{"id":5015,"date":"2019-09-11T17:33:56","date_gmt":"2019-09-11T12:03:56","guid":{"rendered":"https:\/\/themagnumgroup.net\/Blog\/?p=5015"},"modified":"2019-09-13T10:13:42","modified_gmt":"2019-09-13T04:43:42","slug":"analytics-in-bim-a-case-study","status":"publish","type":"post","link":"https:\/\/themagnumgroup.net\/Blog\/analytics-in-bim-a-case-study\/","title":{"rendered":"Analytics in BIM: A Case Study"},"content":{"rendered":"<h2>Overview<\/h2>\n<p>One firm to have already explored the <strong>use of BIM-derived Predictive Analytics <\/strong>is the construction giant, <strong>Turner.<\/strong> They utilized breakthrough Predictive Analytics technology to gain a better understanding of one of their construction sites, in real time, through high definition visual information. Simply, to understand \u2018ground truth\u2019.<\/p>\n<p><span style=\"width: 100%;\"><a href=\"https:\/\/themagnumgroup.net\/Blog\/wp-content\/uploads\/2019\/09\/Golden_1_Center.jpg\"><img loading=\"lazy\" decoding=\"async\" alt=\"\" title=\"Golden_1_Center\" data-id=\"5017\" src=\"https:\/\/themagnumgroup.net\/Blog\/wp-content\/uploads\/2019\/09\/Golden_1_Center.jpg\" style=\"width: 100%;\" scale=\"0\" width=\"320\" height=\"212\"><\/a><\/span><\/p>\n<p><em>Sacramento Kings\u2019 Golden 1 Centre<\/em><\/p>\n<p>The site was the<strong> Sacramento Kings\u2019 Golden 1 Centre <\/strong>in downtown Sacramento, California. A team from Turner used visual data to conduct near-real-time monitoring of the building\u2019s progress and predict delays.<\/p>\n<h2>Preparation<\/h2>\n<p><span style=\"width: 100%;\"><a href=\"https:\/\/themagnumgroup.net\/Blog\/wp-content\/uploads\/2019\/09\/stadium-model-red.jpg\"><img loading=\"lazy\" decoding=\"async\" alt=\"\" title=\"stadium-model-red\" data-id=\"5019\" src=\"https:\/\/themagnumgroup.net\/Blog\/wp-content\/uploads\/2019\/09\/stadium-model-red.jpg\" style=\"width: 100%;\" scale=\"0\" width=\"1000\" height=\"714\"><\/a><\/span><\/p>\n<p>To start with, Turner <strong>created a virtual 3D BIM model (the \u201cdesign model\u201d) <\/strong>of the Center. It then separated the design model into sections, each section corresponding to a planned phase of construction.<\/p>\n<p>The intention was to <strong>compare the state of the actual project <\/strong>with its virtual section to check the project was proceeding according to schedule.<\/p>\n<h2>Execution<\/h2>\n<p>The state of construction was recorded by measuring what had been constructed and creating an \u2018as built\u2019 3D model from it.<\/p>\n<p><span style=\"width: 100%;\"><a href=\"https:\/\/themagnumgroup.net\/Blog\/wp-content\/uploads\/2019\/09\/drone-used-in-BIM.jpg\"><img loading=\"lazy\" decoding=\"async\" alt=\"\" title=\"drone-used-in-BIM\" data-id=\"5020\" src=\"https:\/\/themagnumgroup.net\/Blog\/wp-content\/uploads\/2019\/09\/drone-used-in-BIM.jpg\" style=\"width: 100%;\" scale=\"0\" width=\"250\" height=\"187\"><\/a><\/span><\/p>\n<p>The initial phase involved <strong>capturing imagery of the Golden 1 construction site using aerial drones<\/strong> and 3D laser cameras. As the building structures progressed above ground level, <strong>camera-equipped land rovers were used to record interior<\/strong> spaces. Interior imagery was also collected on smart phones and tablets during project engineers\u2019 site visits.<\/p>\n<p>Once Turner had collected this actual construction data, Structure-from-Motion (SfM) algorithms were used to stitch it all together and form the as-built 3D model. <strong>The as-built model was then overlaid on the appropriate design model<\/strong>&nbsp; section to run an examination of what was happening on the ground compared to what was predicated by the design model.<\/p>\n<p><span style=\"width: 100%;\"><a href=\"https:\/\/themagnumgroup.net\/Blog\/wp-content\/uploads\/2019\/09\/comparing-3d-models-red.jpg\"><img loading=\"lazy\" decoding=\"async\" alt=\"\" title=\"comparing-3d-models-red\" data-id=\"5023\" src=\"https:\/\/themagnumgroup.net\/Blog\/wp-content\/uploads\/2019\/09\/comparing-3d-models-red.jpg\" style=\"width: 100%;\" scale=\"0\" width=\"836\" height=\"558\"><\/a><\/span><\/p>\n<p><em>Comparing design model with as-built model<\/em><\/p>\n<p>The product of this examination was a 3D snapshot of the construction progress and the <strong>prediction of areas that were at risk of falling behind schedule<\/strong>.<\/p>\n<h2>The Resulting Benefits<\/h2>\n<p><strong><em>The most significant benefit may be NOT having a BIM model telling you one thing and \u2018ground truth\u2019 telling something completely different.<\/em><\/strong><\/p>\n<p>The following benefits were realized:<\/p>\n<ul>\n<li><strong>Better correlation<\/strong> between BIM model prediction and \u2018ground truth\u2019.<\/li>\n<li>Deeper level of <strong>transparency among the project team<\/strong> through timely reporting.<\/li>\n<li>Improved <strong>communications<\/strong>.<\/li>\n<li><strong>\u2018Smarter\u2019 and more comprehensive visual documentation<\/strong> of the project through automated organization and cataloging of mass data.<\/li>\n<li><strong>Advanced warning<\/strong> of potential delays.<\/li>\n<\/ul>\n<h2>Need to Harness BIM?<\/h2>\n<p>Use the contact form at right to tell us what you need done BIM-wise. You&#8217;ll hear back from us in 24 hours or less..<\/p>\n<p>&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;-<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Overview One firm to have already explored the use of BIM-derived Predictive Analytics is the construction giant, Turner. They utilized breakthrough Predictive Analytics technology to gain a better understanding of one of their construction sites, in real time, through high definition visual information. Simply, to understand \u2018ground truth\u2019. Sacramento Kings\u2019 Golden 1 Centre The site&#8230;<\/p>\n","protected":false},"author":1,"featured_media":5046,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_seopress_robots_primary_cat":"","_seopress_titles_title":"%%title%% %%page%%","_seopress_titles_desc":"How BIM helped a mammoth construction project in California stay on schedule.","_seopress_robots_index":"","_seopress_analysis_target_kw":"","_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"categories":[3],"tags":[],"class_list":["post-5015","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cad-news"],"_links":{"self":[{"href":"https:\/\/themagnumgroup.net\/Blog\/wp-json\/wp\/v2\/posts\/5015","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/themagnumgroup.net\/Blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/themagnumgroup.net\/Blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/themagnumgroup.net\/Blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/themagnumgroup.net\/Blog\/wp-json\/wp\/v2\/comments?post=5015"}],"version-history":[{"count":24,"href":"https:\/\/themagnumgroup.net\/Blog\/wp-json\/wp\/v2\/posts\/5015\/revisions"}],"predecessor-version":[{"id":5045,"href":"https:\/\/themagnumgroup.net\/Blog\/wp-json\/wp\/v2\/posts\/5015\/revisions\/5045"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/themagnumgroup.net\/Blog\/wp-json\/wp\/v2\/media\/5046"}],"wp:attachment":[{"href":"https:\/\/themagnumgroup.net\/Blog\/wp-json\/wp\/v2\/media?parent=5015"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/themagnumgroup.net\/Blog\/wp-json\/wp\/v2\/categories?post=5015"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/themagnumgroup.net\/Blog\/wp-json\/wp\/v2\/tags?post=5015"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}