Non-intrusive Efficiency Estimation of Inverter-Fed Induction Motors
The use of inverter supplies over sinusoidal supplies for induction motors is growing considerably. Inverter supplies enable effective and robust control of induction motors in many automated systems. However, this benefit features at the expense of additional harmonic motor losses due to pulse-widt...
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| Veröffentlicht in: | IEEE transactions on energy conversion 2023-09, Vol.38 (3), p.1-10 |
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| creator | Chirindo, Mathews Mushenya, John Khan, Mohamed A. Barendse, Paul S. |
| description | The use of inverter supplies over sinusoidal supplies for induction motors is growing considerably. Inverter supplies enable effective and robust control of induction motors in many automated systems. However, this benefit features at the expense of additional harmonic motor losses due to pulse-width modulated (PWM) voltages and currents produced by inverter supplies. The quantification of these additional harmonic losses and the estimation of efficiency in a non-intrusive manner can be quite challenging. This paper proposes a non-intrusive efficiency estimation technique for inverter-fed induction motors that is based on harmonic regression analysis, harmonic equivalent circuit parameter estimation and harmonic loss analysis using limited measured data. The efficiency results from the proposed technique are comparable to those obtained using the IEC 60034-2-3 Standard up to 1% accuracy when tested on three different inverter-fed motors at different loads. |
| doi_str_mv | 10.1109/TEC.2023.3242173 |
| format | Article |
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Inverter supplies enable effective and robust control of induction motors in many automated systems. However, this benefit features at the expense of additional harmonic motor losses due to pulse-width modulated (PWM) voltages and currents produced by inverter supplies. The quantification of these additional harmonic losses and the estimation of efficiency in a non-intrusive manner can be quite challenging. This paper proposes a non-intrusive efficiency estimation technique for inverter-fed induction motors that is based on harmonic regression analysis, harmonic equivalent circuit parameter estimation and harmonic loss analysis using limited measured data. 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Inverter supplies enable effective and robust control of induction motors in many automated systems. However, this benefit features at the expense of additional harmonic motor losses due to pulse-width modulated (PWM) voltages and currents produced by inverter supplies. The quantification of these additional harmonic losses and the estimation of efficiency in a non-intrusive manner can be quite challenging. This paper proposes a non-intrusive efficiency estimation technique for inverter-fed induction motors that is based on harmonic regression analysis, harmonic equivalent circuit parameter estimation and harmonic loss analysis using limited measured data. The efficiency results from the proposed technique are comparable to those obtained using the IEC 60034-2-3 Standard up to 1% accuracy when tested on three different inverter-fed motors at different loads.</description><subject>Efficiency</subject><subject>Energy efficiency</subject><subject>Equivalent circuits</subject><subject>Estimation</subject><subject>Harmonic analysis</subject><subject>harmonics</subject><subject>IEC Standards</subject><subject>Induction motors</subject><subject>Inverters</subject><subject>Parameter estimation</subject><subject>Pulse duration modulation</subject><subject>PWM inverters</subject><subject>Regression analysis</subject><subject>Resistance</subject><subject>Robust control</subject><subject>Rotors</subject><subject>System effectiveness</subject><subject>Temperature measurement</subject><subject>Voltage measurement</subject><issn>0885-8969</issn><issn>1558-0059</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNpNkD1PwzAQhi0EEqWwMzBEYna5s-M4HlFJoVKBpcxW69iSK4iL7VTqvyf9GJhOp3veO91DyD3CBBHU07KZThgwPuGsZCj5BRmhEDUFEOqSjKCuBa1Vpa7JTUobACwFwxF5-Qgd9V2OffI7WzTOeeNtZ_ZFk7L_WWUfuiK4Yt7tbMw20plth6btzXHyHnKI6ZZcudV3snfnOiZfs2Y5faOLz9f59HlBDStFpsjRgKva2lalFLjGFkpTrpSTvOVKVsDQVczUuC4tAip0ci2kEsgEOsYUH5PH095tDL-9TVlvQh-74aRmtRByYOBAwYkyMaQUrdPbOHwS9xpBH1zpwZU-uNJnV0Pk4RTx1tp_OPAKkfE_WyRjRw</recordid><startdate>20230901</startdate><enddate>20230901</enddate><creator>Chirindo, Mathews</creator><creator>Mushenya, John</creator><creator>Khan, Mohamed A.</creator><creator>Barendse, Paul S.</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SP</scope><scope>7TB</scope><scope>8FD</scope><scope>FR3</scope><scope>KR7</scope><scope>L7M</scope><orcidid>https://orcid.org/0000-0002-5598-5068</orcidid><orcidid>https://orcid.org/0000-0002-1438-5162</orcidid><orcidid>https://orcid.org/0000-0001-7287-6624</orcidid><orcidid>https://orcid.org/0000-0002-6279-8148</orcidid></search><sort><creationdate>20230901</creationdate><title>Non-intrusive Efficiency Estimation of Inverter-Fed Induction Motors</title><author>Chirindo, Mathews ; Mushenya, John ; Khan, Mohamed A. ; Barendse, Paul S.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c245t-131c0f6d8e64751b1d04c4a9f73d3976021f62c81b4e10191f7b57951251f2293</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Efficiency</topic><topic>Energy efficiency</topic><topic>Equivalent circuits</topic><topic>Estimation</topic><topic>Harmonic analysis</topic><topic>harmonics</topic><topic>IEC Standards</topic><topic>Induction motors</topic><topic>Inverters</topic><topic>Parameter estimation</topic><topic>Pulse duration modulation</topic><topic>PWM inverters</topic><topic>Regression analysis</topic><topic>Resistance</topic><topic>Robust control</topic><topic>Rotors</topic><topic>System effectiveness</topic><topic>Temperature measurement</topic><topic>Voltage measurement</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Chirindo, Mathews</creatorcontrib><creatorcontrib>Mushenya, John</creatorcontrib><creatorcontrib>Khan, Mohamed A.</creatorcontrib><creatorcontrib>Barendse, Paul S.</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005–Present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998–Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><collection>Electronics & Communications Abstracts</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>IEEE transactions on energy conversion</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Chirindo, Mathews</au><au>Mushenya, John</au><au>Khan, Mohamed A.</au><au>Barendse, Paul S.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Non-intrusive Efficiency Estimation of Inverter-Fed Induction Motors</atitle><jtitle>IEEE transactions on energy conversion</jtitle><stitle>TEC</stitle><date>2023-09-01</date><risdate>2023</risdate><volume>38</volume><issue>3</issue><spage>1</spage><epage>10</epage><pages>1-10</pages><issn>0885-8969</issn><eissn>1558-0059</eissn><coden>ITCNE4</coden><abstract>The use of inverter supplies over sinusoidal supplies for induction motors is growing considerably. 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| source | IEEE Electronic Library (IEL) |
| subjects | Efficiency Energy efficiency Equivalent circuits Estimation Harmonic analysis harmonics IEC Standards Induction motors Inverters Parameter estimation Pulse duration modulation PWM inverters Regression analysis Resistance Robust control Rotors System effectiveness Temperature measurement Voltage measurement |
| title | Non-intrusive Efficiency Estimation of Inverter-Fed Induction Motors |
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