Background
The cumulative damage model allows you to analyze accelerated
life testing data with up to eight time-varying stresses. In this
example, we consider such a case and look at how to create stress
profiles in which stress is a function of time.
Experiment and Data
A sample of 18 units of an electronic component is subjected
to temperature and voltage stresses. The temperature is initially set at
100K (use stress level) and is then increased linearly to 200K over a
period of 20 hr. At 120 hr, the temperature is again increased to 300K
over a 20-hr period. The voltage is initially set at 4V (use stress
level) and is then increased linearly to 8V over a period of 10 hr. At
110 hr, the voltage is again increased to 12V over a 10-hr period. The
following times-to-failure are observed in the test, in hours: 171, 174,
192, 195, 200, 210, 220, 231, 233, 240, 242, 244, 245, 245, 250, 270, 271
and 274.
The test objectives are to determine the B(10) life of these components
at the normal use stress levels of 100K and 4V and to determine how the
B(10) life would change if the voltage use stress level were 2V instead of
4V.
Analysis
Step 1:
Using ALTA 7 PRO, the analyst creates a Standard Folio for ungrouped
times-to-failure data with temperature and voltage as the stress types,
with the temperature use stress level set to 100K and the voltage use
stress level set to 4V.
Step 2: The analyst adds two new Stress Profiles to
the project. The Temp Profile is shown in
Figure 1. The Volt Stress
Profile is shown in Figure 2.
Note that the periods during which the stress is being increased are
represented as functions of time. The mathematical formulas for these
lines are easily obtained, as the starting and ending points for each line
are given.
Step 3: In the Standard Folio, the analyst selects
the cumulative damage life-stress model and the Weibull distribution, then
uses the Stress Transformation window to specify the Reciprocal (Arrhenius
LSR) transformation to be applied to the temperature stress and the
Logarithmic (Power LSR) transformation to be applied to the voltage
stress. Figure 3 displays the
Standard Folio with the times-to-failure data entered, the Temp Profile
assigned to each data point in the Temperature column, the Volt Stress
Profile assigned to each data point in the Voltage column and the
parameters estimated.
Step 4: The B(10) life can be calculated using the
QCP, as shown in Figure 4. The
B(10) life at the use stress levels of 100K and 4V is found to be 814.07
hr.
Step 5: To determine how the B(10) life would change if
the voltage use stress level were 2V instead of 4V, the analyst simply
changes the voltage stress level in the QCP, as shown in
Figure 5. If the component is
used at 100K and 2V instead of 4V, the B(10) life is found to be 919.97
hr.