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The Advanced Analytics Lab is dedicated to the development of automation modeling methods, algorithms, and computational tools that can be implemented in practice.The mission of the lab is to support national, state, and local efforts to provide safe, sustainable and productive stimulation models through improved monitoring and management by means of research and development, technology implementation, training, and education. The team cares to learn as much as they can about problems in construction and monitoring of civil infrastructure using the most powerful tools available to us … and to enjoy the process! Our ultimate hope is to learn something that others can, then develop a methodology or procedure or model that proves useful in alleviating the serious treats to infrastructure.<\/p>\n
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The Advanced Analytics Lab research and development activities provide a bridge between the Construction community, the Information technology community, and other disciplines. Our team at Advanced Analytics Lab are specialized in:<\/p>\n
<\/p>\n
\u2022 Performance Measurement<\/p>\n
\u2022 Data Mining<\/p>\n
\u2022 Data Visualization<\/p>\n
\u2022 Safety Analysis<\/p>\n
\u2022 3D\/4D modeling<\/p>\n
\u2022 Uncertainty Analysis<\/p>\n
\u2022 LiDAR Data Processing<\/p>\n
<\/p>\n
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This research developed and tested a LiDAR data processing framework to automatically extract quantitative damage information required for tornado wind speed estimation and structural damage analysis.Algorithms were developed and tested to,detect building roof and wall surfaces in scans of damaged areas and quantify sheathing and covering losses, retrieve geographic information such as the building height, the roof pitch, the distance to the tornado path, etc. Learn More <\/a> Manual collection of site data is error-prone, inefficient, and expensive. The amount of time to find a engineering component on project site randomly ranges from a few minutes to several hours.Overall, workers waste up large amounts of their time either searching or waiting for components. This research was developed to identify and localize the engineering components on industrial projects through Automation.Learn More<\/a> [\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=”1_4,1_4,1_4,1_4″ admin_label=”Row” _builder_version=”4.16″ background_size=”initial” background_position=”top_left” background_repeat=”repeat” global_colors_info=”{}”][et_pb_column type=”1_4″ _builder_version=”4.16″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||”][et_pb_image src=”https:\/\/labs.engineering.asu.edu\/grau\/wp-content\/uploads\/sites\/133\/2014\/12\/Picture17.png” align_tablet=”center” align_phone=”center” align_last_edited=”on|desktop” admin_label=”Image” _builder_version=”4.16″ animation_style=”slide” animation_direction=”left” animation_duration=”500ms” animation_intensity_slide=”10%” global_colors_info=”{}”] What We Do The Advanced Analytics Lab is dedicated to the development of automation modeling methods, algorithms, and computational tools that can be implemented in practice.The mission of the lab is to support national, state, and local efforts to provide safe, sustainable and productive stimulation models through improved monitoring and management by means of<\/p>\n","protected":false},"author":255,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":" David\u00a0Grau graduated with both an M.S. and a Ph.D. in Civil, Architectural and Environmental Engineering from The University of Texas at Austin, and with an Industrial Engineering degree from the Universitat Polit\u00e8cnica de Catalunya in Barcelona, Spain. Previous to his affiliation with ASU, he taught at The University of Alabama for four years.<\/p> Currently, Grau is a member of the ASCE and ASEE professional societies. During his academic career, he has been the recipient of numerous teaching and research awards, including the Distinguished Professor Award by the Construction Industry Institute and the Celebration of Engineering & Technology Innovation (CETI) award by FIATECH.<\/p> Complementing his academic career, he has worked in the private industry for more than seven years as head manager for heavy industrial projects and as director of a large engineering department. He has led interdisciplinary and multicultural teams to deliver numerous capital projects in South America, Africa and Europe. David\u00a0holds a professional license as an Industrial Engineer in Spain.<\/p>","_et_gb_content_width":"","footnotes":""},"class_list":["post-71","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/labs.engineering.asu.edu\/grau\/wp-json\/wp\/v2\/pages\/71","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/labs.engineering.asu.edu\/grau\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/labs.engineering.asu.edu\/grau\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/labs.engineering.asu.edu\/grau\/wp-json\/wp\/v2\/users\/255"}],"replies":[{"embeddable":true,"href":"https:\/\/labs.engineering.asu.edu\/grau\/wp-json\/wp\/v2\/comments?post=71"}],"version-history":[{"count":0,"href":"https:\/\/labs.engineering.asu.edu\/grau\/wp-json\/wp\/v2\/pages\/71\/revisions"}],"wp:attachment":[{"href":"https:\/\/labs.engineering.asu.edu\/grau\/wp-json\/wp\/v2\/media?parent=71"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\n[\/et_pb_text][\/et_pb_column][et_pb_column type=”1_2″ _builder_version=”4.16″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||”][et_pb_image src=”https:\/\/labs.engineering.asu.edu\/grau\/wp-content\/uploads\/sites\/133\/2014\/12\/rsz_chuttersnap-210443.jpg” align_tablet=”center” align_phone=”center” align_last_edited=”on|desktop” admin_label=”Image” _builder_version=”4.16″ animation_style=”slide” animation_direction=”left” animation_duration=”500ms” animation_intensity_slide=”10%” global_colors_info=”{}”]
\n[\/et_pb_image][et_pb_text admin_label=”Text” _builder_version=”4.16″ background_size=”initial” background_position=”top_left” background_repeat=”repeat” global_colors_info=”{}”]<\/p>\nAutomatic Identification and Localization of Engineered Components<\/h3>\n
\n[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row admin_label=”Row” _builder_version=”4.16″ background_size=”initial” background_position=”top_left” background_repeat=”repeat” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.16″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||”][et_pb_text admin_label=”Text” _builder_version=”4.16″ background_size=”initial” background_position=”top_left” background_repeat=”repeat” text_orientation=”right” global_colors_info=”{}”]More Projects <\/a>
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\n[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ custom_padding_last_edited=”on|desktop” admin_label=”Section” _builder_version=”4.16″ background_color=”rgba(255,255,255,0)” custom_margin=”-41px|||||” custom_padding_tablet=”50px|0|50px|0″ custom_padding_phone=”50px|0|50px|0″ padding_mobile=”off” global_colors_info=”{}”][et_pb_row admin_label=”Row” _builder_version=”4.16″ background_size=”initial” background_position=”top_left” background_repeat=”repeat” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.16″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||”][et_pb_text admin_label=”Text” _builder_version=”4.16″ background_size=”initial” background_position=”top_left” background_repeat=”repeat” global_colors_info=”{}”]<\/p>\nSponsors<\/h2>\n
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