CorrectionPublished 8 September 2026Correction: Fault diagnosis and prediction of industrial hydraulic pumps based on KOA-CNN-BILSTM modelTing Zhong · Weiyi ZhuFrontiers in Mechanical Engineeringdoi 10.3389/fmech.2026.1977529