Model Order Reduction Methods for Rotating Electrical Machines: A Review

被引:0
|
作者
Kiss, Kristof Levente [1 ]
Orosz, Tamas [1 ]
机构
[1] Szechenyi Istvan Univ, Dept Power Elect & Elect Drives, H-9026 Gyor, Hungary
关键词
model order reduction; finite element method; electrical drives; proper orthogonal decomposition; proper generalized decomposition; orthogonal interpolation method; Cauer ladder network; MAGNETIC EQUIVALENT-CIRCUIT; PROPER GENERALIZED DECOMPOSITION; INTERFACES; SYSTEMS;
D O I
10.3390/en17205145
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Due to the rise of e-mobility applications, there is an increased demand to create more accurate control methods, which can reduce the loss in an e-drive system. The accurate modeling of the rotating machines needs to resolve a partial differential equation system that describes the thermal and mechanical behavior of the different parts in addition to the electromagnetic design. Due to these models' limited resources and high computation demand, they cannot be used directly for real-time control. Model order reduction methods have been of growing interest in the past decades and offer solutions for this problem. According to the processed literature, many model order reduction-based methods are used for a wide range of problems. However, a paper has not been published that discusses a model order reduction-based real-time control model that is actually used in the industry. This paper aims to summarize and systematically review the model order reduction methods developed for rotating electrical machines in the last two decades and examine the possible usage of these methods for a real-time control problem.
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页数:25
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