Applications of (Big) Data Analysis in A/E/C

• Andere auteurs: Zhuang, Zheng-Yun (Redacteur), Yang, Ying-Wu (Redacteur), Hsu, Ming-Hung (Redacteur)
• Formaat: Elektronisch Hoofdstuk
• Taal: Engels
• Gepubliceerd in: Basel MDPI - Multidisciplinary Digital Publishing Institute 2023
• Onderwerpen: Technology: general issues; History of engineering & technology; high performance concrete (HPC); experimental parameters; data-driven analysis; pre-project material testing; pairwise comparison analysis; correlation analysis; cosine similarity; predictive regression modelling; heat map; variable transform; energy generation; green energy; wind turbines; fan-blade damage; mechanical condition monitoring system; fault diagnosis; maintenance by prediction; accelerometer; vibration data; big-data analytics; reliability analysis; RC slab-column structure; machine learning; Monte Carlo simulation; shapley additive explanation; wireless sensor network; historic building; real-time monitoring; recycling of waste materials; water-to-binder ratio (W/B ratio); waste PE; cement mortar; durability; steel assembly bracing; foundation pit; environmental temperature; vibration analysis; building information model; 3D point cloud; semantic segmentation; deep learning; highway data quality assessment; data quality dimensions; semiotic framework; decision-making; construction image; artificial intelligence; object detection; single shot multibox detector (SSD); n/a
• Online toegang: DOAB: download the publication; DOAB: description of the publication

This Special Issue (SI), entitled "Application of (Big) Data Analysis in A/E/C (architecture, engineering, and construction)", in Buildings has published quality papers outlining novel contributions of the application of big data theory, modeling techniques, and methodologies as a tool for...