ALT Technical Paper
Trading off the risks in conducting the ALT and fitting within the myriad of constraints and expectations is a challenge. Understanding the basics of ALT approaches and associated assumptions, permits one to select the right ALT. 'Right' being the ALT that provides meaningful results in time for technical and business decisions, plus meets the budget and risk tolerance limits.
There is no one-way to design an ALT that will meet the specific set of conditions presented to the test designer. Being able to clearly articulate the tradeoffs involved permits the entire design team to fully understand the results when produced. The 'best' ALT is one that adds value to the design process.
The most accurate results involve testing all of the production units in actual customer application or use until they all have failed. While this is clearly not practical, neither is the simple-minded approach guessing at the results. In between these two extremes lies an optimal value: being the most efficient ALT that provides meaningful results. When the results provide information to make design or program decisions, the ALT adds value.
Reducing ALT costs by reducing sample size or test duration is possible, yet may significantly increase uncertainly around the results. Running the test longer to achieve more accurate results is often constrained by the timeline to make decisions. It is this and similar tradeoffs that force us to carefully design each ALT and determine the best path forward.
There are many books and papers on the topic of ALT, plus many papers that use ALT as a tool as they explore a new material, component, or system. What is often missing in many cases is why the author chose the particular ALT given their particular circumstance. This paper explores the array of available options for life testing, exposing the key tradeoffs any one test includes. Plus, we will examine the process to judge the options to select the right test method given the requirements and constraints.
The paper provides practical guidance based on years of experience across many industries. We will focus on actually getting results in time to make design or business decisions. Plus, we will explore how to describe the benefits, assumptions, and risks associated with accelerated life testing. The paper provides a framework to think though and properly select an ALT approach. Establishing the number and nature of the criteria will vary for each situation and organization.