Weld defect frequency, size statistics and probabilistic models for ship structures

•Defect statistics for modern ships is given, which is non-existent in public domain.•It was found that HLAW process has lower defect rates compared to FCAW and SAW.•The probability distributions that best represent defect length data was determined.•The welding quality of studied ships was compared to published data from 1980s.