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      Our tolerance analysis and GD&T solutions  unite the ideal world of product design with the real world of manufacturing and assembly—where mechanical variation has a significant impact on product cost.



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          We publish frequently on mechanical variation management, GD&T best practices, and more.

          Root Cause Analysis with CETOL 6 Sigma Eliminates the Guessing for a Heavy Industry Company

          Heavy Industry Case Study

          Heavy industry equipment, like bulldozers, machinery, farming equipment, and the like, has a very interesting challenge when it comes to warranty work. You just can’t send back a 20-ton piece of equipment when there’s a warranty issue. Not only is it large, but it is expensive to return. So, in most cases, warranty work must be done in the field. This work must be done efficiently minimizing the time investment to fix a problem. The worst scenario is when the assumed “fix” to the problem turns out to not be the actual root cause issue. This generates additional service calls, increasing the total cost to resolve the warranty claim.Heavy-equipment-case-study1-300x198

          One customer of CETOL 6σ utilizes a very strategic approach to minimize the costs associated with warranty claims. Simply stated, root cause analysis is performed using CETOL 6σ. When an issue is reported a root cause analysis is initiated. It is natural to ‘cast a broad net’ and begin measuring parts or looking into process changes to identify what may be the reason for the failure.With CETOL 6σ, engineers can cast a “strategic net” by using SENSITIVITY DATA. Sensitivity data identifies the most sensitive areas of an assembly. In CETOL 6σ, this would include dimensions and assembly process variation like the variation involved in welding. With knowledge of the failure condition discovered in the field, the engineer can review a current CETOL 6σ analysis, create a new analysis, or simply add a measurement to the existing analysis that represents the failure mode. The analysis can then be rerun, with sensitivity data calculated in a matter of seconds, or a couple minutes for extremely large analyses.

          Heavy-equipment-case-study21-260x300By ranking sensitivity data in Pareto fashion, users of CETOL 6σ can quickly identify what areas of the assembly to investigate. For the data on the right, it makes sense to begin investigating the top eight sensitivities since the next highest sensitivity is approximately 9 times smaller. Our customer is able to identify the true root cause issue more quickly and accurately, thus minimizing several important considerations including downtime for the customer, cost of repair, and avoidance of future warranty claims.

          By using this process, our customer estimates a savings of over $4 million per year.

          Would you like to see results similar to this tolerance analysis case study?

          See CETOL 6σ in action for yourself!
          CETOL 6 Sigma Accelerates Schedule by over 250%
          CETOL 6σ Tolerance Analysis Contributes to High Quality for STIHL Battery Products