{"id":2715,"date":"2025-06-02T16:04:24","date_gmt":"2025-06-02T14:04:24","guid":{"rendered":"https:\/\/eng-sc.com\/?p=2715"},"modified":"2025-06-02T16:07:23","modified_gmt":"2025-06-02T14:07:23","slug":"fire-dynamics-simulator-sprinklers-effectiveness","status":"publish","type":"post","link":"https:\/\/eng-sc.com\/en\/fire-dynamics-simulator-sprinklers-effectiveness\/","title":{"rendered":"Simulation with Fire Dynamics Simulator (FDS): Analysis of the Effectiveness of Sprinkler Systems in Pool Fire Scenarios"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"2715\" class=\"elementor elementor-2715\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3a5a544c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3a5a544c\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1c4f705a\" data-id=\"1c4f705a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-58803317 elementor-widget elementor-widget-text-editor\" data-id=\"58803317\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><\/p>\n<h3 class=\"wp-block-heading\"><strong>ABSTRACT<\/strong><\/h3>\n<p><\/p>\n<p>This project evaluates the effectiveness of sprinkler systems installed on hydrocarbon storage spheres under &#8220;Pool Fire&#8221; scenarios with wind conditions. Numerical simulations based on Computational Fluid Dynamics (CFD) were carried out using <strong>Fire Dynamics Simulator (FDS)<\/strong> software to quantify the capacity of two designs, referred to as <strong>S1 and S2<\/strong>, in reducing the incident thermal load on surrounding spheres.<\/p>\n<p><\/p>\n<p>The configurations analyzed include:<\/p>\n<p><\/p>\n<ol class=\"wp-block-list\"><p><\/p>\n<li><strong>Fire without wind.<\/strong><\/li>\n<p><\/p>\n<li><strong>Fire with wind at 7 m\/s (East\u2013West direction).<\/strong><\/li>\n<p><\/p><\/ol>\n<p><\/p>\n<p>For each case, thermal radiation and direct flame contact impact were calculated. Results show that, although wind presence decreases the cooling efficiency of sprinklers, the implementation of passive measures (such as thermal insulation on structural supports) and proper hydraulic sizing (minimum pressure of 2.1 bar, appropriate K-factors, optimized spray angles) ensure the protection of the spheres within the limits established by <strong>API Standard 2510A.<\/strong><\/p>\n<p><\/p>\n<h3 class=\"wp-block-heading\"><strong>INTRODUCTION<\/strong><\/h3>\n<p><\/p>\n<p>Sprinkler systems are a fundamental active protection measure to mitigate the spread and thermal effects of fires in industrial facilities storing hydrocarbons.<strong> API Standard 2510A<\/strong> requires that, in the event of a pool fire originating at the base of a sphere, the incident thermal radiation on adjacent spheres must not exceed <strong>12 kW\/m\u00b2<\/strong>, beyond which the risk of internal overpressure and material integrity loss significantly increases.<\/p>\n<p><\/p>\n<p>In windy environments, the dispersion of water droplets emitted by sprinklers may be altered, compromising coverage and cooling flow. Therefore, this study focuses on characterizing the response of two sprinkler configurations (designs S1 and S2) for storage spheres in pool fire scenarios with and without wind. The simulation tool used is <strong>Fire Dynamics Simulator (FDS)<\/strong>, which models the interaction between fire, hot gas flow, and sprinkler hydraulic systems by solving the Navier\u2013Stokes equations for compressible flow and combustion reactions.<\/p>\n<p><\/p>\n<h3 class=\"wp-block-heading\"><strong>CASE STUDY<\/strong><\/h3>\n<p><\/p>\n<h5 class=\"wp-block-heading\"><strong>2.1 Sphere Farm<\/strong><\/h5>\n<p><\/p>\n<p>The study area comprises <strong>13 hydrocarbon storage spheres<\/strong>, with nominal capacities between<strong> 2,500 and 7,000 barrels<\/strong>. All spheres are mounted on cylindrical supports (pillars) and connected to a piping system supplying water to the sprinklers from a high-pressure pump-fed hydraulic network.<\/p>\n<p><\/p>\n<ul class=\"wp-block-list\"><p><\/p>\n<li><strong>Larger-diameter spheres (13.1 m):<\/strong> identified as 1TK-2937 and 1TK-2938.<\/li>\n<p><\/p>\n<li><strong>Intermediate-diameter spheres (10.7 m):<\/strong> identified as 1TK-2935, 1TK-2936, and 1TK-2940.<\/li>\n<p><\/p>\n<li><strong>Remaining spheres:<\/strong> varying diameters and distances; considered as recipients of thermal radiation.<\/li>\n<p><\/p><\/ul>\n<p><\/p>\n<figure class=\"wp-block-image aligncenter size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"711\" height=\"276\" class=\"wp-image-2681\" src=\"https:\/\/eng-sc.com\/wp-content\/uploads\/2025\/06\/Captura-de-pantalla-2025-01-21-135507.png\" alt=\"Sphere farm modelled with Fire Dynamics Simulator\" srcset=\"https:\/\/eng-sc.com\/wp-content\/uploads\/2025\/06\/Captura-de-pantalla-2025-01-21-135507.png 711w, https:\/\/eng-sc.com\/wp-content\/uploads\/2025\/06\/Captura-de-pantalla-2025-01-21-135507-300x116.png 300w\" sizes=\"(max-width: 711px) 100vw, 711px\" \/><\/figure>\n<p><\/p>\n<h5 class=\"wp-block-heading\"><strong>2.2 Sprinkler Configurations<\/strong><\/h5>\n<p><\/p>\n<p>Two hydraulic sprinkler designs were defined and optimized according to <strong>API 2510A<\/strong>:<\/p>\n<p><\/p>\n<p><strong>Design S1 (for 13.1 m spheres):<\/strong><\/p>\n<p><\/p>\n<ul class=\"wp-block-list\"><p><\/p>\n<li><strong>Minimum operating pressure:<\/strong> 2.1 bar per sprinkler.<\/li>\n<p><\/p>\n<li><strong>K-Factor:<\/strong> selected to meet minimum flow required to ensure \u226412 kW\/m\u00b2 on adjacent spheres.<\/li>\n<p><\/p>\n<li><strong>Spray angles:<\/strong> combination of direct-action sprinklers (spraying towards the base of the sphere) and reverse-action sprinklers (angled spray towards the periphery).<\/li>\n<p><\/p>\n<li><strong>Vertical arrangement:<\/strong> upper and lower sprinkler levels to protect surface and structural supports.<\/li>\n<p><\/p><\/ul>\n<p><\/p>\n<p><strong>Design S2 (for 10.7 m spheres):<\/strong><\/p>\n<p><\/p>\n<ul class=\"wp-block-list\"><p><\/p>\n<li><strong>Minimum pressure:<\/strong> 2.1 bar.<\/li>\n<p><\/p>\n<li><strong>K-Factor:<\/strong> adjusted for smaller diameters to ensure adequate surface coverage.<\/li>\n<p><\/p>\n<li><strong>Spray angles and arrangement:<\/strong> similar to S1, with changes in number and spacing to match reduced diameter.<\/li>\n<p><\/p><\/ul>\n<p><\/p>\n<p>In both designs, passive insulation was applied at critical points:<\/p>\n<p><\/p>\n<ul class=\"wp-block-list\"><p><\/p>\n<li>Sphere\u2013support joints (to reduce convective heat transfer).<\/li>\n<p><\/p>\n<li>Metal pillars (insulated coating to limit thermal conductivity).<\/li>\n<p><\/p><\/ul>\n<p><\/p>\n<figure class=\"wp-block-image aligncenter size-large\"><img decoding=\"async\" class=\"wp-image-2683\" src=\"https:\/\/eng-sc.com\/wp-content\/uploads\/2025\/06\/Captura-de-pantalla-2025-06-02-124351-1024x287.png\" alt=\"\" width=\"652\" height=\"183\" srcset=\"https:\/\/eng-sc.com\/wp-content\/uploads\/2025\/06\/Captura-de-pantalla-2025-06-02-124351-1024x287.png 1024w, https:\/\/eng-sc.com\/wp-content\/uploads\/2025\/06\/Captura-de-pantalla-2025-06-02-124351-300x84.png 300w, https:\/\/eng-sc.com\/wp-content\/uploads\/2025\/06\/Captura-de-pantalla-2025-06-02-124351-768x215.png 768w, https:\/\/eng-sc.com\/wp-content\/uploads\/2025\/06\/Captura-de-pantalla-2025-06-02-124351.png 1357w\" sizes=\"(max-width: 652px) 100vw, 652px\" \/><p><\/p>\n<figcaption class=\"wp-element-caption\">North and south view of S1 (left), north and south view of S2 (right).<\/figcaption><figcaption class=\"wp-element-caption\"><br><\/figcaption>\n<\/figure>\n<p><\/p>\n<h3 class=\"wp-block-heading\"><strong>SIMULATION METHODOLOGY WITH FIRE DYNAMIC SIMULATOR (FDS)<\/strong><\/h3>\n<p><\/p>\n<p><strong>Geometric Modeling<\/strong><\/p>\n<p><\/p>\n<p>Simplified CAD models of the spheres and surrounding structures were created. Distances between the burning sphere (pool fire origin) and adjacent spheres were discretized to obtain high-resolution CFD meshes (mesh size &lt; 0.1 m near the heat source).<\/p>\n<p><\/p>\n<p><strong>FDS Configuration<\/strong><\/p>\n<p><\/p>\n<ul class=\"wp-block-list\"><p><\/p>\n<li><strong>Domain: 50 m \u00d7 50 m \u00d7 25 m<\/strong> cube centered on the burning sphere.<\/li>\n<p><\/p>\n<li><strong>Pool fire source:<\/strong> modeled as a 5 m diameter circular area with uniform heat release (14 MW), representative of a class B hydrocarbon pool fire.<\/li>\n<p><\/p>\n<li><strong>Wind interaction:<\/strong> uniform 7 m\/s East\u2013West velocity applied at rear domain boundary using velocity inlet and pressure outlet with atmospheric pressure.<\/li>\n<p><\/p>\n<li><strong>Materials:<\/strong> thermal properties assigned to sphere structures (carbon steel A36).<\/li>\n<p><\/p>\n<li><strong>Sprinklers: <\/strong>modeled as point sources of water droplets, with flow defined by: <code>Q = K\u221aP<\/code>, where Q is flow rate (L\/min), K is the nominal K-factor (L\/min\u00b7bar^0.5), and P is pressure (bar).<\/li>\n<p><\/p><\/ul>\n<p><\/p>\n<p><strong>Simulated Scenarios<\/strong><\/p>\n<p><\/p>\n<ul class=\"wp-block-list\"><p><\/p>\n<li><strong>Scenario A (no wind):<\/strong> wind speed = 0 m\/s.<\/li>\n<p><\/p>\n<li><strong>Scenario B (wind):<\/strong> wind speed = 7 m\/s (East \u2192 West).<\/li>\n<p><\/p><\/ul>\n<p><\/p>\n<p>Sprinklers are activated 60 seconds after fire ignition and simulations run until t = 600 s to evaluate thermal stabilization.<\/p>\n<p><\/p>\n<p><strong>Evaluation Criteria<\/strong><\/p>\n<p><\/p>\n<ul class=\"wp-block-list\"><p><\/p>\n<li><strong>Incident thermal radiation (<code>q_rad<\/code>) <\/strong>on each receiver sphere surface (in kW\/m\u00b2).<\/li>\n<p><\/p>\n<li><strong>Surface temperature (<code>T_sup<\/code>) <\/strong>at critical points (\u00b190\u00b0 from main incidence point).<\/li>\n<p><\/p>\n<li><strong>Net heat flux (<code>q_neto<\/code>):<\/strong> difference between received radiation and sprinkler cooling, calculated by energy balance in FDS cells.<\/li>\n<p><\/p>\n<li><strong>Critical radiation threshold:<\/strong> 12 kW\/m\u00b2 (per API 2510A).<\/li>\n<p><\/p><\/ul>\n<p><\/p>\n<h3 class=\"wp-block-heading\"><strong>OBJECTIVES<\/strong><\/h3>\n<p><\/p>\n<p>This study aims to:<\/p>\n<p><\/p>\n<ul class=\"wp-block-list\"><p><\/p>\n<li><strong>Identify critical scenarios<\/strong> requiring sprinkler activation (criterion: irradiance &gt; 12 kW\/m\u00b2).<\/li>\n<p><\/p>\n<li><strong>Compare the performance<\/strong> of designs S1 and S2 in reducing thermal radiation and controlling surface temperature on adjacent spheres.<\/li>\n<p><\/p>\n<li><strong>Quantify the impact<\/strong> of 7 m\/s wind on sprinkler effectiveness (coverage reduction, droplet trajectory changes).<\/li>\n<p><\/p>\n<li><strong>Evaluate passive measures<\/strong> (pillar and joint insulation) in maintaining structural safety when sprinkler efficiency is reduced.<\/li>\n<p><\/p><\/ul>\n<p><\/p>\n<h3 class=\"wp-block-heading\"><strong>RESULTS<\/strong><\/h3>\n<p><\/p>\n<h5 class=\"wp-block-heading\"><strong>5.1 Scenario A: Fire Without Wind<\/strong><\/h5>\n<p><\/p>\n<p><strong>Thermal Radiation<\/strong><br><em>Without sprinklers:<\/em><\/p>\n<p><\/p>\n<ul class=\"wp-block-list\"><p><\/p>\n<li>1TK-2936: <code>q_rad \u2248 18 kW\/m\u00b2<\/code><\/li>\n<p><\/p>\n<li>1TK-2938: <code>q_rad \u2248 20 kW\/m\u00b2<\/code><\/li>\n<p><\/p>\n<li>1TK-2940: <code>q_rad \u2248 17 kW\/m\u00b2<\/code><\/li>\n<p><\/p><\/ul>\n<p><\/p>\n<p><em>With sprinklers (S1 for 1TK-2938, S2 for others):<\/em><\/p>\n<p><\/p>\n<ul class=\"wp-block-list\"><p><\/p>\n<li>1TK-2936: <code>q_rad \u2248 10 kW\/m\u00b2<\/code><\/li>\n<p><\/p>\n<li>1TK-2938: <code>q_rad \u2248 9 kW\/m\u00b2<\/code><\/li>\n<p><\/p>\n<li>1TK-2940: <code>q_rad \u2248 11 kW\/m\u00b2<\/code><\/li>\n<p><\/p><\/ul>\n<p><\/p>\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" width=\"700\" height=\"424\" class=\"wp-image-2685\" src=\"https:\/\/eng-sc.com\/wp-content\/uploads\/2025\/06\/Captura-de-pantalla-2025-01-21-135903.png\" alt=\"Comparison of radiant heat received by sphere in Fire Dynamics Simulator\" srcset=\"https:\/\/eng-sc.com\/wp-content\/uploads\/2025\/06\/Captura-de-pantalla-2025-01-21-135903.png 700w, https:\/\/eng-sc.com\/wp-content\/uploads\/2025\/06\/Captura-de-pantalla-2025-01-21-135903-300x182.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><p><\/p>\n<figcaption class=\"wp-element-caption\">Comparison of radiant heat received by sphere 1TK-2938 with \/ without sprinkler system S1 in a pool fire scenario without wind.<\/figcaption>\n<\/figure>\n<p><\/p>\n<p>Both designs successfully reduced irradiance below the 12 kW\/m\u00b2 limit. The difference between S1 and S2 was minimal (&lt;1 kW\/m\u00b2) due to optimal droplet distribution in the absence of wind.<\/p>\n<p><\/p>\n<p><strong>Surface Temperature<\/strong><\/p>\n<p><\/p>\n<ul class=\"wp-block-list\"><p><\/p>\n<li>1TK-2938 max temperature: <strong>430 K<\/strong> (157 \u00b0C), below A36 steel yield risk threshold (565 K).<\/li>\n<p><\/p><\/ul>\n<p><\/p>\n<p><strong>Structural Performance<\/strong><\/p>\n<p><\/p>\n<ul class=\"wp-block-list\"><p><\/p>\n<li>Sprinkler cooling kept pillar temperatures below <strong>350 K<\/strong>, preventing buckling or joint failure.<\/li>\n<p><\/p><\/ul>\n<p><\/p>\n<h5 class=\"wp-block-heading\"><strong>5.2 Scenario B: Fire With Wind (7 m\/s)<\/strong><\/h5>\n<p><\/p>\n<p><strong>Thermal Radiation<\/strong><br><em>Without sprinklers:<\/em><\/p>\n<p><\/p>\n<ul class=\"wp-block-list\"><p><\/p>\n<li>1TK-2936: <code>q_rad \u2248 22 kW\/m\u00b2<\/code><\/li>\n<p><\/p>\n<li>1TK-2938: <code>q_rad \u2248 24 kW\/m\u00b2<\/code><\/li>\n<p><\/p>\n<li>1TK-2940: <code>q_rad \u2248 19 kW\/m\u00b2<\/code><\/li>\n<p><\/p><\/ul>\n<p><\/p>\n<p><em>With sprinklers:<\/em><\/p>\n<p><\/p>\n<ul class=\"wp-block-list\"><p><\/p>\n<li>1TK-2936 (S2): <code>q_rad \u2248 13.5 kW\/m\u00b2<\/code><\/li>\n<p><\/p>\n<li>1TK-2938 (S1): <code>q_rad \u2248 12.8 kW\/m\u00b2<\/code><\/li>\n<p><\/p>\n<li>1TK-2940 (S2): <code>q_rad \u2248 14.2 kW\/m\u00b2<\/code><\/li>\n<p><\/p><\/ul>\n<p><\/p>\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"716\" height=\"346\" class=\"wp-image-2687\" src=\"https:\/\/eng-sc.com\/wp-content\/uploads\/2025\/06\/Captura-de-pantalla-2025-01-21-140106.png\" alt=\"Pool fire scenario under windy conditions on sphere with Fire Dynamics Simulator\" srcset=\"https:\/\/eng-sc.com\/wp-content\/uploads\/2025\/06\/Captura-de-pantalla-2025-01-21-140106.png 716w, https:\/\/eng-sc.com\/wp-content\/uploads\/2025\/06\/Captura-de-pantalla-2025-01-21-140106-300x145.png 300w\" sizes=\"(max-width: 716px) 100vw, 716px\" \/><p><\/p>\n<figcaption class=\"wp-element-caption\">Overview of pool fire scenario under windy conditions with S1 system active on sphere 1TK-2938.<\/figcaption>\n<\/figure>\n<p><\/p>\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"574\" height=\"431\" class=\"wp-image-2689\" src=\"https:\/\/eng-sc.com\/wp-content\/uploads\/2025\/06\/Captura-de-pantalla-2025-01-21-140226.png\" alt=\"Pool fire scenario on sphere with \" srcset=\"https:\/\/eng-sc.com\/wp-content\/uploads\/2025\/06\/Captura-de-pantalla-2025-01-21-140226.png 574w, https:\/\/eng-sc.com\/wp-content\/uploads\/2025\/06\/Captura-de-pantalla-2025-01-21-140226-300x225.png 300w\" sizes=\"(max-width: 574px) 100vw, 574px\" \/><p><\/p>\n<figcaption class=\"wp-element-caption\">Overview of pool fire scenario under windy conditions with S2 system active on sphere 1TK-2936.<\/figcaption>\n<\/figure>\n<p><\/p>\n<p>Wind reduced cooling efficiency by 15\u201320%. However, thanks to insulation, the critical radiation limit was not exceeded.<\/p>\n<p><\/p>\n<p><strong>Surface Temperature<\/strong><\/p>\n<p><\/p>\n<ul class=\"wp-block-list\"><p><\/p>\n<li>1TK-2938 reached <strong>480 K<\/strong> (207 \u00b0C), still below the yield limit but with reduced margin.<\/li>\n<p><\/p><\/ul>\n<p><\/p>\n<p><strong>Passive Measures Evaluation<\/strong><\/p>\n<p><\/p>\n<ul class=\"wp-block-list\"><p><\/p>\n<li>Insulated pillars limited joint temperatures to <strong>330 K<\/strong>. Without insulation, estimates suggest temperatures could exceed <strong>400 K<\/strong>, compromising structural integrity.<\/li>\n<p><\/p><\/ul>\n<p><\/p>\n<h5 class=\"wp-block-heading\"><strong>5.3 Comparison Between S1 and S2<\/strong><\/h5>\n<p><\/p>\n<p><strong>Water Coverage<\/strong><\/p>\n<p><\/p>\n<ul class=\"wp-block-list\"><p><\/p>\n<li>S1: more robust, higher number of sprinklers and flow rate for larger diameters.<\/li>\n<p><\/p>\n<li>S2: fewer sprinklers, adapted for smaller spheres; wind caused slight reduction in lateral coverage.<\/li>\n<p><\/p><\/ul>\n<p><\/p>\n<p><strong>Performance Under Wind<\/strong><\/p>\n<p><\/p>\n<ul class=\"wp-block-list\"><p><\/p>\n<li>S1: irradiance ~<strong>12.8 kW\/m\u00b2<\/strong> on 1TK-2938; insulation compensated for marginal excess.<\/li>\n<p><\/p>\n<li>S2: irradiance &gt;<strong>14 kW\/m\u00b2<\/strong> on 1TK-2940, but surface temperature remained \u2264500 K due to passive measures.<\/li>\n<p><\/p><\/ul>\n<p><\/p>\n<p><strong>Hydraulic Requirements<\/strong><\/p>\n<p><\/p>\n<ul class=\"wp-block-list\"><p><\/p>\n<li>S1: ~<strong>1,200 L\/min<\/strong> at 2.1 bar for 13.1 m sphere.<\/li>\n<p><\/p>\n<li>S2: ~<strong>900 L\/min<\/strong> at 2.1 bar for 10.7 m sphere.<\/li>\n<p><\/p><\/ul>\n<p><\/p>\n<h3 class=\"wp-block-heading\"><strong>CONCLUSIONS<\/strong><\/h3>\n<p><\/p>\n<ol class=\"wp-block-list\"><p><\/p>\n<li><strong>Compliance with API 2510A<\/strong><br>\n<ul class=\"wp-block-list\"><p><\/p>\n<li>Both designs meet irradiance requirements (\u226412 kW\/m\u00b2) under windless conditions.<\/li>\n<p><\/p>\n<li>With 7 m\/s wind, irradiance approaches the threshold, but passive measures (insulation) ensure structural safety.<\/li>\n<p><\/p><\/ul>\n<p><\/p><\/li>\n<p><\/p>\n<li><strong>Wind Influence<\/strong><br>\n<ul class=\"wp-block-list\"><p><\/p>\n<li>Wind reduces sprinkler cooling efficiency by <strong>15\u201320%.<\/strong><\/li>\n<p><\/p>\n<li>A guaranteed minimum supply pressure of <strong>2.1 bar<\/strong> is essential to compensate for wind effects.<\/li>\n<p><\/p><\/ul>\n<p><\/p><\/li>\n<p><\/p>\n<li><strong>Optimized Sprinkler Design<\/strong><br>\n<ul class=\"wp-block-list\"><p><\/p>\n<li><strong>S1<\/strong> (13.1 m spheres): provides greater coverage and safety margin in adverse conditions.<\/li>\n<p><\/p>\n<li><strong>S2<\/strong> (10.7 m spheres): suitable for smaller diameters but requires passive aids under windy conditions.<\/li>\n<p><\/p><\/ul>\n<p><\/p><\/li>\n<p><\/p>\n<li><strong>Engineering Recommendations<\/strong><br>\n<ul class=\"wp-block-list\"><p><\/p>\n<li>Maintain strict maintenance to ensure supply pressure and proper valve operation.<\/li>\n<p><\/p>\n<li>Conduct additional CFD simulations (FDS) for varying wind speeds and angles.<\/li>\n<p><\/p>\n<li>Apply insulation per ASTM E136 to prevent support weakening.<\/li>\n<p><\/p><\/ul>\n<p><\/p><\/li>\n<p><\/p>\n<li><strong>Importance of a Combined Approach<\/strong><br>\n<ul class=\"wp-block-list\"><p><\/p>\n<li>The optimal protection strategy integrates active measures (API 2510A-compliant sprinklers) and passive measures (thermal insulation at critical points) to ensure sphere integrity even in adverse fire scenarios.<\/li>\n<p><\/p><\/ul>\n<p><\/p><\/li>\n<p><\/p><\/ol>\n<p><\/p>\n<p>At Engineering Simulation Consulting, we offer advanced engineering solutions to help companies optimize designs, improve performance, and reduce development costs. Contact us<a href=\"https:\/\/eng-sc.com\/en\/\"> here<\/a> to learn how to justify performance-based designs or optimize your facility\u2019s sprinkler systems using Fire Dynamics Simulator (FDS).<\/p>\n<p><\/p>\n<h3 class=\"wp-block-heading\"><strong>REFERENCES<\/strong><\/h3>\n<p><\/p>\n<ul class=\"wp-block-list\"><p><\/p>\n<li><a href=\"https:\/\/www.api.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">American Petroleum Institute.<\/a> API Std 2510A (2017). <em>Design and Analysis of Fixed Water-Based Fire Protection Systems for Storage Tanks.<\/em><\/li>\n<p><\/p>\n<li><a href=\"https:\/\/www.nist.gov\/\" target=\"_blank\" rel=\"noreferrer noopener\">National Institute of Standards and Technology (NIST).<\/a> <em>Fire Dynamics Simulator (FDS) Version 6 User\u2019s Guide<\/em> (2022).<\/li>\n<p><\/p>\n<li>ASTM International. ASTM E136-21 (2021). <em>Standard Test Method for Behavior of Materials in a Vertical Tube Furnace at 750 \u00b0C.<\/em><\/li>\n<p><\/p><\/ul>\n<p><\/p>\n<p><em><strong>Note:<\/strong> All irradiance and temperature values were obtained via simulations using Fire Dynamics Simulator (FDS) v6.7.1, employing fine mesh near the heat source and finite volume integration algorithms for radiative heat transfer.<\/em><\/p>\n<p><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>ABSTRACT This project evaluates the effectiveness of sprinkler systems installed on hydrocarbon storage spheres under &#8220;Pool Fire&#8221; scenarios with wind conditions. Numerical simulations based on Computational Fluid Dynamics (CFD) were carried out using Fire Dynamics Simulator (FDS) software to quantify the capacity of two designs, referred to as S1 and [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":2691,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[36,26],"tags":[],"class_list":["post-2715","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-fire","category-simulation"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.9 - 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