Analysis of the Effect of Fabrication Failure Factors and Operational Failure Factors on Equipment Reliability Mediated by Maintenance Technology 4.0 with the Use of SEM (Structural Equation Modelling) Methods (Case Study of Genset Products at PT. XYZ)

Authors

  • Siman SIMAN Khrisnadwipayana University, Indonesia
  • Jenni Ria RAJAGUKGUK Khrisnadwipayana University, Indonesia
  • Suwanda SUWANDA Khrisnadwipayana University, Indonesia

DOI:

https://doi.org/10.38142/ijesss.v5i2.989

Keywords:

Fabrication Failure Factors, Operational Failure Factors, Maintenance Technology 4.0, Equipment Reliability

Abstract

This study aims to analyze the effect of fabrication and operational failure factors on equipment reliability. In addition, this study also examines the impact of fabrication and operational failure factors on Maintenance Technology 4.0 and the impact of Maintenance Technology 4.0 on equipment reliability. This quantitative research was conducted at the genset product of PT XYZ. The sample of this research is the technicians of PT XYZ spread in branches throughout Indonesia, who have run Maintenance Technology 4.0 in the repair and maintenance of gensets. A non-probability sampling method, namely convenience sampling, was used to get the sample used. The number of respondents was 102 technicians. The analytical tool used is SEM-PLS 4.0. The results prove that the fabrication and operational failure factors do not affect the equipment's reliability. In contrast, the fabrication failure factor does not affect Maintenance Technology 4.0 but differs from the operational failure factor, which influences Maintenance Technology 4.0. Next, Maintenance Technology 4.0 affects equipment reliability. Meanwhile, Maintenance Technology 4.0 mediates the effect of operational failure factors on equipment reliability. In addition, Maintenance Technology 4.0 does not mediate the impact of fabrication failure factors on equipment reliability.

 

Downloads

Download data is not yet available.

References

Almobarek, M., Mendibil, K., Alrashdan, A., & Mejjaouli, S. (2022). Fault Types and Frequencies in Predictive Maintenance 4.0 for Chilled Water System at Commercial Buildings: An Industry Survey. Buildings, 12(11). https://doi.org/10.3390/buildings12111995

Al-Najjar, B., Algabroun, H., & Jonsson, M. (2018). Maintenance 4.0 to Fulfill the Demands of Industry 4.0 and Factory of the Future. Journal of Engineering Research and Application, 8(11), 20–31.

Ardhoyo, N. A. W., Sunarto, S., & Alifahmi, H. (2023). Integrated Digital Marketing Communication Strategy of Primago Islamic Boarding School in Building Netizen Cognitive. International Journal of Environmental, Sustainability, and Social Science, 4(4), 1036-1047. https://doi.org/10.38142/ijesss.v4i4.655

Chin, W. W., Todd, Peter A. (1995). On the Use, Usefulness, and Ease of Use of Structural Equation Modelling in MIS Research: A Note of Caution. MIS Quarterly, Vol. 19(2): 237–246. https://doi.org/10.2307/249690

Dhillon, B. S. (2002). Engineering Maintenance: A Modern Approach. CRC Press. https://doi.org/10.1201/9781420031843

Dinwoodie, I. A., & McMillan, D. (2014). Operational Strategies for Offshore Wind Turbines to Mitigate Failure Rate Uncertainty on Operational Costs and Revenue. IET Renewable Power Generation, 8(4), 359–366. https://doi.org/10.1049/iet-rpg.2013.0232

Eyers, D. R., & Potter, A. T. (2015). E-Commerce Channels or Additive Manufacturing: An Exploratory Study. Journal of Manufacturing Technology Management, 26(3), 390–411. https://doi.org/10.1108/JMTM-08-2013-0102

Hair Jr, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2014). Multivariate Data Analysis: Harlow Pearson Education Limited.

Jasiulewicz, K. M., Legutko, S., & Kluk, P. (2020). Maintenance 4.0 Technologies - New Opportunities for Sustainability Driven Maintenance. Management and Production Engineering Review, 11(2), 74–87.

Karoline, R., Sunarto, S., Jamalullai, J., & Ariani, N. (2023). Elaboration Likelihood Model (Elm) as Interpersonal Communication in Persuading Consumers in the Era of Disruption. International Journal of Environmental, Sustainability, and Social Science, 4(4), 1048-1054. https://doi.org/10.38142/ijesss.v4i4.657

Scheu, M. N., Tremps, L., Smolka, U., Kolios, A., & Brennan, F. (2019). A Systematic Failure Mode Effects and Criticality Analysis for Offshore Wind Turbine Systems Towards Integrated Condition-Based Maintenance Strategies. Ocean Engineering, 176(October 2018), 118–133. https://doi.org/10.1016/j.oceaneng.2019.02.048

Downloads

Published

2024-03-31