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Open access Aug 2026

CNN-LSTM-Based Time Series Health Condition Prediction for Deep-Sea Mineral Lifting Pump in Offshore Tests

As the core power equipment of the deep-sea mining system, the deep-sea mineral lifting pump continuously operates under harsh service conditions coupled with high hydrostatic pressure, complex marine environments, and solid particle media. Its operating state shows obvious strong nonlinearity, time-varying fluctuation...

Z. Cheng, Hongyu Tang, Kai Wang et al. · 0 citations
Jul 2026

Effects of different blade deflection angles on internal flow-induced noise in a shaftless pump-jet propulsor

Shaftless pump-jet propulsors offer high propulsion efficiency but also generate significant flow-induced noise due to complex internal rotating flows. This study investigates blade deflection angles of ‒2°, 0°, and +2° through unsteady simulations with the RNG k–ε turbulence model, supported by experimental valida...

Hou-lin Liu, Yang Zhao, Xianfang Wu et al. · 0 citations

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