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Main Authors: Yasuhiro Kamino, Ryotaro Shinozuka, Takeru Kobayashi, Tomoyuki Iwawaki, Makoto Kanemaru
Format: Artículo Open Access
Published: Wiley 2026
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Online Access:https://onlinelibrary.wiley.com/doi/10.1002/eej.70021
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author Yasuhiro Kamino
Ryotaro Shinozuka
Takeru Kobayashi
Tomoyuki Iwawaki
Makoto Kanemaru
author_facet Yasuhiro Kamino
Ryotaro Shinozuka
Takeru Kobayashi
Tomoyuki Iwawaki
Makoto Kanemaru
Yasuhiro Kamino
Ryotaro Shinozuka
Takeru Kobayashi
Tomoyuki Iwawaki
Makoto Kanemaru
collection Wiley Open Access
contents Development of Air Entrainment Detection Method for Pumps Using Motor Current Signals Yasuhiro Kamino Ryotaro Shinozuka Takeru Kobayashi Tomoyuki Iwawaki Makoto Kanemaru Electrical Engineering in Japan ABSTRACT Simple and cost‐effective methods for air entrainment detection are required for the efficient maintenance of pump systems. Recently, motor current signature analysis (MCSA) has been gaining attention for motor fault detection. In this paper, we review the characteristics of motor current signals in an air entrainment state and propose an MCSA technique for air entrainment detection. We observed that the foot around the fundamental harmonic spectrum in the power spectral density of current signals increased with an air entrainment. Based on these results, we propose defining a characteristic value which reflects this feature. 10.1002/eej.70021 http://onlinelibrary.wiley.com/termsAndConditions#vor
doi_str_mv 10.1002/eej.70021
format Artículo Open Access
id wiley_oa_10_1002_eej_70021
institution Wiley Open Access
license_str_mv http://onlinelibrary.wiley.com/termsAndConditions#vor
publishDate 2026
publisher Wiley
record_format wiley_oa
spellingShingle Development of Air Entrainment Detection Method for Pumps Using Motor Current Signals
Yasuhiro Kamino
Ryotaro Shinozuka
Takeru Kobayashi
Tomoyuki Iwawaki
Makoto Kanemaru
Electrical Engineering in Japan
Development of Air Entrainment Detection Method for Pumps Using Motor Current Signals Yasuhiro Kamino Ryotaro Shinozuka Takeru Kobayashi Tomoyuki Iwawaki Makoto Kanemaru Electrical Engineering in Japan ABSTRACT Simple and cost‐effective methods for air entrainment detection are required for the efficient maintenance of pump systems. Recently, motor current signature analysis (MCSA) has been gaining attention for motor fault detection. In this paper, we review the characteristics of motor current signals in an air entrainment state and propose an MCSA technique for air entrainment detection. We observed that the foot around the fundamental harmonic spectrum in the power spectral density of current signals increased with an air entrainment. Based on these results, we propose defining a characteristic value which reflects this feature. 10.1002/eej.70021 http://onlinelibrary.wiley.com/termsAndConditions#vor
title Development of Air Entrainment Detection Method for Pumps Using Motor Current Signals
topic Electrical Engineering in Japan
url https://onlinelibrary.wiley.com/doi/10.1002/eej.70021