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TOP-STATS: Statistical Techniques

REV: 5/22/07

SCOPE: This procedure covers the use of statistical techniques throughout the Company's quality system.

STEP

WHO

WHEN

INFO TO USE

WHAT TO DO

RESULTS

1 Any team member Upon having an idea for using statistical techniques Own ideas or research Make suggestion to QA Manager regarding possible expanded use of statistical techniques Suggestion to QA Manager
2 QA Manager Upon receiving suggestion (or having own idea) for using statistical techniques Suggestion; own ideas or research Review idea and consider how the company's quality program, etc., might benefit; discuss as needed with suggester, others in company or outside authorities in area Decision to pursue or abandon idea
3 QA Manager possibly with others Upon deciding to pursue new implementation of statistical techniques Suggestion; own ideas or research Develop and implement a system to apply the technique New technique in use
4 QA Manager After new technique has been utilized long enough to review effectiveness Results of technique Review the effectiveness of the new technique; determine if or possibly with what changes to continue using the technique If decide to discontinue, do so; if decide to continue system with modifications, go back to step 3; if decide to permanently continue system, go to step 5
5 QA Manager Upon deciding to make statistical technique part of quality system Details of how technique is used Modify this TOP - SEE TOP-TOPSM to add technique to list below Updated List of Statistical Techniques (below)
FOR SAMPLING PROCEDURES USE ANSI/ASQL E1.4, Latest Revision

LIST OF STATISTICAL TECHNIQUES -------------------------------------

6

Any manager As wish to perform any ad hoc analysis All available data, knowledge of statistics Use manual techniques, or computerized spreadsheet or graphics software to perform one-time analysis; for repetitive use of such techniques, see step 1 above One time ad hoc analysis

7

QC Inspector As inspect forging jobs requiring run chart per SPC (seeTOP-QCTRL) Dimensional readings Chart the dimensional readings on red-yellow-green run chart; as readings go into the yellow range they are to be reported per TOP-QCTRL, as is every reading in the red range Run charts for forging jobs

8

QA Manager For forging jobs requiring capability analysis or for internal capability analysis Dimensional readings Enter the dimensional readings from the run chart into the "SPC" software on the QA Manager's personal computer to run a histogram of the distribution of readings and to calculate process capability: the ratio of the dimensional tolerance range to the readings' natural process limits (mean +/- 3 standard deviations) a CAR is to be issued, per TOP-CARRR, for any capability less than that required by customer specification or, if none, the level deemed appropriate for the job by the QA Manager (typically 1.6) Capability analysis for forging jobs

9

Machining Department QC Leadman For machining jobs requiring x-bar-r charting or capability analysis Dimensional readings Input the dimensional readings into the electronic data analyzer; at the end of the run, or as deemed necessary, run x-bar-r charts and a histogram of the distribution of readings; if capability analysis is indicated, it is calculated as the ratio of the dimensional tolerance range to the process limits (mean +/- 3 standard deviations); a CAR is to be issued, per TOP-CARRR, for any capability less than that required by customer specification or, if none, the level deemed appropriate for the job by the Machining Division Manager (typically 1.6) Run charts and capability analysis for machining jobs

10

QA Manager or other manager As deemed appropriate Run charts, final inspection memos, etc. Do ad hoc analyses of data using spreadsheet or statistical software on personal computer to reduce data for particular problems or improvement projects; report trends or problems so identified to QA Manager Statistical/graphical analyses as QA Manager or other manager sees need

11

Management Review Committee (typically via Audit Manager.) Typically annually Customer complaints; Corrective Action Reports Use spreadsheet to categorize, summarize and graph (bar, pie or other as requested by Committee) customer complaints and CARs Summaries of customer complaints and CARs for management review

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