Statistics for Process and Quality Control

Course

In Washington, D. C. (USA)

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£ 79.65 VAT inc.

*Indicative price

Original amount in USD:

$ 100 $ 1,495

Description

  • Type

    Course

  • Level

    Beginner

  • Location

    Washington, d. c. (USA)

  • Duration

    2 Days

Course "Statistics for Process and Quality Control" has been pre-approved by RAPS as eligible for up to 12 credits towards a participant's RAC recertification upon full completion.
Overview:
This two-day seminar includes the steps and techniques used to quantify variability in manufacturing processes, and to assure quality products.
The concepts and information presented will be mainly concerned with statistical quality control: obtaining information (data) that is objective, unbiased, and useful for decision making. An emphasis will be placed on the set-up and use of control charts and acceptance sampling systems and procedures.
The objective of the seminar is to provide information that can be used immediately by personnel involved in production operations, and by supervisors and management in decision making. Although the presentation involves use of statistical techniques, presentation of statistical theory will be limited to only what is needed by the attendees to understand and implement processes and testing within the statistical framework.
Presented examples will include an emphasis on the manufacturing processes and quality assurance needs of personnel in the medical device and pharmaceutical industries.
Process and quality control are constantly evolving. Therefore, historical concepts, current trends and regulatory requirements will be discussed. The presentation of statistical charts and analyses, graphical techniques for planning, trouble-shooting and problem solving will also be made.

Facilities

Location

Start date

Washington, D. C. (USA)
See map
Courtyard Arlington Crystal City/Reagan National Airport 2899 Jefferson Davis Highway Arlington, VA 22202 USA, 22202

Start date

On request

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Reviews

Subjects

  • Decision Making
  • Personnel
  • Presentation
  • Statistics
  • Quality
  • Quality Training
  • Acceptance
  • Multivariate
  • Control
  • Shewhart control

Course programme

Agenda:
Day 1 Schedule

Lecture 1 (90 Mins): It's a System! Elements of Quality Management
  • Deming 14 points for total quality management
  • Dr. Ishikawa, seven Quality Control tools (7-QC) and supplementals (7-SUPP)
  • Pareto Principle (80/20 rule)
  • Shewhart (Plan, Do, Study, Act)
Lecture 2 (90 Mins): Regulatory Requirements in Quality Management
  • FDA Quality System Regulation (QSR)
  • ISO 13485:2016
  • IS 9001:2015
  • Harmonization of regulations with FDA guidance/regulations

Lecture 3 (90 Mins): Statistical basics
  • Check sheets/tally sheets
  • Descriptive statistics
  • Binomial Distribution (discrete data)
  • Hypergeometric Distribution (sampling without replacement)
  • Normal Distribution (continuous data)
Lecture 4 (90 Mins): Statistical Basics (cont'd)
  • Graphical Techniques:
  • Histograms
  • Scatterplots
  • Pareto charts
  • Cause and effect (fishbone) diagrams
  • Defect concentration diagrams
Day 2 Schedule
Lecture 1 (90 Mins): Statistical Process Control: The ABC's of Control Charts
  • Elements of a control chart
  • Control Charts for Discrete Data
  • c chart
  • u chart
  • p chart
  • np chart
  • Control Charts for Continuous Data
  • X-bar chart
  • R chart
  • I chart
  • MR chart
  • Combined charts (Xbar-R, I-MR)
Lecture 2 (90 Mins): Statistical Process Control (cont'd)

  • More Control Charts
  • Classical Shewhart control charts
  • Cumulative Sum (CUSUM) charts
  • Exponentially Weighted Moving Average (EWMA) charts
  • Hotelling (multivariate) control charts

Lecture 3 (90 Mins): Statistical Quality Control - Attribute Sampling Plans
  • C= 0 /Zero Acceptance
  • Single sample plan
  • Double-sampling plan
  • Multiple sampling plan
  • Sequential sampling plan
  • Skip-lot sampling plan

Lecture 4 (90 Mins): Statistical Quality Control - Variables Sampling Plans
  • Sampling size and critical distance
  • Known vs. unknown standard deviation
  • One or two specification limits
  • Using ANSI Z1.9

Statistics for Process and Quality Control

£ 79.65 VAT inc.

*Indicative price

Original amount in USD:

$ 100 $ 1,495