Assignable causes with examples and a case study Tejas V
Variation in process Variation is deviation from the precise pattern No two products are same Differences are called variation
Common causes Stable and repeatable Present in the process 85% of them are common causes Process under statistical control EX-Normal wear and tear, measurement error
Special/Assignable cause Under influence of special factors Not present in the process Output cannot be predicted Needs local action for correction 15% of causes are special causes Process is out of statical control Ex-Poor Batch of Material, Inexperienced Operator, Maintenance Check overlooked
Correction of variation Root cause analysis Fish bone diagram ANNOVA table
Case study Background of the study An Indian engineering industry faced problems for the following reasons Dimensional variations, rejections and rework were very high. Repeatability of the readings were not found for many of the critical dimensions. Complaints from the assembly shop were increasing day by day. About the process CNC machine used to Grind aluminum alloy clamping pressure O to 100 kg /sq. cm. In dian Statical institute 8th Mile Mysore Road, Bangalore
Causes of variation Poor Batch of Material Inexperienced Operator Tool damage Maintenance Check overlooked Solution Introduce x̅ and R chart to the process Reaction plan was given to the operators