Performance Characterization of Random Pulse Width Modulation Algorithms in Industrial and Commercial Adjustable-Speed Drives
One of the problems of the pulse-width-modulation (PWM)-controlled ac machines is the acoustic noise that could become unacceptable when used in sensitive environments. Random PWM (RPWM) in industrial and commercial adjustable-speed drives (ASD) results in the partial transfer of power from the disc...
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| Vydané v: | IEEE transactions on industry applications Ročník 53; číslo 2; s. 1078 - 1087 |
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| Hlavní autori: | , , , |
| Médium: | Journal Article |
| Jazyk: | English |
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IEEE
01.03.2017
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| ISSN: | 0093-9994, 1939-9367 |
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| Abstract | One of the problems of the pulse-width-modulation (PWM)-controlled ac machines is the acoustic noise that could become unacceptable when used in sensitive environments. Random PWM (RPWM) in industrial and commercial adjustable-speed drives (ASD) results in the partial transfer of power from the discrete spectrum (narrowband noise) of the output voltage to the continuous spectrum (wideband noise), with advantageous effects on reducing the acoustic noise in the motor drive system. In this paper, the theoretical power spectrum analysis as the basis for RPWM is presented. Five state-of-the-art RPWM strategies, their voltage, current, and acoustic noise spectra characteristics are quantitatively evaluated. The PWM schemes and theoretical analysis are validated through a 2.2-kW 380-V 50-Hz ASD induction machine experimental setup. The results provide valuable data for practicing engineering community to choose the best option in real-world applications. |
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| AbstractList | One of the problems of the pulse-width-modulation (PWM)-controlled ac machines is the acoustic noise that could become unacceptable when used in sensitive environments. Random PWM (RPWM) in industrial and commercial adjustable-speed drives (ASD) results in the partial transfer of power from the discrete spectrum (narrowband noise) of the output voltage to the continuous spectrum (wideband noise), with advantageous effects on reducing the acoustic noise in the motor drive system. In this paper, the theoretical power spectrum analysis as the basis for RPWM is presented. Five state-of-the-art RPWM strategies, their voltage, current, and acoustic noise spectra characteristics are quantitatively evaluated. The PWM schemes and theoretical analysis are validated through a 2.2-kW 380-V 50-Hz ASD induction machine experimental setup. The results provide valuable data for practicing engineering community to choose the best option in real-world applications. |
| Author | Lee, Kevin Zhengyu Lu Wenxi Yao Guangtong Shen |
| Author_xml | – sequence: 1 givenname: Kevin surname: Lee fullname: Lee, Kevin email: kevinlee@eaton.com organization: Controls & Power Conversion Div., Eaton Corp., Menomonee Falls, WI, USA – sequence: 2 surname: Guangtong Shen fullname: Guangtong Shen email: gt@purdue.edu organization: Purdue Univ., West Lafayette, IN, USA – sequence: 3 surname: Wenxi Yao fullname: Wenxi Yao email: ywxi@zju.edu.cn organization: Zhejiang Univ., Hangzhou, China – sequence: 4 surname: Zhengyu Lu fullname: Zhengyu Lu email: eeluzy@cee.zju.edu.cn organization: Nat. Key Lab. of Power Electron., Zhejiang Univ., Hangzhou, China |
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| Cites_doi | 10.1109/ECCE.2015.7309757 10.1109/JPROC.2002.1015007 10.1109/TPEL.2004.839824 10.1109/APEC.1991.146142 10.1109/TPEL.2008.2006613 10.1109/28.315226 10.1109/TIE.2009.2031185 10.1109/63.321030 10.1109/TIE.2012.2196892 10.1109/63.471288 10.1109/TPEL.2010.2087361 10.1109/TIE.2014.2374557 10.1049/ip-epa:20000582 10.1109/TIA.1987.4504993 10.1109/63.849046 10.1109/41.857968 10.1109/ECCE.2015.7310613 10.1109/28.54252 10.1109/PCICON.2000.882782 10.1109/SSAP.2000.870148 10.1109/28.395292 10.1049/ip-epa:20020244 10.1109/41.993282 10.1109/TIE.2010.2076417 10.1109/PEDES.2014.7042071 10.1109/TPEL.2008.2002091 10.1109/41.720326 10.1109/41.564155 10.1109/TIE.2012.2190371 |
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| SubjectTerms | AC motor drives Acoustic noise acoustic signal analysis Harmonic analysis induction machines pulse width modulated (PWM) inverters Pulse width modulation random variables Switches Switching frequency Variable speed drives |
| Title | Performance Characterization of Random Pulse Width Modulation Algorithms in Industrial and Commercial Adjustable-Speed Drives |
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