Generation of Synthetic CPTs with Access to Limited Geotechnical Data for Offshore Sites

Generation of Synthetic CPTs with Access to Limited Geotechnical Data for Offshore Sites

The initial design phase for offshore wind farms does not require complete geotechnical mapping and individual cone penetration testing (CPT) for each expected turbine location. Instead, background information from open source studies and previous historic records for geology and seismic data are ty...

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Bibliographic Details
Main Authors: Coughlan, M. (Author), Desmond, C. (Author), Malekjafarian, A. (Author), Michel, G. (Author), Pakrashi, V. (Author), Shoukat, G. (Author), Thusyanthan, I. (Author)
Format: Article
Language:English
Published: MDPI 2023
Subjects:
ANN
ANNs
Cone penetration testing
CPT
Design phase
Geotechnical data
Geotechnical mapping
geotechnics
Geotechnics
Initial design
Interpolation
machine learning
Machine learning
Machine-learning
Neural networks
Offshore oil well production
Offshore wind farms
Offshores
Renewable energies
renewable energy
Seismology
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