Evaluation of Software and Hardware Settings for Audio-Based Analysis of Construction Operations
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DOI: 10.1007/s40999-019-00409-2
Abstract: Various activities of construction equipment are associated with distinctive sound patterns (e.g., excavating soil, breaking rocks, etc.). Considering this fact, it is possible to extract useful information about construction operations by recording the audio at… read more here.
Keywords: based analysis; construction; audio based; software ... See more keywords
Machine learning-aided cost prediction and optimization in construction operations
Sign Up to like & getrecommendations! Published in 2021 at "Engineering, Construction and Architectural Management"
DOI: 10.1108/ecam-10-2020-0778
Abstract: PurposeThis paper aims to use a data-driven approach towards optimizing construction operations. To this extent, it presents a machine learning (ML)-aided optimization approach, wherein the construction cost is predicted as a function of time, resources… read more here.
Keywords: optimization; learning aided; construction; construction operations ... See more keywords