2011 International Symposium on Innovations in Intelligent Systems and Applications 2011
DOI: 10.1109/inista.2011.5946068
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Determining of the magnetic characteristics of the E-core Transverse Flux Machine based on neural network

Abstract: The E-core Transverse Flux Machine (ETFM) is combined of the principle of transverse flux machine and conventional Switched Reluctance Machine. The paper is focused about the modelling and the imlementation of the ETFM for an application. The magnetic characteristics of the machine determines its electrical and mechanical behaviors. To analyze and predict the ETFM's performance, good knowledge of its electromagnetic characteristics is essential. This paper investigates the use of Artificial Neural Networks (AN… Show more

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Cited by 7 publications
(6 citation statements)
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“…This design is suitable for linear TFMs such as the machines in [88], or rotating machines with circumferential arranged phases in [46], [181]- [187]. TFMs with a single winding per core element are presented in [132], [133], [142], [188], [189]. Further, the design of the machine in [190] has an E-core built out of an C-core with an additional bridge core.…”
Section: ) E-corementioning
confidence: 99%
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“…This design is suitable for linear TFMs such as the machines in [88], or rotating machines with circumferential arranged phases in [46], [181]- [187]. TFMs with a single winding per core element are presented in [132], [133], [142], [188], [189]. Further, the design of the machine in [190] has an E-core built out of an C-core with an additional bridge core.…”
Section: ) E-corementioning
confidence: 99%
“…There have been various attempts and approaches to describe TFMs with convenient analytical equations [8], [11], [149]. Due to the nonlinear characteristic, which result from the saturation of the soft magnetic material and the complex threedimensional flux, some authors consider this as challenging or even impossible [188], [253]. In [217], a complete electromagnetic design procedure is purposed with a separation in two parts: an analytical estimation and an optimization by 3D-FEA.…”
Section: A Analytical Preliminary Designmentioning
confidence: 99%
“…However, the machine could only be multiphase in nature by stacking multiple single-phase machines. Modularity in TFMs with E-core stators was proposed in TFM [14,15]. The machines are reluctance machines and use ring windings.…”
Section: Imentioning
confidence: 99%
“…Flux linkage characteristics of the ETFM are highly nonlinear functions of the rotor position and current. So, it will be very difficult to set ETFM model due to its special structure [22].…”
Section: Determination Of the Training And Testing Datamentioning
confidence: 99%