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 / Rate of Occurrence of Failure

by Mike Sondalini Leave a Comment

Rate of Occurrence of Failure

Rate of Occurrence of Failure

The Rate of Occurrence of Failure (ROCOF) curve is the sum of all the individual component failure curves across the service life of an asset. As shown below, it looks like a bathtub, giving it the nickname, a bathtub curve.

Equipment reliability is malleable by choice of policy and quality of practice.

The bathtub curve shown below is typical to industrial machines and equipment. Put simply, there are higher rates of component failure at the beginning and end in the service life of an equipment item. The high rates of component failure at the start of an asset’s operational life are due to poor manufacturing or installation quality controls. Random failures that occur during the asset’s use are due to the overstressing of microstructures. As components age, or are used in service, stress accumulates within their microstructure or the material degrades, and higher rates of component failure occur.

illustration of smooth bath tub curve and the many individual failure mechanisms contributing to the overall smooth curve.

There are ways to reduce these failure rates, and so, lower and extend the bathtub curve. Firstly, using well designed equipment is effective capital asset selection. However, it is important to also have high quality maintenance performed on the asset to ensure the rate of failure curve stays low and events are stretched to longer and longer times. Numerous practices can be applied in each phase to prevent component failure.

Early Life Failure – use accuracy, precision, higher-level skills, error elimination practices etc.

Random Failures – use precision maintenance, applying operator ITLC (inspect, tighten, lubricate, clean), and deformation and degradation management to eliminate the possibility of overstress.

End of Life Failure – use better material selection, degradation management, better maintenance strategies, precision operating zones, and precision maintenance practices during the service life to help extend operating life.

Equipment reliability is created by the choice of policies and quality of practices used. By using best practices and removing the causes of microstructure deformation and degradation, you are choosing to create reliability in your assets. The benefits of which extend across your whole company, from fiscal earnings to production quality standards.

Removing thousands of causes of failure from across the life cycle of your operating assets is one of the many business benefits your organization gain when using Plant Wellness Way EAM methodology. It’s worth millions of dollars profit each year to make sure the parts in your plant and equipment do not fail. PWW EAM comes with processes and techniques to proactively identify the tens-of-thousands of defects and risks sitting inside your plant and equipment that will become future operating losses, wastes, and safety incidents.

Talk to us when you want a sure answer to prevent thousands of future problems and make new, lasting operating fortunes. 

Filed Under: Articles, Life Cycle Asset Management, on Maintenance Reliability

About Mike Sondalini

In engineering and maintenance since 1974, Mike’s career extends across original equipment manufacturing, beverage processing and packaging, steel fabrication, chemical processing and manufacturing, quality management, project management, enterprise asset management, plant and equipment maintenance, and maintenance training. His specialty is helping companies build highly effective operational risk management processes, develop enterprise asset management systems for ultra-high reliable assets, and instil the precision maintenance skills needed for world class equipment reliability.

« What is Six Sigma and How is it Used in Quality Engineering?
How to Structure Your ERM System »

Leave a Reply Cancel reply

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

Headshot of Mike SondaliniArticles by Mike Sondalini
in the Life Cycle Asset Management 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