{"id":408,"date":"2019-10-31T00:20:10","date_gmt":"2019-10-31T00:20:10","guid":{"rendered":"https:\/\/gpiq02dev.pnl.gov\/doc\/?page_id=408"},"modified":"2025-07-29T23:36:45","modified_gmt":"2025-07-29T23:36:45","slug":"publications","status":"publish","type":"page","link":"https:\/\/gridpiq.pnnl.gov\/v2-beta\/doc\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">Citing GridPIQ<\/h2>\n\n\n\n<p>You are welcome to use the Grid Project Impacts Quantification tool for your academic research and for commercial uses. We ask that you acknowledge your use of GridPIQ and mention the Pacific Northwest National Laboratory (PNNL), which develops the software, and the U.S. Department of Energy (DOE), which directs PNNL&#8217;s work.  Depending on your publication formatting guidelines, you might use a citation like this:<\/p>\n\n\n\n<p>Grid Project Impacts Quantification (GridPIQ).  Pacific Northwest National Laboratory. Richland, WA.  Accessed January 1, 2019. https:\/\/gridpiq.pnnl.gov<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Webinar<\/h2>\n\n\n\n<p>To watch a webinar on GridPIQ, please go <a href=\"https:\/\/www.cleanegroup.org\/webinar\/exploring-the-outcomes-of-new-grid-projects-on-the-power-system-pnnls-gridpiq-tool\/\">here<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Publications<\/h2>\n\n\n\n<p>GridPIQ has been utilized to perform research that has led to several publications, available via the links below. In addition, several papers have been published on the MCOR tool, which is used for the resilience impact.<strong> NOTE:<\/strong> if you do not have access to IEEE Xplore, please contact the <a href=\"mailto:gpiq@pnnl.gov\">GridPIQ team<\/a>.<\/p>\n\n\n\n<p><strong>2022 Publication in the International Marine Energy Journal<\/strong> <br><a href=\"https:\/\/marineenergyjournal.org\/imej\/article\/view\/120\/61\" data-type=\"link\" data-id=\"https:\/\/marineenergyjournal.org\/imej\/article\/view\/120\/61\" target=\"_blank\" rel=\"noreferrer noopener\">Evaluating the Resilience Benefits of Marine Energy in Microgrids<\/a><\/p>\n\n\n\n<p><strong>2020 Publication in Renewable Energy<\/strong> <br><a href=\"https:\/\/doi.org\/10.1016\/j.renene.2020.08.074\" data-type=\"link\" data-id=\"https:\/\/doi.org\/10.1016\/j.renene.2020.08.074\" target=\"_blank\" rel=\"noreferrer noopener\">A Comparison of PV Resource Modeling for Sizing Microgrid Components<\/a><\/p>\n\n\n\n<p><strong>2018 IEEE Power and Energy Society General Meeting<\/strong><br><a href=\"https:\/\/ieeexplore.ieee.org\/document\/8585828\">Sensitivity of Emissions Estimation to Generation Dispatch Ordering In GridPIQ<\/a><\/p>\n\n\n\n<p><strong>2018 IEEE Conference on Technologies for Sustainability (SusTech)<\/strong><br><a href=\"https:\/\/ieeexplore.ieee.org\/document\/8671328\"> A Comparative Analysis of GridPIQ&#8217;s Fossil Fuel Dispatch Algorithm<\/a><\/p>\n\n\n\n<p><strong>2018 IEEE International Conference on Probabalistic Methods Applied to Power Systems (PMAPS)<\/strong><br><a href=\"https:\/\/ieeexplore.ieee.org\/document\/8440564\">Limited-knowledge economic dispatch prediction using Bayesian averaging of single-node models<\/a><\/p>\n\n\n\n<p><strong>2017 IEEE Conference on Technologies for Sustainability (SusTech)<\/strong><br><a href=\"https:\/\/ieeexplore.ieee.org\/document\/8333503\">The Emissions Impacts of Varied Energy Storage Operational Objectives Across Regions<\/a><br><a href=\"https:\/\/ieeexplore.ieee.org\/document\/8333482\/\">Investigating Time-Varying Drivers of Grid Project Emissions Impacts<\/a> <br><a href=\"https:\/\/ieeexplore.ieee.org\/document\/8333505\/\">Estimating the Impacts of Direct Load Control Programs Using GridPIQ, a Web-Based Screening Tool<\/a><\/p>\n\n\n\n<p><strong>2017 IEEE Power and Energy Society General Meeting<\/strong><br><a href=\"https:\/\/ieeexplore.ieee.org\/document\/8274550\/\">The Varied Impacts of Energy Storage and Photovoltaics on Fossil Fuel Emissions<\/a><\/p>\n\n\n\n<p><strong>2016 IEEE Power and Energy Society General Meeting<\/strong><br><a rel=\"noreferrer noopener\" href=\"http:\/\/ieeexplore.ieee.org\/document\/7741364\/\" target=\"_blank\">Quantifying the Emissions Impacts of Smart Grid Projects with a Publically Available Web Calculator <\/a><\/p>\n\n\n\n<p>Note: Because the first impacts reported by this tool were CO<sub>2<\/sub>, SO<sub>2<\/sub> and NO<sub>x<\/sub>, early GridPIQ publications refer to an &#8220;Emissions Quantification Tool (EQT).&#8221;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Citing GridPIQ You are welcome to use the Grid Project Impacts Quantification tool for your academic research and for commercial uses. We ask that you acknowledge your use of GridPIQ and mention the Pacific Northwest National Laboratory (PNNL), which develops the software, and the U.S. Department of Energy (DOE), which directs PNNL&#8217;s work. Depending on &hellip; <a href=\"https:\/\/gridpiq.pnnl.gov\/v2-beta\/doc\/publications\/\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">Publications<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":5,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"tags":[],"class_list":["post-408","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/gridpiq.pnnl.gov\/v2-beta\/doc\/wp-json\/wp\/v2\/pages\/408"}],"collection":[{"href":"https:\/\/gridpiq.pnnl.gov\/v2-beta\/doc\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/gridpiq.pnnl.gov\/v2-beta\/doc\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/gridpiq.pnnl.gov\/v2-beta\/doc\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/gridpiq.pnnl.gov\/v2-beta\/doc\/wp-json\/wp\/v2\/comments?post=408"}],"version-history":[{"count":3,"href":"https:\/\/gridpiq.pnnl.gov\/v2-beta\/doc\/wp-json\/wp\/v2\/pages\/408\/revisions"}],"predecessor-version":[{"id":546,"href":"https:\/\/gridpiq.pnnl.gov\/v2-beta\/doc\/wp-json\/wp\/v2\/pages\/408\/revisions\/546"}],"wp:attachment":[{"href":"https:\/\/gridpiq.pnnl.gov\/v2-beta\/doc\/wp-json\/wp\/v2\/media?parent=408"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gridpiq.pnnl.gov\/v2-beta\/doc\/wp-json\/wp\/v2\/tags?post=408"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}