Integration of FMEA method and overall equipment effectiveness to increase effectiveness of TS analyzer machine

Authors

DOI:

https://doi.org/10.30656/jsmi.v6i1.4368

Keywords:

Coal laboratory, Downtime, FMEA, OEE, Six big losses

Abstract

Total Sulfur Analyzer (TS Analyzer) is one of the machines in the laboratory to test the total sulfur content contained in coal samples. Technically, specifications and use are regulated by international standards. In 2020, the downtime of these tools was very high, causing the productivity of surveyors to decrease. Low productivity will have an impact on the company's losses. The productivity of this equipment and machines is crucial to maintaining the company's success in its business processes. This study aims to measure the effectiveness of the operational performance of the TS Analyzer machine in the laboratory, analyze the causative factors and make improvements. This research uses the integration method of Failure Mode And Effect Analysis (FMEA) and Overall Equipment Effectiveness (OEE). Based on the analysis of the causes of the problem, the low OEE value is caused by the high breakdown loss. Based on the FMEA analysis, it was found that the operator was wrong in operating the machine with RPN 343, electrical instability with RPN 343, unstable temperature with RPN 343 and improper thermocouple installation. The results showed that the OEE value of the TS Analyzer machine has increased after the improvement.

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References

M. Rebezov et al., “Improvement of Laboratory Services When using Sample Preparation in Microwave System,†Int. J. Curr. Res. Rev., vol. 12, no. 16, pp. 29–33, 2020, doi: https://doi.org/10.31782/IJCRR.2020.12167.

E. Yulian Triblas Adesta and H. Agung Prabowo, “Total Productive Maintenance (TPM) Implementation Based on Lean Manufacturing Tools in Indonesian Manufacturing Industries,†Int. J. Eng. Technol., vol. 7, no. 3.7, pp. 156–159, Jul. 2018, doi: https://doi.org/10.14419/ijet.v7i3.7.16261.

H. A. Prabowo, Y. B. Suprapto, and F. Farida, “The evaluation of eight pillars total productive maintenance (TPM) implementation and their impact on overall equipment effectiveness (OEE) and waste,†SINERGI, vol. 22, no. 1, pp. 13–18, Feb. 2018, doi: https://doi.org/10.22441/sinergi.2018.1.003.

M. S. Hervian and C. Soekardi, “Improving Productivity Based on Evaluation Score of Overall Equipment Effectiveness (OEE) Using DMAIC Approach on Blistering Machine,†Int. J. Sci. Res., vol. 5, no. 7, pp. 736–739, Jul. 2016, doi: https://doi.org/10.21275/v5i7.ART2016204.

J. Daily and J. Peterson, “Predictive Maintenance: How Big Data Analysis Can Improve Maintenance BT - Supply Chain Integration Challenges in Commercial Aerospace: A Comprehensive Perspective on the Aviation Value Chain,†K. Richter and J. Walther, Eds. Cham: Springer International Publishing, 2017, pp. 267–278. doi: https://doi.org/10.1007/978-3-319-46155-7_18

H. PaÄaiová and G. Ižaríková, “Base Principles and Practices for Implementation of Total Productive Maintenance in Automotive Industry,†Qual. Innov. Prosper., vol. 23, no. 1, pp. 45–59, Mar. 2019, doi: https://doi.org/10.12776/qip.v23i1.1203.

S. Sunadi, H. H. Purba, and E. Paulina, “Overall Equipment Effectiveness to Increase Productivity of Injection Molding Machine: A Case Study in Plastic Manufacturing Industry,†ComTech Comput. Math. Eng. Appl., vol. 12, no. 1, pp. 53–64, May 2021, doi: https://doi.org/10.21512/comtech.v12i1.6706.

J. Steer, M. Greenslade, and R. Marsh, “A Comparison of Laboratory Coal Testing with the Blast Furnace Process and Coal Injection,†Metals , vol. 11, no. 9. 2021, doi: https://doi.org/10.3390/met11091476.

Sukanta, B. N., Setiawan, and D. A. Sari, “Analysis of Overall Equipment Effectiveness in Fanuc Line 1 Machines by Minimizing six big losses,†J. Sustain. Eng. Proc. Ser., vol. 1, no. 2, pp. 164–173, Sep. 2019, doi: https://doi.org/10.35793/joseps.v1i2.22.

A. Sutoni, W. Setyawan, and T. Munandar, “Total Productive Maintenance (TPM) Analysis on Lathe Machines using the Overall Equipment Effectiveness Method and Six Big Losses,†J. Phys. Conf. Ser., vol. 1179, no. 1, p. 012089, Jul. 2019, doi: https://doi.org/10.1088/1742-6596/1179/1/012089.

E. P. Petuhova, I. A. Bogonosova, A. V. Vorobeva, O. A. Sagina, and S. E. Hodak, “The effectiveness of the introduction of new equipment in the test laboratory center,†IOP Conf. Ser. Earth Environ. Sci., vol. 677, no. 5, p. 052048, Mar. 2021, doi: https://doi.org/10.1088/1755-1315/677/5/052048.

A. Y. Tobe, D. Widhiyanuriyawan, and L. Yuliati, “The Integration of Overall Equipment Effectiveness (OEE) Method and Lean Manufacturing Concept To Improve Production Performance (Case Study: Fertilizer Producer),†J. Eng. Manag. Ind. Syst., vol. 5, no. 2, pp. 102–108, Mar. 2018, doi: https://doi.org/10.21776/ub.jemis.2017.005.02.7.

J. Arturo Garzaâ€Reyes, S. Eldridge, K. D. Barber, and H. Sorianoâ€Meier, “Overall equipment effectiveness (OEE) and process capability (PC) measures,†Int. J. Qual. Reliab. Manag., vol. 27, no. 1, pp. 48–62, Jan. 2010, doi: https://doi.org/10.1108/02656711011009308.

D. Nusraningrum and Z. Arifin, “Analysis of Overall Equipment Effectiveness (OEE) on Engine Power Plant Performance,†KnE Soc. Sci., vol. 3, no. 10, pp. 1270–1279, Nov. 2018, doi: https://doi.org/10.18502/kss.v3i10.3468.

L. Setiawan, “Literature Review of the Application of Total Productive Maintenance (TPM) in various industries in Indonesia,†IJIEM - Indones. J. Ind. Eng. Manag., vol. 2, no. 1, pp. 16–14, Feb. 2021, doi: https://doi.org/10.22441/ijiem.v2i1.10328.

S. Nakajima, Introduction to TPM: total productive maintenance. Productivity Press, Inc, 1988. Available: https://books.google.co.id/books?id=XKc28H3JeUUC

B. F. P. A. Marfinov and A. J. Pratama, “Overall Equipment Effectiveness (OEE) Analysis to Minimize Six Big Losses in Continuous Blanking Machine,†IJIEM - Indones. J. Ind. Eng. Manag., vol. 1, no. 1, pp. 25–32, Feb. 2020, doi: https://doi.org/10.22441/ijiem.v1i1.8037.

T. Ylipää, A. Skoogh, J. Bokrantz, and M. Gopalakrishnan, “Identification of maintenance improvement potential using OEE assessment,†Int. J. Product. Perform. Manag., vol. 66, no. 1, pp. 126–143, Jan. 2017, doi: https://doi.org/10.1108/IJPPM-01-2016-0028.

S. San and H. H. Purba, “A Systematic Literature Review of Total Productive Maintenance On Industries,†Performa Media Ilm. Tek. Ind., vol. 20, no. 2, pp. 97–108, Nov. 2021, doi: https://doi.org/10.20961/performa.20.2.50087.

I. Setiawan, “Integration of Total Productive Maintenance and Industry 4.0 to increase the productivity of NC Bore machines in the Musical Instrument Industry,†in Proceedings of the 11th Annual International Conference on Industrial Engineering and Operations Management Singapore, 2021, pp. 4701–4711. Available: http://www.ieomsociety.org/singapore2021/papers/826.pdf.

F. Nurprihatin, M. Angely, and H. Tannady, “Total productive maintenance policy to increase effectiveness and maintenance performance using overall equipment effectiveness,†J. Appl. Res. Ind. Eng., vol. 6, no. 3, pp. 184–199, 2019, doi: https://doi.org/10.22105/jarie.2019.199037.1104.

A. Zuniawan, “A Systematic Literature Review of Failure Mode and Effect Analysis (FMEA) Implementation in Industries,†IJIEM - Indones. J. Ind. Eng. Manag., vol. 1, no. 2, pp. 59–68, 2020, doi: https://doi.org/10.22441/ijiem.v1i2.9862.

H. Schneider and D. H. Stamatis, “Failure Mode and Effect Analysis: FMEA from Theory to Execution,†Technometrics, vol. 38, no. 1, p. 80, Feb. 1996, doi: https://doi.org/10.2307/1268911.

Z. F. Hunusalela, S. Perdana, and R. Usman, “Analysis of productivity improvement in hard disc spare parts production machines based on OEE, FMEA, and fuzzy value in Batam,†IOP Conf. Ser. Mater. Sci. Eng., vol. 508, no. 1, p. 012086, May 2019, doi: https://doi.org/10.1088/1757-899X/508/1/012086.

R. Alfatiyah and S. Bastuti, “Improving the Effectiveness of Primary Rolling Machine with OEE and Six Big Losses Method,†SINTEK J., vol. 14, no. 2, pp. 85–93, 2020. Available: https://jurnal.umj.ac.id/index.php/sintek/article/view/6151.

H. H. Purba and E. Wijayanto, “Analysis of Overall Equipment Effectiveness (OEE) with Total Productive Maintenance Method on Jig Cutting: A Case Study in Manufacturing Industry Packing development View project an analysis of the effect of Total Quality Management application on competi,†2018. Available: http://jsaer.com/download/vol-5-iss-7-2018/JSAER2018-05-07-397-406.pdf.

F. Saleem, S. Nisar, M. A. Khan, S. Z. Khan, and M. A. Sheikh, “Overall equipment effectiveness of tyre curing press: a case study,†J. Qual. Maint. Eng., vol. 23, no. 1, pp. 39–56, Mar. 2017, doi: https://doi.org/10.1108/JQME-06-2015-0021.

B. Manjunatha, T. R. Srinivas, and C. G. Ramachandra, “Implementation of total productive maintenance (TPM) to increase overall equipment efficiency of an hotel industry,†in MATEC Web of Conferences, Jan. 2018, vol. 144, p. 05004, doi: https://doi.org/10.1051/matecconf/201714405004.

A. Rozak, C. Jaqin, and H. Hasbullah, “Increasing Overall Equipment Effectiveness in Automotive Company Using DMAIC and FMEA Method,†J. Eur. des Systèmes Autom., vol. 53, no. 1, pp. 55–60, Feb. 2020, doi: https://doi.org/10.18280/jesa.530107.

F. Y. Agung and A. Siahaan, “Overall Equipment Effectiveness (OEE) Through Total Productive Maintenance (TPM) Practices: a Case Study in Chemical Industry,†Emerg. Mark. Bus. Manag. Stud. J., vol. 7, no. 1, pp. 23–36, Jun. 2020, doi: https://doi.org/10.33555/ijembm.v7i1.124.

J. W. Creswell, Research Design: Qualitative, Quantitative, and Mixed Methods Approaches. SAGE Publications, 2014. Available: https://books.google.co.id/books?id=4uB76IC_pOQC

Hendra, I. Setiawan, Hernadewita, and Hermiyetti, “Evaluation of Product Quality Improvement Against Waste in the Electronic Musical Instrument Industry,†J. Ilm. Tek. Elektro Komput. dan Inform., vol. 7, no. 3, pp. 402–411, 2021, doi: https://doi.org/10.26555/jiteki.v7i3.21904.

B. Setiawan, E. Rimawan, and D. S. Saroso, “Quality Improvement Using The DMAIC Method To Reduce Defect Product In The PVC Compounds Industry,†Nat. Volatiles Essentil Oils, vol. 8, no. 4, pp. 5388–5405, 2021. Available: https://www.nveo.org/index.php/journal/article/view/1172

J. A. Saifuddin, I. Nugraha, and Y. C. Winursito, “Production Machine Effectiveness Analysis Using Overall Equipment Effectiveness (OEE) and Root Cause Analysis,†in Nusantara Science and Technology Proceedings, 2021, pp. 320–328. Available: http://www.nstproceeding.com/index.php/nuscientech/article/view/526.

I. S. Muthalib, M. Rusman, and G. L. Griseldis, “Overall Equipment Effectiveness (OEE) analysis and Failure Mode and Effect Analysis (FMEA) on Packer Machines for minimizing the Six Big Losses-A cement industry case,†IOP Conf. Ser. Mater. Sci. Eng., vol. 885, no. 1, 2020, doi: https://doi.org/10.1088/1757-899X/885/1/012061.

D. Mahto and A. Kumar, “Application of root cause analysis in improvement of product quality and productivity,†J. Ind. Eng. Manag., vol. 1, no. 2, pp. 16–53, 2008, doi: https://doi.org/10.3926/jiem..v1n2.p16-53.

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Published

2022-06-30

How to Cite

[1]
W. Atikno and L. H. Kusumah, “Integration of FMEA method and overall equipment effectiveness to increase effectiveness of TS analyzer machine”, j. sist. manaj. ind., vol. 6, no. 1, pp. 56–66, Jun. 2022.

Issue

Vol. 6 No. 1 (2022)

Section

Research Article

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