Human Reliability Analysis on Fresh Fruit Bunches Sorting Workers

Agustina Hotma Uli Tumanggor(1*), Chynthia Eka Fayuning Tjomiadi(2), Madschen Sia Mei Ol Siska Selvija Tambun(3),

(1) Universitas Sari Mulia
(2) 
(3) 
(*) Corresponding Author
DOI: https://doi.org/10.23917/jiti.v21i2.19713

Abstract

Demand for Crude Palm Oil (CPO) at PT. Wijaya Borneo Tiganna for this year has increased. However, the increase in production was not in line with human error of 74% in the Fresh Fruit Bunches (FFB) Sorting Department from the 80% minimum percentage desired by the company. The purpose of this study was to analyze the reliability value of sorting workers. The method used is the Human Reliability Assessment Method seen from related tasks and context related to identify Human Error Probability (HEP) with a fault tree to provide recommendations for reducing human error. There are 3 types of rework in the TBS Sorting Section. The HEP using the HEART method is 1.1103148 while the CREAM method is 0.10608. The reliability of workers in carrying out tasks can still be improved with skills and accuracy in the sorting and grading of FFB.

Keywords

human reliability assessment; fault tree; task related; context related

Full Text:

PDF

References

Alfatni, M. S. M., Rashid, A., Shariff, M., & Ben, O. M. (2020). Colour Feature Extraction Techniques for Real Time System of Oil Palm Fresh Fruit Bunch Maturity Grading Colour Feature Extraction Techniques for Real Time System of Oil Palm Fresh Fruit Bunch Maturity Grading. https://doi.org/10.1088/1755-1315/540/1/012092

Bakhtiar, B., Syukriah, S., & Iqbal, M. (2022). Measurement of Human Work Reliability Using Systematic Human Error Reduction and Prediction Approach and Human Error Assessment and Reduction Technique Method. International Journal of Engineering, Science and Information Technology, 2(1), 158–166. https://doi.org/10.52088/ijesty.v2i1.244

Chen, X., Liu, X., & Qin, Y. (2021). An extended CREAM model based on analytic network process under the type-2 fuzzy environment for human reliability analysis in the high-speed train operation. Quality and Reliability Engineering International, 37(1), 284–308. https://doi.org/10.1002/qre.2736

Crowley, M. (2020). Foreign Labor Shortages in the Malaysian Palm Oil Industry: Impacts and Recommendations. Asian Journal of Agriculture and Development, 17(2), 1–18. https://doi.org/10.37801/ajad2020.17.2.1

Hasibuan, C. F., Daeng, Y., & Hasibuan, R. R. (n.d.). Human Reliability Assessment Analysis with Human Error Assessment and Reduction Technique (HEART) Method on Sterilizer Station at XYZ Company. https://doi.org/10.1088/1757-899X/851/1/012019

Hassan, A., Mohamed, F., & Maskin, M. (2020). Research reactor operator performance based on the human error assessment and reduction technique (HEART). IOP Conference Series: Materials Science and Engineering, 785(1). https://doi.org/10.1088/1757-899X/785/1/012048

Hou, L. X., Liu, R., Liu, H. C., & Jiang, S. (2021). Two decades on human reliability analysis: A bibliometric analysis and literature review. Annals of Nuclear Energy, 151, 107969. https://doi.org/10.1016/j.anucene.2020.107969

Ishak, A., Ginting, R., & Chandra, V. (2019). The application of lean manufacturing to minimize waste in Crude Palm Oil (CPO) production process at PT. XYZ. IOP Conference Series: Materials Science and Engineering, 505(1). https://doi.org/10.1088/1757-899X/505/1/012143

Kandemir, C., & Celik, M. (2021). Determining the error producing conditions in marine engineering maintenance and operations through HFACS-MMO. Reliability Engineering and System Safety, 206(August 2020), 107308. https://doi.org/10.1016/j.ress.2020.107308

Mahdi Rezaie, F., Fakoor Saghih, A. M., & Motahari Farimani, N. (2021). A novel hybrid approach based on CREAM and fuzzy ANP to evaluate human resource reliability in the urban railway. Journal of Transportation Safety and Security, 13(12), 1326–1364. https://doi.org/10.1080/19439962.2020.1738611

Navas, B., Maya, D., Komianos, A., Wood, B., Wolff, L. De, Emek, R., & Turan, O. (2022). A practical application of the Hierarchical Task Analysis ( HTA ) and Human Error Assessment and Reduction Technique ( HEART ) to identify the major errors with mitigating actions taken after fire detection onboard passenger vessels. Ocean Engineering, 253(March), 111339. https://doi.org/10.1016/j.oceaneng.2022.111339

Pan, X., & Wu, Z. (2020). Performance shaping factors in the human error probability modification of human reliability analysis. International Journal of Occupational Safety and Ergonomics, 26(3), 538–550. https://doi.org/10.1080/10803548.2018.1498655

Purba, J. H. V. (2019). Replanting policy of Indonesian palm oil plantation in strengthening the implementation of sustainable development goals. IOP Conference Series: Earth and Environmental Science, 336(1). https://doi.org/10.1088/1755-1315/336/1/012012

Qiao, W., Liu, Y., Ma, X., & Liu, Y. (2020). A methodology to evaluate human factors contributed to maritime accident by mapping fuzzy FT into ANN based on HFACS. Ocean Engineering, 197(January), 106892. https://doi.org/10.1016/j.oceaneng.2019.106892

Rafael, J., Lopes, N., Araújo, R. De, Laureano, J., Rodríguez, M., & Ávila, S. (2019). Resources , Conservation & Recycling A new model for assessing industrial worker behavior regarding energy saving considering the theory of planned behavior , norm activation model and human reliability. Resources, Conservation & Recycling, 145(February), 268–278. https://doi.org/10.1016/j.resconrec.2019.02.042

Rasmussen, M., & Laumann, K. (2018). The evaluation of fatigue as a performance shaping factor in the Petro-HRA method. Reliability Engineering and System Safety. https://doi.org/10.1016/j.ress.2018.06.015

Rejeki, Y. S., Achiraeniwati, E., & Wanda, A. (2020). Measurement of operator reliability level using the Human Error Assessment and Reduction Technique (HEART) method. IOP Conference Series: Materials Science and Engineering, 830(3). https://doi.org/10.1088/1757-899X/830/3/032095

Yousefi D.B., M., Mohd Rafie, A. S., Abd Aziz, S., Azrad, S., Mazmira Mohd Masri, M., Shahi, A., & Marzuki, O. F. (2021). Classification of oil palm female inflorescences anthesis stages using machine learning approaches. Information Processing in Agriculture, 8(4), 537–549. https://doi.org/10.1016/j.inpa.2020.11.007

Zhang, R., Tan, H., & Afzal, W. (2021). A modified human reliability analysis method for the estimation of human error probability in the offloading operations at oil terminals. Process Safety Progress, 40(3), 84–92. https://doi.org/10.1002/prs.12223

Zhou, Q., Wong, Y. D., Loh, H. S., & Yuen, K. F. (2018). A fuzzy and Bayesian network CREAM model for human reliability analysis – The case of tanker shipping. Safety Science, 105(December 2017), 149–157. https://doi.org/10.1016/j.ssci.2018.02.011

Article Metrics

Abstract view(s): 240 time(s)
PDF: 138 time(s)

Refbacks

  • There are currently no refbacks.