Prediction of vacuum cleaner motor brush life: A regression approach

IET Electric Power Applications

Volumn 9, Issue 9, 2015, Pages 569-577

  Benedik, Blaž ^a   Taškova, Katerina ^b   Tavčar, Jože ^c   Duhovnik, Jože ^c  

^a EMs and Home Appliances   (Slovenia)

^b JOHANNES GUTENBERG UNIVERSITY   (Germany)

^c UNIVERSITY OF LJUBLJANA   (Slovenia)

Author keywords

[No Author keywords available]

Indexed keywords

ENERGY CONSERVATION; POPULATION STATISTICS; PRODUCT DESIGN; REGRESSION ANALYSIS; WEAR OF MATERIALS;

EMPIRICAL MODELLING; EUROPEAN MANUFACTURERS; MOTOR PARAMETERS; MULTIPLE REGRESSION ANALYSIS; OPTIMAL DESIGN; RELIABILITY DATA; RELIABILITY ENGINEERS; WEAR MECHANISMS;

VACUUM CLEANERS;

EID: 84947301897     PISSN: 17518660     EISSN: 17518679     Source Type: Journal    
DOI: 10.1049/iet-epa.2014.0437     Document Type: Article

References (33)

1. Commission Regulation (EC) 640/2009: 'Implementing directive 2005/32/Ec of the European parliament and of the council with regard to ecodesign requirements for electric motors', 2009.
2. Boughanmi W., Manata J.P., Roger D.: 'Life cycle assessment of a three-phase electrical machine in continuous operation', IET Electr. Power Appl., 2012, 6, (5), pp. 277-285 (doi: 10.1049/iet-epa.2011.0219).
3. Torrent M., Martinez E., Andrada P.: 'Environmental and life cycle cost analysis of one switched reluctance motor drive and two inverter-fed induction motor drives', IET Electr. Power Appl., 2012, 6, (7), pp. 390-398 (doi: 10.1049/iet-epa.2011.0320).
4. Commission Regulation (EC) 666/2013: 'Implementing directive 2005/32/Ec of the European parliament and of the council with regard to ecodesign requirements for electric motors', 2013.
5. Nelson W.B.: 'Accelerated testing: Statistical models, test plans, and data analysis' (Wiley, 2009).
6. Finley W.R.: 'Troubleshooting Induction Motors'. IEEE Industry Applications Conf., 2000, pp. 3491-3498.
7. Braunovic M., Myshkin N.K., Konchits V.V.: 'Electrical contacts: fundamentals, applications and technology' (Taylor & Francis, 2006).
8. Hu Z.L., Chen Z.H., Xia J.T.: 'Study on surface film in the wear of electrographite brushes against copper commutators for variable current and humidity', Wear, 2008, 264, (1-2), pp. 11-17 (doi: 10.1016/j.wear.2007.01.034).
9. Groth K., Heidenfelder F., Holinski R.: 'Advancements of tribological performance of carbon brushes in electrical motors', Ind. Lubr. Tribol., 2001, 53, (1), pp. 5-10 (doi: 10.1108/00368790110366398).
10. Ma W., Lu J.: 'Effect of sliding speed on surface modification and tribological behavior of copper-graphite composite', Tribol. Lett., 2011, 41, (2), pp. 363-370 (doi: 10.1007/s11249-010-9718-x).
11. Yasar I., Canakci A., Arslan F.: 'The effect of brush spring pressure on the wear behaviour of copper-graphite brushes with electrical current', Tribol. Int., 2007, 40, (9), pp. 1381-1386 (doi: 10.1016/j.triboint.2007.03.005).
12. Rajkumar K., Kundu K., Aravindan S.: 'Accelerated wear testing for evaluating the life characteristics of copper-graphite tribological composite', Mater. Des., 2011, 32, (5), pp. 3029-3035 (doi: 10.1016/j.matdes.2011.01.046).
13. El-Refaie A.M.F., Aziz M.M.A., Khorshid S.A.Y.: 'Effect of combined velocity and pressure on life time of carbon brushes', IEEE Trans. Energy Convers., 2000, 15, (2), pp. 176-180 (doi: 10.1109/60.866996).
14. Ma X.C., He G.Q., He D.H.: 'Sliding wear behavior of copper-graphite composite material for use in maglev transportation system', Wear, 2008, 265, (7-8), pp. 1087-1092 (doi: 10.1016/j.wear.2008.02.015).
15. Flinders F., Zhang J., Oghanna W.: 'Investigation on excessive commutator and brush wears in dc traction machines'. IEEE Int. Conf. on Power Electronics and Drive Systems, 1999, pp. 200-205.
16. Hamilton R.J.: 'Dc motor brush life', IEEE Trans. Ind. Appl., 2000, 36, (6), pp. 1682-1687 (doi: 10.1109/28.887222).
17. Thompson J.E., Turner M.J.B.: 'The wear of graphite sliding on a steel surface and the influence of an electric current on the rate of wear'. Proc. Inst. Elect. Engrs., Pi. A, 1962, pp. 235-242.
18. Holm R., Bauer R.M., Emmett D.F.: 'Brush wear during commutation', IEEE Trans. Power Appar. Syst., 1966, 85, (1), pp. 84-88 (doi: 10.1109/TPAS.1966.291524).
19. RADC-TR-75-178: 'Reliability model for miniature blowers per Mil-B-23071b' (Center, D.T.I., 1975), pp. 1-121.
20. RADC-TR-77-408: 'Electric motor reliability model' (Center, D.T.I., 1977), pp. 1-107.
21. MIL-HDBK-217F: 'Reliability prediction of electronic equipment', 1991.
22. Biček A., Markič I., Rihtaršič J.: 'Influence of cover outlet geometry on noise spectra of wet vacuum cleaner suction units'. Congress of the Alps Adria Acoustics Association, Hrvatsko akustičko društvo, 2012, pp. 1-8.
23. Tinta D., Petrovčič J., Benko U.: 'Fault diagnosis of vacuum cleaner motors', Control Eng. Pract., 2005, 13, (2), pp. 177-187 (doi: 10.1016/j.conengprac.2004.03.001).
24. Rihtaršič J., Šubelj M., Hočevar M.: 'Flow analysis through the centrifugal impeller of a vacuum cleaner unit', J. Mech. Eng., 2008, 54, (2), pp. str. 81-93.
25. DIN EN 60335-2-2: 'Safety of household and similar electrical appliances, Part 2: Particular requirements for vacuum cleaners and water suction cleaning appliances', 2007.
26. The MathWorks, Inc.: 'Matlab and Statistics Toolbox Release 2012b' (Natick, Massachusetts, USA, 2012).
27. Marsaglia G., Tsang W.W., Wang J.: 'Evaluating Kolmogorov's distribution', J. Stat. Softw., 2003, 8, (18), pp. 1-4 (doi: 10.18637/jss.v008.i18).
28. Farrar D.E., Glauber R.R.: 'Multicollinearity in regression analysis: the problem revisited', Rev. Economics Stat., 1967, 49, (1), p. 15 (doi: 10.2307/1937887).
29. Escobar L.A., Meeker W.Q.: 'A review of accelerated test models', Stat. Sci., 2006, 21, (4), pp. 552-577 (doi: 10.1214/088342306000000321).
30. Shin W.-G., Lee S.-H.: 'Determination of accelerated condition for brush wear of small brush-type dc motor in using design of experiment (Doe) based on the Taguchi method', J. Mech. Sci. Technol., 2011, 25, (2), pp. 317-322 (doi: 10.1007/s12206-010-1230-6).
31. Skjlberg J.K., Ohma H.F., Runde M.: 'Wear rates and current distribution of carbon brushes on steel slip rings', IEEE Trans. Energy Convers., 2009, 24, (4), pp. 835-840 (doi: 10.1109/TEC.2009.2025416).
32. Slavič J., Boltežar M.: 'Measuring the dynamic forces to identify the friction of a graphite-copper contact for variable temperature and current', Wear, 2006, 260, (9-10), pp. 1136-1144 (doi: 10.1016/j.wear.2005.07.016).
33. Herder D.J., Kerber W.: 'The effects of temperature, humidity, and current on collector ring and brush wear', Power Appar. Syst. III, 1961, 80, (3), pp. 543-547 (doi: 10.1109/AIEEPAS.1961.4501089).