AUV position tracking and trajectory control based on fast-deployed deep reinforcement learning method

Y Fang, Z Huang, J Pu, J Zhang - Ocean Engineering, 2022 - Elsevier
Aiming at the difficult problem of motion control of under-actuated and X-rudder autonomous
underwater vehicle (AUV), the present work adopts deep reinforcement learning (DRL) …

Cavitation flow and broadband noise source characteristics of NACA66 hydrofoil with a V groove on the suction surface

J Jia, J Zhang, Z Huang - Ocean Engineering, 2022 - Elsevier
In the present work, a V groove on the suction surface is proposed to investigate the
cavitation flow and noise sources of a NACA66 hydrofoil. The SST k-ω turbulence model …

A review of pressure fluctuations in centrifugal pumps without or with clearance flow

L Zheng, X Chen, J Qu, X Ma - Processes, 2023 - mdpi.com
As crucial equipment in the industrial field, the stable operation of centrifugal pumps has
drawn noteworthy attention. Relevant studies in the open literature have shown that intense …

Design method of controllable velocity moment and optimization of pressure fluctuation suppression for a multiphase pump

W Xiao, L Tan - Ocean Engineering, 2021 - Elsevier
The multiphase pump is the key technology for offshore oil-gas resources exploitation, and
great efforts should be made to guarantee its high-efficiency and stable operation. In the …

Bionic investigation of a dolphin head-based hydrofoil with emphasis on energy performance and flow characteristics

J Zhang, R Zhang, Z Huang - Ocean Engineering, 2023 - Elsevier
Tidal energy, regarded as clean and renewable energy source, has received widespread
attention from scholars. As the basic structure of tidal power generator, the energy …

Large eddy simulation on the cavitation flow and noise characteristics of a NACA0009 hydrofoil with different tip clearance sizes

X Wang, J Zhang, Z Huang… - Journal of Fluids …, 2023 - asmedigitalcollection.asme.org
All hydraulic machinery has a tip clearance, which not only produces tip-leakage vortexes
(TLVs), but also reduces the energy performance of the machinery. In addition, tip clearance …

Improved deep learning method for accurate flow field reconstruction from sparse data

J Zhang, J Liu, Z Huang - Ocean Engineering, 2023 - Elsevier
The analysis of flow field is essential for the fluid dynamics and the internal mechanism of
hydraulic machinery. The use of deep learning technology has revolutionized the field of …

Cavitation flow and noise reduction design of bionic hydrofoil based on orthogonal optimization

J Zhang, X Wang, C Yang, J Tang, Z Huang - Physics of Fluids, 2023 - pubs.aip.org
Hydrofoils hold considerable academic and practical significance in the realms of marine
science, energy generation, and water-based engineering. They offer enhanced speed …

Transient flow and noise characteristics of accelerated flow past a hydrofoil with special emphasis on vortex-turbulence-noise interaction

J Zhang, Z Huang - Ocean Engineering, 2023 - Elsevier
The transient process is widely existed in hydraulic machinery and engineering application,
which is closely related to the flow and noise characteristics. In the present work, the large …

叶片式气液混输泵研究进展综述

肖文扬, 谭磊 - 水力发电学报, 2020 - slfdxb.cn
气液混输是石油, 天然气开采运输的核心技术, 叶片式混输泵具有结构紧凑, 运行工况宽,
耐磨损等优点. 我国叶片式混输泵的研究起步晚, 发展较慢, 系统深入的研究相对较少 …