Original ResearchPublished 24 April 2026Application of VMD–CNN–LSTM in mechanical fault diagnosis of pump station unitsFengshou Zhang · Mengmeng Cui · Hongyu Yang · Jing Feng · Qingqing Tian · Yu Tian · Lei GuoFrontiers in Signal Processingdoi 10.3389/frsip.2026.1777346