Failure Mode and Effects Analysis - An explanation

Steps in FMEA analysis

The first step in formal FMEA analysis is simple - find out what can possibly go wrong. Here, the choice of the team used for analysis is critical. Since it's a top-down analysis style, we need to have an experienced set of individuals who know what they're doing and have experience with failing integrated circuits in the past. Only then will they be able to form a comprehensive and detailed list of problems. These must be stated from the user's point of view. For example, "such a failure will cause complex math computations with floating point numbers to give inaccurate results."

We rate these failures in terms of severity. For example, those which might lead to a lawsuit get a very high priority.

The second step is to analyze the causes of each failure in the first step and determine how likely they are to occur. Higher rankings are given if the occurrence probability is high. Actions also must be formulated based on these rankings. Naturally, if a particular failure is more severe then it gets attention even if the likelihood of failure is low.

Finally, we determine how likely it is that a particular failure will go undetected. This is done by examining all existing failure detection controls and the likely tests which will be applied. Once more, rankings are given for ease of detection.

By multiplying these three rankings, we get risk priority numbers (RPNs) which are used to determine which potential failures get the most attention from the design team. All this may sound basic, but there's a lot involved and it harder than it looks. If it's done properly, the results will be obvious when there are fewer failures and decreased costs to the firm later on.

Systematic identification of failures using an FMEA analysis provides a solid foundation for preventing failures before they cause serious damage.

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