文章基本信息

标题：Optimization of pumps as turbines blades based on SVM-HDMR model and PSO algorithm
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作者：Bingxiao Jiang ; Junhu Yang ; Xiaohui Wang 等
期刊名称：Advances in Mechanical Engineering
印刷版ISSN：1687-8140
电子版ISSN：1687-8140
出版年度：2021
卷号：13
期号：7
页码：1-13
DOI：10.1177/16878140211034364
语种：English
出版社：Sage Publications Ltd.
摘要：In view of the poor performance of pumps as turbines (PAT) operation, and the problem that the structural parameters cannot be optimized in the whole domain, the hybrid model of support vector mach...
关键词：Pumps as turbines; support vector machine; high-dimensional model representation; surrogate model; particle swarm optimization; numerical simulation; test results