 2019)<\/td><\/tr><tr><td><em>Salt River Project&nbsp;<strong>(SRP)<\/strong><\/em><\/td><td>Three-phase Line Parameter Estimation for the Bulk Power System of SRP using PMUs (2018 \u2013 2019)<\/td><\/tr><tr><td><em>Power Systems Engineering Research Center&nbsp;(<strong>PSERC<\/strong>)<\/em><\/td><td>Synchrophasor-Data Analytics for a More Resilient Electric Power System (2017 \u2013 2019)<\/td><\/tr><tr><td><em>Salt River Project&nbsp;<strong>(SRP)<\/strong><\/em><\/td><td>Development of a Precise Line Impedance Estimation Tool for Transmission Lines Using Synchrophasor Measurements (2017 \u2013 2018)<\/td><\/tr><tr><td><em>Salt River Project&nbsp;<strong>(SRP)<\/strong><\/em><\/td><td>PMU-based Online Monitoring of Critical Power System Assets (2017 \u2013 2018)<\/td><\/tr><tr><td><em>Salt River Project&nbsp;<strong>(SRP)<\/strong><\/em><\/td><td>Relevant Transmission Reliability Metrics for SRP System (2017 \u2013 2018)<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\"><strong>Research Partners<\/strong><\/h2>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"525\" height=\"180\" src=\"https:\/\/faculty.engineering.asu.edu\/pal\/wp-content\/uploads\/sites\/178\/sites\/178\/2018\/11\/ARPA-E_Strategic-logo.jpg\" alt=\"\" class=\"wp-image-538\" srcset=\"https:\/\/faculty.engineering.asu.edu\/pal\/wp-content\/uploads\/sites\/178\/2018\/11\/ARPA-E_Strategic-logo.jpg 525w, https:\/\/faculty.engineering.asu.edu\/pal\/wp-content\/uploads\/sites\/178\/2018\/11\/ARPA-E_Strategic-logo-500x171.jpg 500w\" sizes=\"auto, (max-width: 525px) 100vw, 525px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"862\" height=\"210\" src=\"https:\/\/faculty.engineering.asu.edu\/pal\/wp-content\/uploads\/sites\/178\/sites\/178\/2021\/12\/SETO.jpg\" alt=\"\" class=\"wp-image-2055\" srcset=\"https:\/\/faculty.engineering.asu.edu\/pal\/wp-content\/uploads\/sites\/178\/2021\/12\/SETO.jpg 862w, https:\/\/faculty.engineering.asu.edu\/pal\/wp-content\/uploads\/sites\/178\/2021\/12\/SETO-500x122.jpg 500w\" sizes=\"auto, (max-width: 862px) 100vw, 862px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"174\" src=\"https:\/\/faculty.engineering.asu.edu\/pal\/wp-content\/uploads\/sites\/178\/sites\/178\/2017\/05\/sunshot_color_h11.jpg\" alt=\"\" class=\"wp-image-390\" srcset=\"https:\/\/faculty.engineering.asu.edu\/pal\/wp-content\/uploads\/sites\/178\/2017\/05\/sunshot_color_h11.jpg 600w, https:\/\/faculty.engineering.asu.edu\/pal\/wp-content\/uploads\/sites\/178\/2017\/05\/sunshot_color_h11-500x145.jpg 500w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading has-text-align-center\">Advanced Research Projects Agency- Energy<\/h3>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading has-text-align-center\">U.S. Department of Energy: Solar Energy Technologies Office<\/h3>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading has-text-align-center\">U.S. Department of Energy: SunShot Initiative<\/h3>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"505\" height=\"100\" src=\"https:\/\/faculty.engineering.asu.edu\/pal\/wp-content\/uploads\/sites\/178\/sites\/178\/2020\/10\/EPRI.jpg\" alt=\"\" class=\"wp-image-900\" srcset=\"https:\/\/faculty.engineering.asu.edu\/pal\/wp-content\/uploads\/sites\/178\/2020\/10\/EPRI.jpg 505w, https:\/\/faculty.engineering.asu.edu\/pal\/wp-content\/uploads\/sites\/178\/2020\/10\/EPRI-500x99.jpg 500w\" sizes=\"auto, (max-width: 505px) 100vw, 505px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1500\" height=\"938\" src=\"https:\/\/faculty.engineering.asu.edu\/pal\/wp-content\/uploads\/sites\/178\/sites\/178\/2019\/09\/National-Science_Foundation-hero-1500x938.jpg\" alt=\"\" class=\"wp-image-616\" srcset=\"https:\/\/faculty.engineering.asu.edu\/pal\/wp-content\/uploads\/sites\/178\/2019\/09\/National-Science_Foundation-hero-1500x938.jpg 1500w, https:\/\/faculty.engineering.asu.edu\/pal\/wp-content\/uploads\/sites\/178\/2019\/09\/National-Science_Foundation-hero-500x313.jpg 500w, https:\/\/faculty.engineering.asu.edu\/pal\/wp-content\/uploads\/sites\/178\/2019\/09\/National-Science_Foundation-hero-1000x625.jpg 1000w, https:\/\/faculty.engineering.asu.edu\/pal\/wp-content\/uploads\/sites\/178\/2019\/09\/National-Science_Foundation-hero-1536x960.jpg 1536w, https:\/\/faculty.engineering.asu.edu\/pal\/wp-content\/uploads\/sites\/178\/2019\/09\/National-Science_Foundation-hero.jpg 1800w\" sizes=\"auto, (max-width: 1500px) 100vw, 1500px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"122\" height=\"122\" src=\"https:\/\/faculty.engineering.asu.edu\/pal\/wp-content\/uploads\/sites\/178\/2017\/05\/pserc_logo.png\" alt=\"\" class=\"wp-image-192\" style=\"width:220px;height:auto\"\/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading has-text-align-center\">Electric Power Research Institute<\/h3>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading has-text-align-center\">National Science&nbsp;Foundation<\/h3>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading has-text-align-center\">Power Systems Engineering Research Center<\/h3>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"174\" data-id=\"191\" src=\"https:\/\/faculty.engineering.asu.edu\/pal\/wp-content\/uploads\/sites\/178\/2017\/05\/SRPLogo-1.jpg\" alt=\"\" class=\"wp-image-191\" srcset=\"https:\/\/faculty.engineering.asu.edu\/pal\/wp-content\/uploads\/sites\/178\/2017\/05\/SRPLogo-1.jpg 600w, https:\/\/faculty.engineering.asu.edu\/pal\/wp-content\/uploads\/sites\/178\/2017\/05\/SRPLogo-1-500x145.jpg 500w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure>\n<\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading has-text-align-center\">Salt River Project<\/h3>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p class=\"mb-2\">Ongoing Projects Funding Agency Project Title Link and Proposal\/Product\/Abstract Number DOE: Office of Energy Efficiency and Renewable Energy (DOE:EERE) DASH\u2010IBR: Dynamic Assessment of System Health for IBR\u2010dominant Power Systems\u201d (U.S. Department of Energy \u2013 Solar Energy Technologies Office (SETO)) DASH-IBR National Science Foundation&nbsp;(NSF) CAREER: Time-Synchronized Estimation in Power Systems: Unique Challenges and Innovative Solutions (2022&#8230;<\/p>\n","protected":false},"author":338,"featured_media":0,"parent":0,"menu_order":8,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-2414","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/faculty.engineering.asu.edu\/pal\/wp-json\/wp\/v2\/pages\/2414","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/faculty.engineering.asu.edu\/pal\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/faculty.engineering.asu.edu\/pal\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/faculty.engineering.asu.edu\/pal\/wp-json\/wp\/v2\/users\/338"}],"replies":[{"embeddable":true,"href":"https:\/\/faculty.engineering.asu.edu\/pal\/wp-json\/wp\/v2\/comments?post=2414"}],"version-history":[{"count":0,"href":"https:\/\/faculty.engineering.asu.edu\/pal\/wp-json\/wp\/v2\/pages\/2414\/revisions"}],"wp:attachment":[{"href":"https:\/\/faculty.engineering.asu.edu\/pal\/wp-json\/wp\/v2\/media?parent=2414"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}