High-Frequency Harmonic Loss Location Verification Using Temperature Rise

The additional high-frequency harmonic losses in the stator of an electrical machine are a consequence of pulse-width modulation (PWM). These losses are mainly due to the added harmonics from the PWM supply, which increases the eddy current and hysteresis losses in the iron sheets. In this paper, high-frequency harmonic losses are studied using a specially constructed 5-kW, four-pole squirrel cage induction machine equipped with 18 Pt-100 sensors. To enable observation of differences in local temperature rise, the same operating points of the motor are measured for generator supply providing a sinusoidal voltage and for converter supply. These findings are further supported by a complementary simulation in which the same motor is modeled using the finite element method (FEM) for both power supply configurations. The differences in temperature rise can be directly used to indicate the location of the increased losses due to PWM supply. In addition, the harmonic power of the supply waveforms recorded in the experimental tests with different switching frequencies are extracted and compared with the temperature rises to verify the loss increase. It is found that the losses behave similarly to the increase in temperature, thus confirming their correctness.

Authors

Institutions

Publication Details

Published
2025-05-18
DOI
https://doi.org/10.1109/iemdc60492.2025.11061066
Primary Topic
Machine Fault Diagnosis Techniques
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

High-Frequency Harmonic Loss Location Verification Using Temperature Rise

Janne Nerg, Lassi Aarniovuori, Matias Tiihonen, Hannu Kärkkäinen et al.
Machine Fault Diagnosis Techniques
article

High-Frequency Harmonic Loss Location Verification Using Temperature Rise

Janne Nerg, Lassi Aarniovuori, Matias Tiihonen, Hannu Kärkkäinen, Miroslav Lípa
article en

Abstract

The additional high-frequency harmonic losses in the stator of an electrical machine are a consequence of pulse-width modulation (PWM). These losses are mainly due to the added harmonics from the PWM supply, which increases the eddy current and hysteresis losses in the iron sheets. In this paper, high-frequency harmonic losses are studied using a specially constructed 5-kW, four-pole squirrel cage induction machine equipped with 18 Pt-100 sensors. To enable observation of differences in local temperature rise, the same operating points of the motor are measured for generator supply providing a sinusoidal voltage and for converter supply. These findings are further supported by a complementary simulation in which the same motor is modeled using the finite element method (FEM) for both power supply configurations. The differences in temperature rise can be directly used to indicate the location of the increased losses due to PWM supply. In addition, the harmonic power of the supply waveforms recorded in the experimental tests with different switching frequencies are extracted and compared with the temperature rises to verify the loss increase. It is found that the losses behave similarly to the increase in temperature, thus confirming their correctness.

Lappeenranta-Lahti University of Technology (FI)
Affordable and clean energy
Openalex Percentile: Top 82%
Machine Fault Diagnosis Techniques
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.