Across All Appliances, Component Failures Reveal True Longevity Patterns of Eight to Fifteen Years
https://numberfields.asu.edu/NumberFields/show_user.php?userid=6851018
When an appliance breaks down, the component that fails is your first clue to how much useful life remains