MACHINE LEARNING‑INTEGRATED 5D BIM INFORMATICS: BUILDING MATERIALS COSTS DATA CLASSIFICATION AND PROTOTYPE DEVELOPMENT
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✒️ Non-informatics cost estimation is a tedious process and requires substantial amount of time and manual operations. However, #bim adoption approaches have attracted significant attention with this respect. Since BIM models are object-based with built-in parametric information, it is easier to capture the quantities of building elements and deliver more accurate estimates with less errors and omissions. As most of the current cost estimation standards are designed and developed based on old-fashioned construction project delivery systems, a lack of compatibility between their classification and #BIM_based informatics is observed. This study, therefore, aims to develop an informatics framework to integrate a #cost estimation standard with BIM in order to expedite the #5d BIM process and enhance the digital transformation practices in construction projects. The developed framework is considered to be a new approach which can automatically estimate the cost of building elements using machine learning-integrated algorithms and MATLAB engine for its effective implementation.
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Iran Intelligent BIM Solutions (Bana Yar Mehraz Iranian)
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Saeed Banihashemi, PhD, MAIB, FHEA
Saeid Khalili
Moslem Sheikhkhoshkar
Abdulwahed fazeli

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📌 Innovative Infrastructure Solutions
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👥 Saeed Banihashemi; Saeid Khalili; Moslem Sheikhkhoshkar; abdolvahed Fazeli
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📥 دانلود از طریق:
http://iibimsolutions.ir/fa/r-....and-d/library/124-ar
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#article #machine_learning #5d #cost #bim #building_information_modeling #مدلسازی_سه_بعدی #مدلسازی_اطلاعات_ساخت #مشاور_bim #خدماتbim #خدمات_bim #مقاله #innovative_infrastructure_solutions #بنایار_مهراز_ایرانیان #بنا_یار_مهراز_ایرانیان #شرکت_خلاق #دانش_بنیان #فناوری_ساخت #سعید_خلیلی #saeid_khalili #moslem_sheikhkhoshkar #مسلم_شیخ_خوشکار #سعید_بنی_هاشمی

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