Accendo Reliability

Your Reliability Engineering Professional Development Site

  • Home
  • About
    • Contributors
  • Reliability.fm
    • Speaking Of Reliability
    • Rooted in Reliability: The Plant Performance Podcast
    • Quality during Design
    • Way of the Quality Warrior
    • Critical Talks
    • Dare to Know
    • Maintenance Disrupted
    • Metal Conversations
    • The Leadership Connection
    • Practical Reliability Podcast
    • Reliability Matters
    • Reliability it Matters
    • Maintenance Mavericks Podcast
    • Women in Maintenance
    • Accendo Reliability Webinar Series
  • Articles
    • CRE Preparation Notes
    • on Leadership & Career
      • Advanced Engineering Culture
      • Engineering Leadership
      • Managing in the 2000s
      • Product Development and Process Improvement
    • on Maintenance Reliability
      • Aasan Asset Management
      • AI & Predictive Maintenance
      • Asset Management in the Mining Industry
      • CMMS and Reliability
      • Conscious Asset
      • EAM & CMMS
      • Everyday RCM
      • History of Maintenance Management
      • Life Cycle Asset Management
      • Maintenance and Reliability
      • Maintenance Management
      • Plant Maintenance
      • Process Plant Reliability Engineering
      • ReliabilityXperience
      • RCM Blitz®
      • Rob’s Reliability Project
      • The Intelligent Transformer Blog
      • The People Side of Maintenance
      • The Reliability Mindset
    • on Product Reliability
      • Accelerated Reliability
      • Achieving the Benefits of Reliability
      • Apex Ridge
      • Metals Engineering and Product Reliability
      • Musings on Reliability and Maintenance Topics
      • Product Validation
      • Reliability Engineering Insights
      • Reliability in Emerging Technology
    • on Risk & Safety
      • CERM® Risk Insights
      • Equipment Risk and Reliability in Downhole Applications
      • Operational Risk Process Safety
    • on Systems Thinking
      • Communicating with FINESSE
      • The RCA
    • on Tools & Techniques
      • Big Data & Analytics
      • Experimental Design for NPD
      • Innovative Thinking in Reliability and Durability
      • Inside and Beyond HALT
      • Inside FMEA
      • Integral Concepts
      • Learning from Failures
      • Progress in Field Reliability?
      • R for Engineering
      • Reliability Engineering Using Python
      • Reliability Reflections
      • Testing 1 2 3
      • The Manufacturing Academy
  • eBooks
  • Resources
    • Accendo Authors
    • FMEA Resources
    • Feed Forward Publications
    • Openings
    • Books
    • Webinars
    • Journals
    • Higher Education
    • Podcasts
  • Courses
    • 14 Ways to Acquire Reliability Engineering Knowledge
    • Reliability Analysis Methods online course
    • Measurement System Assessment
    • SPC-Process Capability Course
    • Design of Experiments
    • Foundations of RCM online course
    • Quality during Design Journey
    • Reliability Engineering Statistics
    • Quality Engineering Statistics
    • An Introduction to Reliability Engineering
    • Reliability Engineering for Heavy Industry
    • An Introduction to Quality Engineering
    • Process Capability Analysis course
    • Root Cause Analysis and the 8D Corrective Action Process course
    • Return on Investment online course
    • CRE Preparation Online Course
    • Quondam Courses
  • Webinars
    • Upcoming Live Events
  • Calendar
    • Call for Papers Listing
    • Upcoming Webinars
    • Webinar Calendar
  • Login
    • Member Home

by Steven Wachs Leave a Comment

Variation Fundamentals

Variation Fundamentals

Section 2

Process Control and Capability require a firm understanding of the concept of variation and how it is measured. In this section, we present the fundamental concepts related to variation, quality, process control, process capability, and basic statistics.

This section includes details on:

  • The concept of variation
  • The normal distribution
  • Control Chart concepts and examples
  • Specification limits vs. control limits
  • Defining quality
  • Averages vs. individuals
  • Sources of variation (common vs. special)
  • Process capability concepts
  • Stability vs. Capability
  • Basic statistics for central tendency & variation

 

View Previous View Next

About Steven Wachs

Steven Wachs has 25 years of wide-ranging industry experience in both technical and management positions. Steve has worked as a statistician at Ford Motor Company where he has extensive experience in the development of statistical models, reliability analysis, designed experimentation, and statistical process control.

Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *

  • Statistical Process Control & Process Capability Course
    • Module 1:Course Introduction
      • Lesson 1:Course Introduction
      • Contact Steven
    • Module 2:Variation Fundamentals
      • Introduction to Variation Fundamentals
      • Common Cause Variation & Normal Distribution
      • Control Chart Concept
      • In and Out of Control Concepts
      • What is Quality?
      • Viewing Data
      • Central Limit Theorem
      • Sources of Variation
      • Introduction to Process Capability
      • Exercise 1
      • Basic Statistics
      • Minitab Intro & Exercise 2
    • Module 3:Control Charts
      • Introduction to Control Charts
      • Constructing X̄ & R Charts
      • The Purpose of Charts
      • Minitab tutorial & Exercises 3 & 4
      • X̄ & S Charts and Individuals & Moving Range Charts
      • Exercise 5
      • Decisions
      • More Out of Control Signals
      • Reaction to Chart Signals
      • Sampling Considerations
      • Sample Size
      • Calculating Sample Sizes
      • Exercise 6
      • Control Charts Wrap-up
    • Module 4:Process Capability
      • Introduction to Process Capability
      • Proportion Nonconforming
      • Exercise 7
      • Capability Indices — Cp
      • Capability Indices — Cpk
      • Exercises 8 & 9
      • Normality
      • Data Transformations and Minitab
      • Distribution Fitting and Minitab
      • Exercise 10
      • Section 4 Summary
    • Module 5:Short Run Charts
      • Short Run Charts
      • Standardized DNOM Charts
      • DNOM Using Minitab
      • Exercise 11
    • Module 6:Charts for Multiple Locations
      • Multiple Locations Charts
      • Xbar, Rb, and S Charts
      • Xbar, Rb, and D Charts
      • Testing Two Locations
      • Exercise 12
      • Two Way ANOVA
      • Exercise 13
    • Module 7:CUSUM Charts
      • CUSUM Charts
      • Tabular CUSUM
      • CUSUM Final Notes
      • Exercise 14
    • Module 8:Trending Charts
      • Trending Charts
      • Constructing Trending Charts
      • Exercise 15
    • Module 9:Attribute Charts
      • Attribute Charts
      • p Chart
      • np Chart
      • c Chart
      • u Chart
      • Standardized Charts
      • Exercise
      • Laney’s p Chart
    • Course Summary

© 2025 FMS Reliability · Privacy Policy · Terms of Service · Cookies Policy