Throughout the Half a dozen Sigma top quality methods, process results try advertised towards providers once the an excellent sigma top. The higher the fresh new sigma top, the better the process is undertaking.
Another way to report process capability and process performance is through the statistical measurements of Cp, Cpk, Pp, and . This article will present definitions, interpretations and calculations for Cpk and though the use of forum quotations. Thanks to everyone below that helped contributed to this excellent reference.
A simple and simple signal out of process abilities
Definitions Cp= Process Capability. Cpk= Process Capability Index. Adjustment of Cp for the effect of non-centered distribution. Pp= Process Performance. A simple and straightforward indicator of process performance. = Process Performance Index. Adjustment of Pp for https://datingranking.net/disabled-dating/ the effect of non-centered distribution.
Interpreting Cp, Cpk “Cpk is an index (a simple number) which measures how close a process is running to its specification limits, relative to the natural variability of the process. The larger the index, the less likely it is that any item will be outside the specs.” Neil Polhemus
“If you hunt our shoot targets with bow, darts, or gun try this analogy. If your shots are falling in the same spot forming a good group this is a high Cp, and when the sighting is adjusted so this tight group of shots is landing on the bullseye, you now have a high Cpk.” Tommy
“Cpk measures how close you are to your target and how consistent you are to around your average performance. A person may be performing with minimum variation, but he can be away from his target towards one of the specification limit, which indicates lower Cpk, whereas Cp will be high. On the other hand, a person may be on average exactly at the target, but the variation in performance is high (but still lower than the tolerance band (i.e., specification interval). In such case also Cpk will be lower, but Cp will be high. Cpk will be higher only when you r meeting the target consistently with minimum variation.” Ajit
“Consider a car and a garage. The garage defines the specification limits; the car defines the output of the process. If the car is only a little bit smaller than the garage, you had better park it right in the middle of the garage (center of the specification) if you want to get all of the car in the garage. If the car is wider than the garage, it does not matter if you have it centered; it will not fit. If the car is a lot smaller than the garage (Six Sigma process), it doesnt matter if you park it exactly in the middle; it will fit and you have plenty of room on either side. If you have a process that is in control and with little variation, you should be able to park the car easily within the garage and thus meet customer requirements. Cpk tells you the relationship between the size of the car, the size of the garage and how far away from the middle of the garage you parked the car.” Ben
“The value itself can be thought of as the amount the process (car) can widen before hitting the nearest spec limit (garage door edge).Cpk =1/2 means youve crunched nearest the door edge (ouch!)Cpk =1 means youre just touching the nearest edgeCpk =2 means your width can grow 2 times before touchingCpk =3 means your width can grow 3 times before touching” Larry Seibel
Interpreting Pp, Ppk “Processes Performance List basically attempts to make certain in the event your attempt you to you have generated on the processes try competent to meet Consumer CTQs (requirements). It is different from Procedure Possibilities for the reason that Process Overall performance simply enforce so you’re able to a certain group from question. Trials regarding batch may need to become a bit higher so you’re able to end up being representative of your variation throughout the batch. Techniques Performance is just put whenever process-control can’t be evaluated. A good example of this is certainly to own a short pre-manufacturing work with. Process Abilities fundamentally uses take to sigma within its formula; Procedure features spends the process sigma worth computed away from often the new Moving Assortment, Variety otherwise Sigma manage charts.” Praneet