TY - JOUR ID - 141897 TI - Application of accelerated life testing in human reliability analysis JO - International Journal of Research in Industrial Engineering JA - RIEJ LA - en SN - 2783-1337 AU - Jamshidi, Rasoul AU - Sadeghi, Mohammad Ebrahim AD - Faculty of Engineering School, Damghan University, Semnan, Iran. AD - Faculty of Management, Department of Industrial Management, University of Tehran, Tehran, Iran. Y1 - 2021 PY - 2021 VL - 10 IS - 4 SP - 346 EP - 357 KW - Error KW - Accelerated Life Testing KW - Human fatigue KW - Maufacturing DO - 10.22105/riej.2021.288263.1227 N2 - As manufacturers and technologies become more complicated, manufacturing errors such as machine failure and human error have also been considered more over the past. Since machines and humans are not error-proof, managing the machines and human errors is a significant challenge in manufacturing systems. There are numerous methods for investigating human errors, fatigue, and reliability that categorized under Human Reliability Analysis (HRA) methods. HRA methods use some qualitative factors named Performance Shaping Factors (PSFs) to estimate Human Error Probability (HEP). Since the PSFs can be considered as the acceleration factors in Accelerated Life Test (ALT). We developed a method for Accelerated Human Fatigue Test (AHFT) to calculate human fatigue, according to fatigue rate and other effective factors. The proposed method reduces the time and cost of human fatigue calculation. AHFT first extracts the important factors affecting human fatigue using Principal Component Analysis (PCA) and then uses the accelerated test to calculate the effect of PSFs on human fatigue. The proposed method has been applied to a real case, and the provided results show that human fatigue can be calculated more effectively using the proposed method. UR - https://www.riejournal.com/article_141897.html L1 - https://www.riejournal.com/article_141897_603aad0206873b61f95d541e767bfe23.pdf ER -