JMP Software: Process Control Design Using SPC

This course is not currently scheduled.

Duration: 2.0 days
Course fee:
EPTO units: .
CEUs: 1.2

This outline is provisional and subject to change.

This course covers the basic concepts and methodologies associated with designing closed loop process controls using statistical process control for variables and attributes data.

Learn how to

select the correct controls for a process
create a process control system
determine the capability of a process
develop a contol implementation strategy.

Who should attend

Employees who actively work on any aspect of process development and controls associated with the measurement of continuous variables. This course is required for process engineers, QA engineers, and their managers.

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Prerequisites

There are no prerequisites for this course, although it is recommended that you attend JMP Software: Design and Analysis of Experiments and JMP Software: ANOVA and Regression before taking this course.

Course Contents

Introduction and Basic Statistics

SPC a basis for control
basic statistics
normal distribution
standard error of the mean
central limit theorem
simple linear regression

Ten Requirements for Designing Effective Process Control

clear product specifications
effective metrology
process characterization
sampling plan
control chart selection (variables and attributes)
alarms and out of control action plans (OCAP)
process documentation
operator and engineering training
database
routine line audits

Process Capability, Yield Estimation, and Six Sigma

determining process stability prior to computation of capability
Cp and Cpk
application of specifications and yield estimation
tests for normality
distribution fitting
Sigma and z as measures of process capability
measures of process capability for attributes

Process Control Implementation Roles and Responsibilities

Management
Process Engineer
Process Control Specialist
Supervisor
Operator

Software

This course addresses JMP. JMP software Version 5.1.2 is required.

Course Materials

Students receive a hardcopy of the course notes and, in some courses, can choose to take home a copy of the course data.

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Course fee and EPTO units will differ for on-site training.

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