This study presents a methodology aimed at enhancing the performance of coherent systems through the application of survival signature analysis. focusing on the calculation of reliability equivalence factors (REFs). In the context of system improvement. the selection of reliability improvement strategies. https://www.homehardware4ues.shop/product-category/float/