Data Analytics & IIoT
Five Minute Facts
IIoT for Predictive Maintenance and Big Data
IIoT for predictive maintenance enables more extensive monitoring of equipment and processes at a much lower cost than traditional methods and delivers actionable warnings to prevent or minimize the consequences of an impending failure. Where IIoT for predictive maintenance is deployed...
- James Reyes-Picknell
- Conscious Asset
Two Minute Tips
How to Measure and Use Reliability Metrics
Maintenance and reliability managers must have metrics in place to identify needs for improvement. Metrics are also extremely important for validating whether the maintenance team is headed in the right direction to achieve the organization’s goals and objectives.
- Warren Wu
- UpKeep
Two Minute Tips
Criticality Assessment Process
Physical assets are made up of hundreds of components each with a unique set of failure modes and with a unique failure distribution. Calculating reliability, R(t) requires a data collection system..
- Dale Uitto
- Reliability Solutions
Two Minute Tips
How The Shifting Workforce Affects Your Plant and How to Move Forward
Data analysis shows that America is losing its skilled, competent workforce due the retiring baby boomer generation. This will create an employee vacuum in the workforce that only the 79 million Gen Yers can fill, increasing the demand and completion for Gen Y employees...
- Daryl Brister
- Shea Capability & Compliance Solutions
Articles
Steps to Improving Data Integrity
A computerized maintenance management system (CMMS) or enterprise asset management (EAM) software is only as good as the data it contains. Human error accounts for much of the problem as it relates to inconsistencies in data, since employees are responsible for inputting data. Even if your facility utilizes condition monitoring sensors or other automated technology, there is still a human component...
- Frank Harmuth
- DPSI
10 Minute Talk
How to Apply Machine Learning at the Process Level
If a plant wants to start applying machine learning at the process level, they first need a good understanding of their process. They need a good business case…
- Robert Kalwarowsky
- Rob's Reliability Project
10 Minute Talk
A Brief Introduction to Asset Criticality Ranking
The asset criticality ranking reveals which assets pose the greatest risk to your organization. In this brief introduction, will explain how useful it is to use asset criticality ranking to prioritize your activities and explain, in brief, how to develop the ranking.
- Jason Tranter
- Mobius Institute
10 Minute Talk
Will AI Replace Operators?
Will AI remove the need for operators? Don Doan explains…
- Robert Kalwarowsky
- Rob's Reliability Project
Articles
Getting Started
Welcome to the home of reliability improvement; RELIABILITY CONNECT! The community is designed to provide you with educational articles, videos, and podcasts...
- Jason Tranter
- Mobius Institute