Accendo Reliability

Your Reliability Engineering Professional Development Site

  • Home
  • About
    • Contributors
    • About Us
    • Colophon
    • Survey
  • Reliability.fm
  • Articles
    • CRE Preparation Notes
    • NoMTBF
    • on Leadership & Career
      • Advanced Engineering Culture
      • ASQR&R
      • 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 Maintenance Management
      • 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
      • RCM Blitz®
      • ReliabilityXperience
      • 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
      • Field Reliability Data Analysis
      • Metals Engineering and Product Reliability
      • Musings on Reliability and Maintenance Topics
      • Product Validation
      • Reliability by Design
      • Reliability Competence
      • Reliability Engineering Insights
      • Reliability in Emerging Technology
      • Reliability Knowledge
    • 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
      • Institute of Quality & Reliability
      • Integral Concepts
      • Learning from Failures
      • Progress in Field Reliability?
      • R for Engineering
      • Reliability Engineering Using Python
      • Reliability Reflections
      • Statistical Methods for Failure-Time Data
      • Testing 1 2 3
      • The Manufacturing Academy
  • eBooks
  • Resources
    • Accendo Authors
    • FMEA Resources
    • Glossary
    • Feed Forward Publications
    • Openings
    • Books
    • Webinar Sources
    • Podcasts
  • Courses
    • Your Courses
    • Live Courses
      • Introduction to Reliability Engineering & Accelerated Testings Course Landing Page
      • Advanced Accelerated Testing Course Landing Page
    • Integral Concepts Courses
      • Reliability Analysis Methods Course Landing Page
      • Applied Reliability Analysis Course Landing Page
      • Statistics, Hypothesis Testing, & Regression Modeling Course Landing Page
      • Measurement System Assessment Course Landing Page
      • SPC & Process Capability Course Landing Page
      • Design of Experiments Course Landing Page
    • The Manufacturing Academy Courses
      • An Introduction to Reliability Engineering
      • Reliability Engineering Statistics
      • An Introduction to Quality Engineering
      • Quality Engineering Statistics
      • FMEA in Practice
      • Process Capability Analysis course
      • Root Cause Analysis and the 8D Corrective Action Process course
      • Return on Investment online course
    • Industrial Metallurgist Courses
    • FMEA courses Powered by The Luminous Group
    • Foundations of RCM online course
    • Reliability Engineering for Heavy Industry
    • How to be an Online Student
    • Quondam Courses
  • Calendar
    • Call for Papers Listing
    • Upcoming Webinars
    • Webinar Calendar
  • Login
    • Member Home
  • Barringer Process Reliability Introduction Course Landing Page
  • Upcoming Live Events
You are here: Home / Articles / Thinking small

by Michael Pfeifer, Ph.D., P.E. Leave a Comment

Thinking small

Thinking small

Fatigue cracks that originate at inclusions. Stainless steel intergranular corrosion due to chromium carbide precipitates. Low steel toughness because martensite not tempered enough. Low aluminum strength because of excessive grain boundary precipitation. Orange peel due to large grains.

These are examples of how problems with a metal’s microstructure lead to reliability and performance problems. Of course, there are thousands of examples of microstructures that lead to good reliability and good performance.

One hurdle to understanding metallurgy is being able to think small – very small. Less than a millimeter. Less than a micron. And sometimes on the scale of atoms.

Conceptualizing microscopic structures and processes

There are microscopic structures and processes in metals that have large effects on metal properties, performance, and reliability. Being able to conceptualize these structures and processes goes a long way toward understanding the behavior of metals and the effects of mechanical processing and heat treating on metal properties.

I think this is where many people get stuck. The metallurgy terminology doesn’t help. Honestly, it was a struggle for me when I first learned metallurgy. But, after seeing similar concepts covered in different ways in different classes and doing research on metals I began to start thinking small and being able to conceptualize the microscopic structures and processes and how they affect metal properties.

For non-metallurgists, having a decent working knowledge of metallurgy helps them appreciate how it can be leveraged to design better, lower-cost components and quickly solve metal failures and quality problems.

Here’s a brief explanation of some microscopic structures and processes.

Grain structure

The image on the left shows elongated grains in a cold-rolled metal. This grain structure results in the metal having highest strength in the rolling direction and lower strength perpendicular to the plane of the metal. The image on the right shows grains in a metal that was annealed after cold rolling. During annealing, new grains form and grow within the cold-worked grains, eliminating the cold-worked grains.

The size of grains after annealing depends on the amount of cold working prior to annealing and the anneal temperature and time. Grain size affects metal strength, formability, toughness, creep strength and other properties.

There’s an additional microscopic structure (dislocations) that affects strength. I’ll leave that discussion for another article.

Phases

The elements present in a metal group together to form one or more phases in the metal. Every phase has a specific arrangement of atoms, is either a mixture of atoms or a compound, and has an exact composition or has a composition within a certain range. A compound is a specific ratio of atoms and has an exact composition. A mixture has a composition within a range.

Two common atom arrangements in metals

The phases that can form in a metal depend on the metal’s composition. The phases that do form in a metal depend on the metal’s composition and how the metal has been processed.

Within a metal in which different phases can form, the different phases have different properties. By altering the phases present and their relative amounts it is possible to modify a metal’s properties. The phases present and their relative amounts depend on a metal’s composition and the how it was processed, i.e., mechanical working and thermal history.

The image on the left shows a carbon steel that consisted of two phases – ferrite (light-colored) and cementite (dark-colored plates). Ferrite consists of iron atoms with a small amount of carbon atoms mixed in. Cementite is a compound consisting of iron and carbon atoms in a three to one ratio. Ferrite is a low-strength, high ductility material and cementite is hard, strong, and brittle. Together, ferrite and cementite form a composite structure.

The properties of a steel that consists of ferrite and cementite depend on the relative amounts of each phase present. Also, the spacing of the cementite plates can be modified, causing changes to steel strength and other properties.

Moving atoms

When a metal’s temperature is high enough its atoms move around, jumping from one position to an adjacent position in the metal. This atom motion is called diffusion.

As atoms move around, changes occur to grain structure, phases present and their amounts, and other microscopic structures. The changes that occur depend on a metal’s composition, its temperature, and the time at temperature.

The purpose of any heat treatment is to cause changes to a metal’s microstructure to obtain specific properties. So, for any particular alloy, the proper temperature and time at temperature must be selected and controlled in order for the desired microstructure changes to occur.

It’s not necessary to be an expert

Everyone doesn’t have to be a metallurgy expert. It’s hard enough to be an expert within one engineering discipline. But basic knowledge about microscopic structures, their effects on metal properties, and the effects of mechanical and thermal processing on microscopic structures is important if non-metallurgists want to have awareness of how metals engineering can be applied to design components and solve problems. It’s also important for having productive discussions with suppliers, metallurgists, and metallurgical labs.

I’m not a mechanical engineer but have enough understanding of mechanical engineering concepts and considerations so that I can have productive conversations with them when working on projects. I still depend on their expertise to help fill in my large knowledge gaps.

Interested in learning more about grains, phases, and diffusion? Check out our Principles of Metallurgy online course. 

There’s a podcast version of this article that includes more details and discussions about recent projects.

Filed Under: Articles, Metals Engineering and Product Reliability, on Product Reliability

About Michael Pfeifer, Ph.D., P.E.

I’m a metallurgical engineer with over 25 years of experience working on product design, quality improvement, failure analysis, and root cause analysis.

Many people think of metallurgists only for failure analysis of component failures. While I do that, I also help design teams with component design. I help select alloys and coatings that have the corrosion, fatigue, wear, and creep properties needed to meet reliability requirements. Oftentimes, trade-offs are required between component form and materials to optimize a design for performance, reliability, and cost. I help do that, too.

« Paul Gladieux – Future of Work – Quality – Interviewed by James Kline
BLEVE »

Leave a Reply Cancel reply

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

Headshot of Michael PfeiferArticles by Michael Pfeifer, Ph.D., P.E.
in the Metals Engineering and Product Reliability article series

Join Accendo

Receive information and updates about articles and many other resources offered by Accendo Reliability by becoming a member.

It’s free and only takes a minute.

Join Today

Recent Posts

  • Gremlins today
  • The Power of Vision in Leadership and Organizational Success
  • 3 Types of MTBF Stories
  • ALT: An in Depth Description
  • Project Email Economics

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