Performance prediction and optimization of hydrogenation feed pump based on particle swarm optimization – least squares support vector regression surrogate model-Reference-Cited by-同舟云学术

Performance prediction and optimization of hydrogenation feed pump based on particle swarm optimization – least squares support vector regression surrogate model

Published:2024-02-22 Issue:1 Volume:18 Page:
ISSN:1994-2060
Container-title:Engineering Applications of Computational Fluid Mechanics
language:en
Short-container-title:Engineering Applications of Computational Fluid Mechanics

Author:

Lin Yanpi¹,Li Liang¹,Yang Shunyin²,Chen Xiaoguang²,Li Xiaojun¹,Zhu Zuchao¹

Affiliation:

1. Key Laboratory of Fluid Transmission Technology of Zhejiang Province, Zhejiang Sci-Tech University, Hangzhou, People’s Republic of China

2. Ebara Great Pumps Co., Ltd, Wenzhou, People’s Republic of China

Funder

National Natural Science Foundation of China

Natural Science Foundation of Zhejiang Province

Publisher

Informa UK Limited

Link

https://www.tandfonline.com/doi/pdf/10.1080/19942060.2024.2315985

Reference42 articles.

1. Parametric analysis and minimization of entropy generation in bioinspired magnetized non-Newtonian nanofluid pumping using artificial neural networks and particle swarm optimization

2. The particle swarm optimization (PSO) algorithm application – A review

3. Experimental and CFD investigation of a multistage centrifugal pump including leakages and balance holes

4. Barth, T., & Jespersen, D. (1989, January 09–12). The design and application of upwind schemes on unstructured meshes. 27th Aerospace Sciences Meeting, Reno, NV, U.S.A.

5. Advances in surrogate based modeling, feasibility analysis, and optimization: A review

Cited by 4 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Blade redesign based on inverse design method for energy performance improvement and hydro-induced vibration suppression of a multi-stage centrifugal pump;Energy;2024-11

2. Study on performance improvement of low specific speed multistage pumps by applying full channel hydraulic optimization;Journal of Energy Storage;2024-10

3. Response surface method‐based hydraulic performance optimization of a single‐stage centrifugal pump;International Journal for Numerical Methods in Fluids;2024-09-07

4. Research into Prediction Method for Pressure Pulsations in a Centrifugal Pump Based on Variational Mode Decomposition–Particle Swarm Optimization and Hybrid Deep Learning Models;Sensors;2024-06-27