Data Analytics & IIoT
Articles
How Important is a Bill of Materials?
The key to effective asset and maintenance data management is accuracy. An EAM system can only do so much with poor quality data and the same applies to BoMs. BoMs can provide accurate material information in real time to ensure all parts are stocked and identifies which parts are needed to complete work orders.
- Adanna Anyalachi
- HubHead
Research Report
The Keys to Reliability Improvement Success Research Report: First Edition
The results are in! 1,000+ industry professionals participated in the global survey earlier this year, in efforts to clearly identify the key factors to having a successful reliability improvement program. This benchmarking tool will help you to...
- Jason Tranter
- Mobius Institute
Two Minute Tips
Making Use of that Historical Work Order Data
What happens when your historical work order data is all over the place? It can lead to inconsistencies in operations and maintenance...
- Maria McLoughlin
- HubHead
Five Minute Facts
Nine Key Points to Execute a Successful Online Diagnostics Project
Industrial Internet of Things (IIoT) finds many application fields today in the industry by connecting assets to each other, gathering data and transferring it to other internet-enabled systems..
- Can Uslu
- PdMechanics
Nine Minutes of Knowledge
Bearing Problems – Fault Frequency and Artificial Intelligence-Based Methods
The early detection and fault analysis of bearing problems is crucial. When a rolling-element bearing develops flaws on the races and/or rolling elements, there are four vibration frequencies that can result...
- Pawel Lecinski
- CMRP
Five Minute Facts
The Cost and Cost Benefits of TPM Implementation
We are often asked about the typical cost of TPM implementation.One of the ways to calculate this is the impact of taking critical equipment (could be 25-30% of the process) to 85-90% Overall Equipment Effectiveness (OEE)--The Availability Rate X The Performance Rate X The Quality Rate..
- Mark Jolley
- Marshall Institute
Five Minute Facts
Training Machine Learning Models
When we’re training the model, we’re looking for normal behavior and, along with the client’s domain experts, come together with a model that represents the behavior they are trying to control…
- Robert Kalwarowsky
- Rob's Reliability Project
Five Minute Facts
SaaS for Predictive Maintenance in the Cloud
Cloud computing is increasingly becoming critical to business, especially as digital technologies like IIoT become widespread. Gartner predicts that in the next year, the cloud-based Software as a Service (SaaS) market will grow 85%, five times faster than traditional software...
- James Reyes-Picknell
- Conscious Asset
Nine Minutes of Knowledge
A Brief Introduction to Pareto Analysis (the ‘bad actor’ list)
Pareto analysis is one of the simplest yet most powerful techniques you can use to find out which items of equipment are consuming your resources. In this brief presentation, we will explain the benefits of the technique, and briefly, how you use them.
- Jason Tranter
- Mobius Institute