Research Article
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Year 2023, Volume: 9 Issue: 4, 979 - 987, 04.08.2023
https://doi.org/10.18186/thermal.1332437

Abstract

References

  • REFERENCES [1] Guo P, Bai N. Wind turbine gearbox condition monitoring with AAKR and moving window statistic methods. Energies 2011;4:20772093. [CrossRef]
  • [2] Jiang G, He H, Yan J, Xie P. Multiscale convolutional neural networks for fault diagnosis of wind turbine gearbox. IEEE Trans Ind Electron 2018;66:31963207. [CrossRef]
  • [3] Wang T, Han Q, Chu F, Feng Z. Vibration based condition monitoring and fault diagnosis of wind turbine planetary gearbox: A review. Mech Syst Signal Process 2019;126:662685. [CrossRef]
  • [4] Nie M, Wang L. Review of condition monitoring and fault diagnosis technologies for wind turbine gearbox. Procedia Cirp 2013;11:287290. [CrossRef]
  • [5] Kumar SK, Muniamuthu S, Mohan A, Amirthalingam P, Muthuraja MA. Effect of charging and discharging process of PCM with paraffin and al 2 o 3 additive subjected to three point temperature locations. J Ecol Eng 2022;23:3442. [CrossRef]
  • [6] Zhi-Ling Y, Bin W, Xing-Hui D, Hao LIU. Expert system of fault diagnosis for gear box in wind turbine. Systems Eng Proced 2012;4:189195. [CrossRef]
  • [7] Feng Y, Qiu Y, Crabtree CJ, Long H, Tavner PJ. Use of SCADA and CMS signals for failure detection and diagnosis of a wind turbine gearbox. In European Wind Energy Conference and Exhibition 2011, EWEC 2011 (pp. 17-19). Sheffield. [CrossRef]
  • [8] Sequeira C, Pacheco A, Galego P, Gorbeña E. Analysis of the efficiency of wind turbine gearboxes using the temperature variable. Renew Energy 2019;135:465472. [CrossRef]
  • [9] Tang M, Zhao Q, Ding SX, Wu H, Li L, Long W, et al. An improved light GBM algorithm for online fault detection of wind turbine gearboxes. Energies 2020;13:807. [CrossRef]
  • [10] Barrett MP, Stover J. Understanding oil analysis and how it can improve the reliability of wind turbine gearboxes. Elk Grove Village, IL, USA: Gear Technology;2013. p. 104111. [CrossRef]
  • [11] Beik O, Al-Adsani AS. Wind turbine multiphase operational trajectory in an all-DC wind generation system. IET Renewable Power Generation 2020;14:29162923. [CrossRef]
  • [12] Chen H, Chen P, Chen W, Wu C, Li J, Wu J. Wind turbine gearbox fault diagnosis based on improved EEMD and Hilbert square demodulation. Appl Sci 2017;7:128. [CrossRef]
  • [13] Salem A, Abu-Siada A, Islam S. A review of condition monitoring techniques of the wind turbines gearbox and rotor. In International Conference on Computer and Electrical Engineering (ICCEE 2013). ETPublishing, 2013. [CrossRef]
  • [14] Fu J, Chu J, Guo P, Chen Z. Condition monitoring of wind turbine gearbox bearing based on deep learning model. IEEE Access 2019;7:5707857087. [CrossRef]
  • [15] Kumar KS, Raju DBN, Arulmani J, Amirthalingam P. Design and structural analysis of liquified cryogenic tank under seismic and operating loading. Int J Mech Eng Technol 2016;7:345366.
  • [16] Muniamuthu S, Kumar KS, Raja K, Rupesh PL. Dynamic characterization of hybrid composite based on flax/E-glass epoxy composite plates. Mater Today: Proceed 2022;59:17861791. [CrossRef]
  • [17] Chougale A, Bhat J, Desai M, Bhapkar U. Effect of operating parameters of worm gearbox on lubricant oil temperature. Mater Today Proceed 2022;52:22012204. [CrossRef]
  • [18] Sunil Kumar K, Babu JM, Venu H, Muthuraja A. Waste plastic as a source of biofuel for stationary diesel engine: a critical review. Int J Ambient Energy 2022;43:85778591. [CrossRef]
  • [19] Arun S, Nagoorvali SK, Kumar KS, Mohan GS. Automation of main bearing bolt and cap loosening machine for automobile crankshaft. Int J Mech Eng Technol 2017;8:4149.
  • [20] Kumar S, Muniamuthu S, Tharanisrisakthi BT. An investigation to estimate the maximum yielding capability of power for mini venturi wind turbine. Ecol Eng Environ Technol 2022;23:7278. [CrossRef]
  • [21] Kumar KS, Muniamuthu DS, Arun S, Mohan A. Identification experimental analysis of noise and vibration reduction in windmill gear box for 5mw wind turbine. Int J Mech Eng Technol 2017;8:4149.
  • [22] Marques PM, Fernandes CM, Martins RC, Seabra JH. Power losses at low speed in a gearbox lubricated with wind turbine gear oils with special focus on churning losses. Tribol Int 2013;62:186197. [CrossRef]
  • [23] Feng Y, Qiu Y, Crabtree CJ, Long H, Tavner PJ. Monitoring wind turbine gearboxes. Wind Energy 2013;16:728740. [CrossRef]
  • [24] De Azevedo HD, de Arruda Filho PH, Araújo AM, Bouchonneau N, Rohatgi JS, de Souza RM. Vibration monitoring, fault detection, and bearings replacement of a real wind turbine. J Brazil Soc Mech Sci Eng 201739:38373848. [CrossRef]
  • [25] Kumar S, Kumar P, Barat A, Sinha AK, Sarthi PP, Ranjan P, Singh KK. Characteristics of observed meteorological drought and its linkage with low-level easterly wind over India. Pure Appl Geophysics 2019;176:26792696. [CrossRef]
  • [26] Gupta N. A review on the inclusion of wind generation in power system studies. Renew Sustain Energy Rev 2016;59:530543. [CrossRef]
  • [27] Meng T. Study on Plant Load Factor of Wind Power CDM Projects, 2013.
  • [28] Sunil Kumar K, Bishnoi D. Pressure exertion and heat dissipation analysis on uncoated and ceramic (Al2O3, TiO2 and ZrO2) coated braking pads. Mater Today Proceed 2022;74:774784. [CrossRef]

Measurement of temperature flow analysis by condition monitoring system for WTG gear box to evaluate the thermal performance associated with plant load factor

Year 2023, Volume: 9 Issue: 4, 979 - 987, 04.08.2023
https://doi.org/10.18186/thermal.1332437

Abstract

This research work is mainly focused on the performance of the wind turbine power plant. The performance of the plant will depends on the working of wind turbine gearbox. Hence the parameters taken like inlet velocity of air, inlet temperatures and inlet pressure of the air entering into the gearbox. For experimentation a three stage gearbox has been considered and the data has been recorded for the period of 5 months. These results has been recorded with the help of SCADA software and the results are imported from SCADA for analyzing the minimum and maximum oil temperatures. Since these parameters effects directly on the thermal performance of the wind turbine power plant. From the analysis it was found that the temperature sensors for monitoring the oil TM1 and TM2 within temperature limits of 250οC and also the TS1 and TS2 Promises the sensing capacity within temperature limits up to 200 οC and response time is 30 minutes, also the coupling temperatures TC1 and TC2 gives very promising results upto 150 οC for 30 minutes response time.

References

  • REFERENCES [1] Guo P, Bai N. Wind turbine gearbox condition monitoring with AAKR and moving window statistic methods. Energies 2011;4:20772093. [CrossRef]
  • [2] Jiang G, He H, Yan J, Xie P. Multiscale convolutional neural networks for fault diagnosis of wind turbine gearbox. IEEE Trans Ind Electron 2018;66:31963207. [CrossRef]
  • [3] Wang T, Han Q, Chu F, Feng Z. Vibration based condition monitoring and fault diagnosis of wind turbine planetary gearbox: A review. Mech Syst Signal Process 2019;126:662685. [CrossRef]
  • [4] Nie M, Wang L. Review of condition monitoring and fault diagnosis technologies for wind turbine gearbox. Procedia Cirp 2013;11:287290. [CrossRef]
  • [5] Kumar SK, Muniamuthu S, Mohan A, Amirthalingam P, Muthuraja MA. Effect of charging and discharging process of PCM with paraffin and al 2 o 3 additive subjected to three point temperature locations. J Ecol Eng 2022;23:3442. [CrossRef]
  • [6] Zhi-Ling Y, Bin W, Xing-Hui D, Hao LIU. Expert system of fault diagnosis for gear box in wind turbine. Systems Eng Proced 2012;4:189195. [CrossRef]
  • [7] Feng Y, Qiu Y, Crabtree CJ, Long H, Tavner PJ. Use of SCADA and CMS signals for failure detection and diagnosis of a wind turbine gearbox. In European Wind Energy Conference and Exhibition 2011, EWEC 2011 (pp. 17-19). Sheffield. [CrossRef]
  • [8] Sequeira C, Pacheco A, Galego P, Gorbeña E. Analysis of the efficiency of wind turbine gearboxes using the temperature variable. Renew Energy 2019;135:465472. [CrossRef]
  • [9] Tang M, Zhao Q, Ding SX, Wu H, Li L, Long W, et al. An improved light GBM algorithm for online fault detection of wind turbine gearboxes. Energies 2020;13:807. [CrossRef]
  • [10] Barrett MP, Stover J. Understanding oil analysis and how it can improve the reliability of wind turbine gearboxes. Elk Grove Village, IL, USA: Gear Technology;2013. p. 104111. [CrossRef]
  • [11] Beik O, Al-Adsani AS. Wind turbine multiphase operational trajectory in an all-DC wind generation system. IET Renewable Power Generation 2020;14:29162923. [CrossRef]
  • [12] Chen H, Chen P, Chen W, Wu C, Li J, Wu J. Wind turbine gearbox fault diagnosis based on improved EEMD and Hilbert square demodulation. Appl Sci 2017;7:128. [CrossRef]
  • [13] Salem A, Abu-Siada A, Islam S. A review of condition monitoring techniques of the wind turbines gearbox and rotor. In International Conference on Computer and Electrical Engineering (ICCEE 2013). ETPublishing, 2013. [CrossRef]
  • [14] Fu J, Chu J, Guo P, Chen Z. Condition monitoring of wind turbine gearbox bearing based on deep learning model. IEEE Access 2019;7:5707857087. [CrossRef]
  • [15] Kumar KS, Raju DBN, Arulmani J, Amirthalingam P. Design and structural analysis of liquified cryogenic tank under seismic and operating loading. Int J Mech Eng Technol 2016;7:345366.
  • [16] Muniamuthu S, Kumar KS, Raja K, Rupesh PL. Dynamic characterization of hybrid composite based on flax/E-glass epoxy composite plates. Mater Today: Proceed 2022;59:17861791. [CrossRef]
  • [17] Chougale A, Bhat J, Desai M, Bhapkar U. Effect of operating parameters of worm gearbox on lubricant oil temperature. Mater Today Proceed 2022;52:22012204. [CrossRef]
  • [18] Sunil Kumar K, Babu JM, Venu H, Muthuraja A. Waste plastic as a source of biofuel for stationary diesel engine: a critical review. Int J Ambient Energy 2022;43:85778591. [CrossRef]
  • [19] Arun S, Nagoorvali SK, Kumar KS, Mohan GS. Automation of main bearing bolt and cap loosening machine for automobile crankshaft. Int J Mech Eng Technol 2017;8:4149.
  • [20] Kumar S, Muniamuthu S, Tharanisrisakthi BT. An investigation to estimate the maximum yielding capability of power for mini venturi wind turbine. Ecol Eng Environ Technol 2022;23:7278. [CrossRef]
  • [21] Kumar KS, Muniamuthu DS, Arun S, Mohan A. Identification experimental analysis of noise and vibration reduction in windmill gear box for 5mw wind turbine. Int J Mech Eng Technol 2017;8:4149.
  • [22] Marques PM, Fernandes CM, Martins RC, Seabra JH. Power losses at low speed in a gearbox lubricated with wind turbine gear oils with special focus on churning losses. Tribol Int 2013;62:186197. [CrossRef]
  • [23] Feng Y, Qiu Y, Crabtree CJ, Long H, Tavner PJ. Monitoring wind turbine gearboxes. Wind Energy 2013;16:728740. [CrossRef]
  • [24] De Azevedo HD, de Arruda Filho PH, Araújo AM, Bouchonneau N, Rohatgi JS, de Souza RM. Vibration monitoring, fault detection, and bearings replacement of a real wind turbine. J Brazil Soc Mech Sci Eng 201739:38373848. [CrossRef]
  • [25] Kumar S, Kumar P, Barat A, Sinha AK, Sarthi PP, Ranjan P, Singh KK. Characteristics of observed meteorological drought and its linkage with low-level easterly wind over India. Pure Appl Geophysics 2019;176:26792696. [CrossRef]
  • [26] Gupta N. A review on the inclusion of wind generation in power system studies. Renew Sustain Energy Rev 2016;59:530543. [CrossRef]
  • [27] Meng T. Study on Plant Load Factor of Wind Power CDM Projects, 2013.
  • [28] Sunil Kumar K, Bishnoi D. Pressure exertion and heat dissipation analysis on uncoated and ceramic (Al2O3, TiO2 and ZrO2) coated braking pads. Mater Today Proceed 2022;74:774784. [CrossRef]
There are 28 citations in total.

Details

Primary Language English
Subjects Thermodynamics and Statistical Physics
Journal Section Articles
Authors

K Sunıl Kumar 0000-0002-5093-7307

Sumathy Munıamuthu This is me 0000-0002-3895-9386

K Sunıl Kumar 0000-0002-8817-8502

Kala Raja Mohan 0000-0003-2514-9111

Publication Date August 4, 2023
Submission Date January 25, 2022
Published in Issue Year 2023 Volume: 9 Issue: 4

Cite

APA Kumar, K. S., Munıamuthu, S., Kumar, K. S., Mohan, K. R. (2023). Measurement of temperature flow analysis by condition monitoring system for WTG gear box to evaluate the thermal performance associated with plant load factor. Journal of Thermal Engineering, 9(4), 979-987. https://doi.org/10.18186/thermal.1332437
AMA Kumar KS, Munıamuthu S, Kumar KS, Mohan KR. Measurement of temperature flow analysis by condition monitoring system for WTG gear box to evaluate the thermal performance associated with plant load factor. Journal of Thermal Engineering. August 2023;9(4):979-987. doi:10.18186/thermal.1332437
Chicago Kumar, K Sunıl, Sumathy Munıamuthu, K Sunıl Kumar, and Kala Raja Mohan. “Measurement of Temperature Flow Analysis by Condition Monitoring System for WTG Gear Box to Evaluate the Thermal Performance Associated With Plant Load Factor”. Journal of Thermal Engineering 9, no. 4 (August 2023): 979-87. https://doi.org/10.18186/thermal.1332437.
EndNote Kumar KS, Munıamuthu S, Kumar KS, Mohan KR (August 1, 2023) Measurement of temperature flow analysis by condition monitoring system for WTG gear box to evaluate the thermal performance associated with plant load factor. Journal of Thermal Engineering 9 4 979–987.
IEEE K. S. Kumar, S. Munıamuthu, K. S. Kumar, and K. R. Mohan, “Measurement of temperature flow analysis by condition monitoring system for WTG gear box to evaluate the thermal performance associated with plant load factor”, Journal of Thermal Engineering, vol. 9, no. 4, pp. 979–987, 2023, doi: 10.18186/thermal.1332437.
ISNAD Kumar, K Sunıl et al. “Measurement of Temperature Flow Analysis by Condition Monitoring System for WTG Gear Box to Evaluate the Thermal Performance Associated With Plant Load Factor”. Journal of Thermal Engineering 9/4 (August 2023), 979-987. https://doi.org/10.18186/thermal.1332437.
JAMA Kumar KS, Munıamuthu S, Kumar KS, Mohan KR. Measurement of temperature flow analysis by condition monitoring system for WTG gear box to evaluate the thermal performance associated with plant load factor. Journal of Thermal Engineering. 2023;9:979–987.
MLA Kumar, K Sunıl et al. “Measurement of Temperature Flow Analysis by Condition Monitoring System for WTG Gear Box to Evaluate the Thermal Performance Associated With Plant Load Factor”. Journal of Thermal Engineering, vol. 9, no. 4, 2023, pp. 979-87, doi:10.18186/thermal.1332437.
Vancouver Kumar KS, Munıamuthu S, Kumar KS, Mohan KR. Measurement of temperature flow analysis by condition monitoring system for WTG gear box to evaluate the thermal performance associated with plant load factor. Journal of Thermal Engineering. 2023;9(4):979-87.

IMPORTANT NOTE: JOURNAL SUBMISSION LINK http://eds.yildiz.edu.tr/journal-of-thermal-engineering