SPC Essentials

See description of materials for these turn-key Lean Six Sigma Instructor Training materials.

The following 7 topics are included in the SPC Essentials Instructor Materials, typically suited for Green Belts and Black Belts:

Measure Stage Tools and Objectives (44 slides)

Measure Stage Objectives

Process Definition (Flowcharts, Process Maps, SIPOC)

Metric Definition

Establishing Process Baseline

Enumerative vs. Analytic Statistics.

Process Variation (Deming's Red Bead)

Benefits of Control Charts.

Requirements vs. Control (Tampering)

Control Chart as Process Baseline Tool

MEASURE: X-Bar Charts (35 slides)

Uses / Assumptions

Construction & Calculations.

Assumptions

Rational Subgroups

Sampling Considerations.

Interpretation (including Run Test Rules)

MEASURE: Individuals Data (32 slides)

Uses, comparison with X-Bar chart

Construction, calculations, assumptions, sampling considerations and interpretation:

Run Charts

Individual-X / Moving Range Charts

Moving Average Charts

EWMA Charts.

MEASURE: Process Capability (24 slides)

Histograms  Use and Misuse

Probability Plots

Goodness of Fit Tests

Capability & Performance Indices (Relative to Process Control; Interpretation; Estimating Error)

MEASURE: Attribute Charts (27 slides)

Uses

Selection  (P, U, Np, C Charts)

Construction & Calculations

Sampling Considerations

Interpretation

MEASURE: Short Run SPC (14 slides)

Uses

Calculations

Nominals chart

Stabilized Chart

MEASURE: Serial Correlation (25 slides)

Applications

Estimating Autocorrelation

Interpreting Autocorrelation

Batch Control Charts