 {"id":1426,"date":"2025-01-13T14:08:25","date_gmt":"2025-01-13T14:08:25","guid":{"rendered":"https:\/\/www.enedi.es\/en\/news\/\/?p=1426"},"modified":"2025-01-13T14:08:25","modified_gmt":"2025-01-13T14:08:25","slug":"a-cfd-results-based-reduced-order-model-for-latent-heat-thermal-energy-storage-systems-with-macro-encapsulated-pcm","status":"publish","type":"post","link":"https:\/\/www.enedi.es\/en\/news\/publications\/a-cfd-results-based-reduced-order-model-for-latent-heat-thermal-energy-storage-systems-with-macro-encapsulated-pcm","title":{"rendered":"A CFD results-based reduced-order model for latent heat thermal energy storage systems with macro-encapsulated PCM"},"content":{"rendered":"<div id=\"as0005\">\r\n<div id=\"sp0075\" class=\"u-margin-s-bottom\">Macro-encapsulation of <a class=\"topic-link\" title=\"Learn more about phase change material from ScienceDirect's AI-generated Topic Pages\" href=\"https:\/\/www.sciencedirect.com\/topics\/engineering\/phase-change-material\">phase change material<\/a> (PCM) is a promising approach to overcome a serious drawback of many latent heat <a class=\"topic-link\" title=\"Learn more about thermal energy storage systems from ScienceDirect's AI-generated Topic Pages\" href=\"https:\/\/www.sciencedirect.com\/topics\/engineering\/thermal-energy-storage-system\">thermal energy storage systems<\/a> (LHTESSs): their low <a class=\"topic-link\" title=\"Learn more about thermal power from ScienceDirect's AI-generated Topic Pages\" href=\"https:\/\/www.sciencedirect.com\/topics\/earth-and-planetary-sciences\/turbogenerator\">thermal power<\/a>. Simulations are often used to support the design of these storage systems, but the simulation of the charging process of such an LHTESS with detailed <a class=\"topic-link\" title=\"Learn more about CFD from ScienceDirect's AI-generated Topic Pages\" href=\"https:\/\/www.sciencedirect.com\/topics\/engineering\/computational-fluid-dynamics\">CFD<\/a> models is too computationally expensive. To obtain information about the behavior of a complete LHTESS, highly simplified system simulation models are usually applied. A new approach to create a reduced-order model is herein presented that aims to increase the accuracy of these system simulation models. The first step consists of performing a set of detailed CFD simulations of one capsule with different boundary conditions. The results are written into look-up tables that contain the charging power of one capsule as a function of the enthalpy stored and the boundary conditions. These look-up tables are then implemented into the reduced-order model. The temporal mean deviation of the energy content in the storage unit between experiments and the reduced-order model is only 5\u00a0% and the simulation time of the fastest reduced-order model was 5\u00a0s, while the CFD simulations took up to about two weeks on a workstation. Finally, for the conditions tested, the <a class=\"topic-link\" title=\"Learn more about heat transfer fluid from ScienceDirect's AI-generated Topic Pages\" href=\"https:\/\/www.sciencedirect.com\/topics\/engineering\/heat-transfer-fluid\">heat transfer fluid<\/a> (HTF) does not have to be included in the CFD simulation, but can be replaced by a properly defined convective boundary condition. The capsule wall, however, needs to be included in the CFD model (especially for capsule wall materials with a distinctively <a class=\"topic-link\" title=\"Learn more about higher thermal conductivity from ScienceDirect's AI-generated Topic Pages\" href=\"https:\/\/www.sciencedirect.com\/topics\/engineering\/high-thermal-conductivity\">higher thermal conductivity<\/a> than the PCM) to account for the heat flow towards the bottom of the capsule supporting <a class=\"topic-link\" title=\"Learn more about close contact melting from ScienceDirect's AI-generated Topic Pages\" href=\"https:\/\/www.sciencedirect.com\/topics\/engineering\/close-contact-melting\">close contact melting<\/a>.<\/div>\r\n<div><\/div>\r\n<\/div>\r\n<div>https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2352152X23026336<\/div>","protected":false},"excerpt":{"rendered":"<p>Macro-encapsulation of phase change material (PCM) is a promising approach to overcome a serious drawback of many latent heat thermal energy storage systems (LHTESSs): their low thermal power. Simulations are often used to support the design of these storage systems, but the simulation of the charging process of such an LHTESS with detailed CFD models [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":1427,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[73],"tags":[68,66],"class_list":["post-1426","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-publications","tag-simulation-and-modelling","tag-thermal-energy-storage"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.enedi.es\/en\/wp-json\/wp\/v2\/posts\/1426","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.enedi.es\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.enedi.es\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.enedi.es\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.enedi.es\/en\/wp-json\/wp\/v2\/comments?post=1426"}],"version-history":[{"count":1,"href":"https:\/\/www.enedi.es\/en\/wp-json\/wp\/v2\/posts\/1426\/revisions"}],"predecessor-version":[{"id":1430,"href":"https:\/\/www.enedi.es\/en\/wp-json\/wp\/v2\/posts\/1426\/revisions\/1430"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.enedi.es\/en\/wp-json\/wp\/v2\/media\/1427"}],"wp:attachment":[{"href":"https:\/\/www.enedi.es\/en\/wp-json\/wp\/v2\/media?parent=1426"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.enedi.es\/en\/wp-json\/wp\/v2\/categories?post=1426"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.enedi.es\/en\/wp-json\/wp\/v2\/tags?post=1426"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}