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Efficiency monitoring as a strategy for cost effective maintenance of induction motors for minimizing carbon emission and energy consumption

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  • Singh, Gurmeet
  • Anil Kumar, T.Ch.
  • Naikan, V.N.A.

Abstract

Induction motors are the major source of energy consumption in industries. Research work available on motor efficiency and energy consumption advocates the use of energy efficient motors to reduce the power consumption. However, these motors are also prone to faults which affects their operational efficiency. Over a period of time, the propagation of fault in the motor leads to the further drop in the efficiency which increases motor running loss. This loss is generally ignored by most of the researchers and managers and is a hidden cost borne by the industries. In this paper running of faulty induction motors and its associated financial losses have been addressed. It has been assumed that for a motor running at constant load, fault propagation leads to further drop in its efficiency. Three simulated scenarios: linear, exponential and quadratic drop in efficiency have been considered for estimation of running loss. An algorithm has also been proposed for planning maintenance actions based on operational losses due to faulty motor. This paper also highlights how efficiency and condition monitoring helps in reducing CO2 emission.

Suggested Citation

  • Singh, Gurmeet & Anil Kumar, T.Ch. & Naikan, V.N.A., 2019. "Efficiency monitoring as a strategy for cost effective maintenance of induction motors for minimizing carbon emission and energy consumption," Reliability Engineering and System Safety, Elsevier, vol. 184(C), pages 193-201.
    • Handle: RePEc:eee:reensy:v:184:y:2019:i:c:p:193-201
    DOI: 10.1016/j.ress.2018.02.015
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    References listed on IDEAS

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    1. Hasanuzzaman, M. & Rahim, N.A. & Saidur, R. & Kazi, S.N., 2011. "Energy savings and emissions reductions for rewinding and replacement of industrial motor," Energy, Elsevier, vol. 36(1), pages 233-240.
    2. Sujitjorn, S. & Areerak, K. -L., 2004. "Numerical approach to loss minimization in an induction motor," Applied Energy, Elsevier, vol. 79(1), pages 87-96, September.
    3. Niu, Gang & Yang, Bo-Suk & Pecht, Michael, 2010. "Development of an optimized condition-based maintenance system by data fusion and reliability-centered maintenance," Reliability Engineering and System Safety, Elsevier, vol. 95(7), pages 786-796.
    4. Thirugnanasambandam, M. & Hasanuzzaman, M. & Saidur, R. & Ali, M.B. & Rajakarunakaran, S. & Devaraj, D. & Rahim, N.A., 2011. "Analysis of electrical motors load factors and energy savings in an Indian cement industry," Energy, Elsevier, vol. 36(7), pages 4307-4314.
    5. Andrade, Cássio Tersandro de Castro & Pontes, Ricardo Silva Thé, 2017. "Economic analysis of Brazilian policies for energy efficient electric motors," Energy Policy, Elsevier, vol. 106(C), pages 315-325.
    6. Saidur, R. & Rahim, N.A. & Ping, H.W. & Jahirul, M.I. & Mekhilef, S. & Masjuki, H.H., 2009. "Energy and emission analysis for industrial motors in Malaysia," Energy Policy, Elsevier, vol. 37(9), pages 3650-3658, September.
    7. Garcia, Agenor Gomes Pinto & Szklo, Alexandre S. & Schaeffer, Roberto & McNeil, Michael A., 2007. "Energy-efficiency standards for electric motors in Brazilian industry," Energy Policy, Elsevier, vol. 35(6), pages 3424-3439, June.
    8. Muller, Alexandre & Suhner, Marie-Christine & Iung, Benoît, 2008. "Formalisation of a new prognosis model for supporting proactive maintenance implementation on industrial system," Reliability Engineering and System Safety, Elsevier, vol. 93(2), pages 234-253.
    9. Li, Yunhua & Liu, Mingsheng & Lau, Josephine & Zhang, Bei, 2015. "A novel method to determine the motor efficiency under variable speed operations and partial load conditions," Applied Energy, Elsevier, vol. 144(C), pages 234-240.
    10. Chua, K.J. & Chou, S.K. & Yang, W.M. & Yan, J., 2013. "Achieving better energy-efficient air conditioning – A review of technologies and strategies," Applied Energy, Elsevier, vol. 104(C), pages 87-104.
    11. Marinakis, Vangelis & Doukas, Haris & Karakosta, Charikleia & Psarras, John, 2013. "An integrated system for buildings’ energy-efficient automation: Application in the tertiary sector," Applied Energy, Elsevier, vol. 101(C), pages 6-14.
    12. Zio, Enrico & Gola, Giulio, 2009. "A neuro-fuzzy technique for fault diagnosis and its application to rotating machinery," Reliability Engineering and System Safety, Elsevier, vol. 94(1), pages 78-88.
    13. Lu, Shyi-Min, 2016. "A review of high-efficiency motors: Specification, policy, and technology," Renewable and Sustainable Energy Reviews, Elsevier, vol. 59(C), pages 1-12.
    14. Akbaba, Mehmet, 1999. "Energy conservation by using energy efficient electric motors," Applied Energy, Elsevier, vol. 64(1-4), pages 149-158, September.
    15. Saidur, R. & Rahim, N.A. & Masjuki, H.H. & Mekhilef, S. & Ping, H.W. & Jamaluddin, M.F., 2009. "End-use energy analysis in the Malaysian industrial sector," Energy, Elsevier, vol. 34(2), pages 153-158.
    16. Langeron, Y. & Grall, A. & Barros, A., 2015. "A modeling framework for deteriorating control system and predictive maintenance of actuators," Reliability Engineering and System Safety, Elsevier, vol. 140(C), pages 22-36.
    17. Sun, Li & Zhang, Nong, 2015. "Design, implementation and characterization of a novel bi-directional energy conversion system on DC motor drive using super-capacitors," Applied Energy, Elsevier, vol. 153(C), pages 101-111.
    18. Saidur, R., 2010. "A review on electrical motors energy use and energy savings," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(3), pages 877-898, April.
    19. Tahan, Mohammadreza & Tsoutsanis, Elias & Muhammad, Masdi & Abdul Karim, Z.A., 2017. "Performance-based health monitoring, diagnostics and prognostics for condition-based maintenance of gas turbines: A review," Applied Energy, Elsevier, vol. 198(C), pages 122-144.
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