{"id":9059,"date":"2025-08-29T13:31:23","date_gmt":"2025-08-29T05:31:23","guid":{"rendered":"https:\/\/ascendas-asia.com\/?page_id=9059"},"modified":"2025-08-29T13:31:59","modified_gmt":"2025-08-29T05:31:59","slug":"sandia-national-laboratories-simulates-hawaii-microgrid-and-photovoltaic-systems","status":"publish","type":"page","link":"https:\/\/ascendas-asia.com\/vi\/customer-stories\/sandia-national-laboratories-simulates-hawaii-microgrid-and-photovoltaic-systems\/","title":{"rendered":"Sandia National Laboratories Simulates Hawaii Microgrid and Photovoltaic Systems"},"content":{"rendered":"<h1 style=\"font-weight: bold; text-align: center;\">Sandia National Laboratories Simulates Hawaii Microgrid and Photovoltaic Systems<\/h1>\n<table style=\"width: 100%; border-collapse: collapse; table-layout: fixed; border: 1px solid #99acc2; height: 1379.08px;\">\n<tbody>\n<tr style=\"height: 1379.08px;\">\n<td style=\"width: 39.6308%; padding: 4px; border-width: 0px; border-style: hidden; vertical-align: top; height: 1379.08px;\">\n<blockquote>\n<div>\n<div>\n<div>\n<figure>\n<blockquote>\n<p>\u201cMATLAB, Simulink, and Simscape Electrical enable mechanical, power, and controls engineers to work together using the same tools, which helps in a multidisciplinary environment like ours.\u201d<\/p>\n<\/blockquote><figcaption><span>&nbsp;<\/span><cite>Ben Schenkman, Sandia National Laboratories<br \/><\/cite><\/figcaption><\/figure>\n<\/div>\n<\/div>\n<\/div>\n<p>&nbsp;<\/p>\n<p style=\"font-weight: bold;\">Challenge<\/p>\n<div>\n<div style=\"line-height: 1.75;\">Evaluate the battery capacity and control systems required for reliable operation of a new solar power generation facility<\/div>\n<div>&nbsp;<\/div>\n<\/div>\n<p style=\"font-weight: bold;\">Solution<\/p>\n<div>\n<div>\n<p style=\"line-height: 1.75;\">Use Simulink and Simscape Electrical to model and simulate microgrid distribution systems with photovoltaic sources<\/p>\n<p>&nbsp;<\/p>\n<\/div>\n<\/div>\n<p style=\"font-weight: bold;\">Results<\/p>\n<div>\n<div>\n<ul>\n<li>Model development time cut by 80%<\/li>\n<li>Costs reduced through battery right-sizing<\/li>\n<li>Simulation accuracy verified with real data<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/blockquote>\n<div>\n<div>&nbsp;<\/div>\n<\/div>\n<\/td>\n<td style=\"width: 60.3692%; padding: 4px; border-style: hidden; border-width: 1px; height: 1379.08px; vertical-align: top;\">\n<figure>\n<div>\n<div>\n<div>\n<div>\n<figure style=\"text-align: center;\"><img decoding=\"async\" src=\"https:\/\/www.mathworks.com\/company\/user_stories\/sandia-national-laboratories-simulates-hawaii-microgrid-and-photovoltaic-systems\/_jcr_content\/imageEnhancedParsys\/image.adapt.full.medium.jpg\/1471008106436.jpg\" alt=\"\" width=\"640\" height=\"360\" sizes=\"auto, (min-width: 1200px) 1140px, (min-width: 992px) 940px, calc(100vw - 30px)\" loading=\"lazy\" srcset=\"https:\/\/www.mathworks.com\/company\/user_stories\/sandia-national-laboratories-simulates-hawaii-microgrid-and-photovoltaic-systems\/_jcr_content\/imageEnhancedParsys\/image.adapt.150.medium.jpg\/1471008106436.jpg 150w, https:\/\/www.mathworks.com\/company\/user_stories\/sandia-national-laboratories-simulates-hawaii-microgrid-and-photovoltaic-systems\/_jcr_content\/imageEnhancedParsys\/image.adapt.320.medium.jpg\/1471008106436.jpg 320w, https:\/\/www.mathworks.com\/company\/user_stories\/sandia-national-laboratories-simulates-hawaii-microgrid-and-photovoltaic-systems\/_jcr_content\/imageEnhancedParsys\/image.adapt.480.medium.jpg\/1471008106436.jpg 480w, https:\/\/www.mathworks.com\/company\/user_stories\/sandia-national-laboratories-simulates-hawaii-microgrid-and-photovoltaic-systems\/_jcr_content\/imageEnhancedParsys\/image.adapt.620.medium.jpg\/1471008106436.jpg 620w, https:\/\/www.mathworks.com\/company\/user_stories\/sandia-national-laboratories-simulates-hawaii-microgrid-and-photovoltaic-systems\/_jcr_content\/imageEnhancedParsys\/image.adapt.full.medium.jpg\/1471008106436.jpg 640w\" data-aem-src=\"\/content\/dam\/mathworks\/mathworks-dot-com\/cmsimages\/images\/user-stories\/q-z\/58380_responsive_User_Story_thumbnail_640x360_SandiaNatLabs2.jpg\" style=\"margin-left: auto; margin-right: auto; display: block;\"><figcaption>An array of solar panels.<\/figcaption><\/figure>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div>\n<div>\n<div>\n<p>A primary goal of Hawaii\u2019s Clean Energy Initiative is to increase energy efficiency and renewable energy resources to meet 70% of the state\u2019s energy demand by 2030. As part of this initiative, Castle &amp; Cooke Company created a 1.2 megawatt photovoltaic (PV) solar farm on Lanai, an island served by Maui Electric Company.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<div>\n<div>\n<div>\n<p>Before the PV system was installed, Maui Electric partnered with Sandia National Laboratories to ensure it could be integrated reliably and efficiently with the diesel generators that were already supplying the island with electricity. Sandia developed a model of the Lanai microgrid using Simulink<sup>\u00ae<\/sup><span>&nbsp;<\/span>and Simscape Electrical\u2122 and conducted simulations to assess various configuration and control options.<\/p>\n<p>\u201cSimscape Electrical provides models of many of the components in our system, so there was little we had to build ourselves,\u201d says Ben Schenkman, member of the technical staff at Sandia. \u201cBringing actual data into the Simulink environment was straightforward, which made the entire process of modeling, simulation, and verification very efficient.\u201d<\/p>\n<p>&nbsp;<\/p>\n<\/div>\n<\/div>\n<\/div>\n<h2 style=\"font-weight: bold;\">Challenge<\/h2>\n<div>\n<div>\n<div>\n<p>Sandia wanted to determine how much battery capacity would be required to ensure the stability of the entire system should the PV provide reduced power or fail. When clouds pass over the PV array, energy output drops; batteries must be large enough to provide power until the diesel generators can engage to pick up the load. Oversized batteries, however, could impose hundreds of thousands of dollars of unnecessary cost to Maui Electric\u2019s Lanai customers.<\/p>\n<p>To identify a cost-effective, reliable solution, Sandia needed to model the microgrid and compare the results of simulations that incorporated different control strategies, insolation profiles, and battery sizes.<\/p>\n<p>With just three months to complete the evaluation, Sandia needed to develop models quickly. The ability to adapt the model for future use was also a key requirement. \u201cWe knew that new generators and other renewable energy sources like wind farms were being planned, but detailed information on them was not yet available,\u201d explains Schenkman. \u201cWe had to develop a model that was flexible and easily understood by other engineers so that Maui Electric could use it going forward.\u201d<\/p>\n<p>&nbsp;<\/p>\n<\/div>\n<\/div>\n<\/div>\n<h2 style=\"font-weight: bold;\">Solution<\/h2>\n<div>\n<div>\n<div>\n<p>A team of three Sandia engineers used Simulink and Simscape Electrical to model and simulate the supervisory control systems, PV arrays, power inverters, batteries, conventional generators, and system loads that make up the Lanai microgrid.<\/p>\n<p>In Simulink, Sandia engineers created a simplified model of Lanai\u2019s existing system with a single generator and simple constant current load from Simscape Electrical.<\/p>\n<p>Maui Electric had provided Sandia with a Siemens<sup>\u00ae<\/sup><span>&nbsp;<\/span>PSS<sup>\u00ae<\/sup>E model of the system that used a negative load to model the PV array. To validate their Simulink model, Sandia engineers added a Three-Phase Dynamic Load block from Simscape Electrical to mimic the negative load, ran simulations in Simulink, and compared the results with the PSS\/E results.<\/p>\n<p>Next, the team began refining the model in Simulink and adding the required battery capacity and control systems. They replaced the basic PV model with a more realistic one that incorporated solar irradiance profiles, a voltage-controlled current source, and low-pass filters. The team also added a three-phase d-q controlled battery source, a four-quadrant-inverter, more loads, and a more sophisticated control system.<\/p>\n<p>To evaluate different control parameters and battery sizes, Sandia conducted Simulink simulations that incorporated real irradiance data captured from sensors on Lanai.<\/p>\n<p>Sandia researchers are using MATLAB<sup>\u00ae<\/sup><span>&nbsp;<\/span>to further analyze the sensor data and create more detailed irradiance profiles, which will improve the accuracy of future PV models.<\/p>\n<p>As battery installation moved forward, Sandia researchers used the Lanai Simulink models as the basis for an internal research and development project on advanced microgrid control systems.<\/p>\n<p>On this R&amp;D project, Sandia researchers used Simulink Coder\u2122 to generate C code from the model, which they used with Opal-RT eMEGAsim to perform real-time simulations.<\/p>\n<p>The simulations showed that with advanced control systems and generators that can respond faster to power demands, no additional FACTS device is needed. Planning is underway within Sandia to implement the system for solar and wind power generation.<\/p>\n<p>&nbsp;<\/p>\n<\/div>\n<\/div>\n<\/div>\n<h2 style=\"font-weight: bold;\">Results<\/h2>\n<div>\n<div>\n<div>\n<ul>\n<li><strong>Model development time cut by 80%<\/strong>. \u201cUsing Simulink and Simscape Electrical, we developed models in a day or two that would have taken two weeks to develop by hand-coding,\u201d says Schenkman.<\/li>\n<li><strong>Costs reduced through battery right-sizing<\/strong>. \u201cInitial estimates for the Lanai system included a 700 kilowatt-hour battery,\u201d says Schenkman. \u201cThe Simulink simulations demonstrated that a battery about half that size would be sufficient and that a flexible AC transmission device was not needed. Together, that amounted to more than $200,000 in cost savings.\u201d<\/li>\n<li><strong>Simulation accuracy verified with real data<\/strong>. \u201cWe can bring real sensor data into the Simulink environment with a single command,\u201d says Schenkman. \u201cThis makes it much easier to develop and quantitatively verify the model early in the project, so we know our simulations are accurate.\u201d<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/figure>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p style=\"text-align: center;\">&nbsp;<\/p>\n<p style=\"text-align: center;\"><span style=\"font-weight: normal;\"><a class=\"maxbutton-1 maxbutton maxbutton-get-quote\" target=\"_blank\" rel=\"noopener\" href=\"https:\/\/ascendas-asia.com\/vi\/contact-us\/\"><span class='mb-text'>Get Quote<\/span><\/a>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;<a class=\"maxbutton-3 maxbutton maxbutton-download-a-free-trial\" target=\"_blank\" rel=\"noopener\" href=\"https:\/\/ascendas-asia.com\/vi\/free-matlab-trial\/\"><span class='mb-text'>Download a FREE Trial<\/span><\/a><\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Sandia National Laboratories Simulates Hawaii Microgrid and Photovoltaic Systems \u201cMATLAB, Simulink, and Simscape Electrical enable mechanical, power, and controls engineers to work together using the same tools, which helps in a multidisciplinary environment like ours.\u201d &nbsp;Ben Schenkman, Sandia National Laboratories &nbsp; Challenge Evaluate the battery capacity and control systems required for reliable operation of a [&hellip;]<\/p>","protected":false},"author":43,"featured_media":0,"parent":3677,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"content-type":"","footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-9059","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.1 (Yoast SEO v27.7) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Sandia National Laboratories Simulates Hawaii Microgrid and Photovoltaic Systems - TechSource Systems &amp; Ascendas Systems Group<\/title>\n<meta name=\"description\" content=\"Sandia modeled its Lanai microgrid and conducted simulations to evaluate battery capacity and control systems.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ascendas-asia.com\/vi\/customer-stories\/sandia-national-laboratories-simulates-hawaii-microgrid-and-photovoltaic-systems\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Sandia National Laboratories Simulates Hawaii Microgrid and Photovoltaic Systems\" \/>\n<meta property=\"og:description\" content=\"Sandia modeled its Lanai microgrid and conducted simulations to evaluate battery capacity and control systems.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/ascendas-asia.com\/vi\/customer-stories\/sandia-national-laboratories-simulates-hawaii-microgrid-and-photovoltaic-systems\/\" \/>\n<meta property=\"og:site_name\" content=\"TechSource Systems &amp; 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