Volume 4, Issue No. 5 Thursday, May 23, 2002
Featured Article


Return to Front Page Click here to post your comments on this article

Machine Capability Measurement on SMT Equipment

by Romain Schmitt, Jean Marie Guillet - Solectron Technology, Inc.

Abstract

The increasing need for control of every process during SMT manufacturing can be attributed to the miniaturization of components such as 0201's, chip scale packaging (CSP), flip chip (FC) and the stride toward increasing capacity and throughput. With the emergence of the automotive industry standard in electronics manufacturing (QS9000/TS16949), the need for a common language for machine characterization (IPC-9850) and verification of machine compliance with manufacturers' specifications is apparent. It is also obvious that we need to find a system to identify root-cause of machine drifts; use statistical methods to characterize a process or a machine; and eliminate human error in machine calibration, measurement, and the interpretation of machine capability.

As an industry, we have come to realize that the best way to accomplish more with less is to focus on line optimization and to use the equipment already in place to its fullest potential. This is the reason why machine users must find solutions to characterize the accuracy and repeatability of the process. Thus, the first step must be done on SMT equipment. This document summarizes the tools and methods used in Solectron Bordeaux. A complete capability measuring system hereafter called Cm System was acquired in July 2000 to measure "machine capability". Since that date, many tests have been performed on similar machines from different manufacturers.

Theoretical Presentation of Machine Capability

Process capability can be defined as the spread within which most of the part values within a distribution will fall, generally described as within plus or minus three standard deviations (���3 Sigma). This baseline definition enables us to compare process capability under real manufacturing conditions with specification tolerances. Process capability is calculated over a long period of time and is influenced by the manufacturing environment. Machine capability, on the other hand, is calculated within a short period. The impact of all materials and parts used must be eliminated. This is also called "short time capability". The examination of machine capability is used to audit the quality behavior of a single machine.

A process can be viewed as a series of actions or operations influenced by several elements or factors, all contributing to the eventual outcome. These elements or causes of variation can be generally broken into the following typical categories:

  • Material
  • Machine
  • Method
  • Manpower
  • Measurement
  • Environment

Each of these elements contributes some degree of variability to the process. Nevertheless, when we are talking about machine capability, we only determine spread and centering of machine parameters independent of the influence of other factors. This can be represented by the Ishikawa diagram below:


Fig. 1: Ishikawa Diagram

Thus, machine capability coefficients are calculated as follows:

Cp =  (Spread)

Cpk = min()  (Centering)

Cp, Cpk: Machine capability indices
USL: Upper Specification Limit
LSL: Lower Specification Limit
X: Mean
s : Standard deviation

Although the distributions of many processes may assume a variety of shapes, many random variables observed in nature possess a frequency distribution that is approximately a normal probability distribution. The normal distribution is the most important continuous probability distribution in the field of statistics.


Fig. 2: Normal Distribution
  Percentage Cpk PPM
��� 1s 68.26% 0.33 317400
��� 2s 95.46% 0.67 45400
��� 3s 99.73% 1 2700
��� 4s 99.994% 1.33 60
��� 5s 99.99994% 1.67 0.6
��� 6s 99.9999998% 2.0 0.002
Fig. 3: Relation between %/Cpk and PPM

                                                             Continue to Page 2 >>


 


POST A TALKBACK TO THIS ARTICLE!

Response Name
how serious is the issue of 0201 placement to be considered in evaluation. is it worth the cionsid ... ACCUREX SOLUTIONS PVT LIMITED, INDIA View ACCUREX SOLUTIONS PVT LIMITED, INDIA's Profile
how serious is the issue of 0201 placement to be considered in evaluation. is it worth the cionsid ... ACCUREX SOLUTIONS PVT LIMITED, INDIA View ACCUREX SOLUTIONS PVT LIMITED, INDIA's Profile

The SMT Express is brought to you by SMTnet.

Sponsors

SMT feeders

Sell Your Used SMT & Test Equipment

PCB Handling Machine with CE

Win Source Online Electronic parts

About This Newsletter

The SMT Express is a periodical featuring assembly solutions from your peers and vendors. We, at SMTnet.com, have designed this newsletter to bring useful information to the mailboxes of electronics manufacturing professionals.

Contributors Wanted!
We would like to encourage industry professionals to submit well-written technical articles covering issues crucial to the Manufacturing industry. Make your name known to thousands of SMT Express readers. Help promote your goods and services, by sharing your ideas. Be known as a mover and leader within this rapidly changing industry.

Get more mileage out of previously released material. If you have presented a paper at a conference or been published within a magazine, trade journal, or web site, you can publish in the SMT Express. Recycling your papers in this way will give you and your company exposure and contribute to the industry as a whole. The SMT Express is archived on www.smtnet.com so that community members have continual access. Please read the submission guidelines and Contact Us regarding article and news submissions.

- Thanks in advance

Newsletter Archives:
Click here to to visit the SMT Express home page. A list of archives can be found there in the menu on the right.


Back to Top Questions or comments? Contact us     © 1995-2002 SMTnet