Data Analytics & IIoT
Articles
Fault Diagnostic Technique Using AI-Assisted Machine Mode Similarity Analysis
Artificial intelligence applications are widely used for fault diagnosis by monitoring vibration data. In order for artificial intelligence applications to provide the most efficient results, they need to be trained using data obtained by regular monitoring of machines for long periods and evaluated by experts.
- Mehmet Ozan Serifoglu
- Sensemore.io
Five Minute Facts
What is IIoT and Who Uses It?
The Industrial Internet of Things (IIoT) is the use of smart sensors and actuators to enhance manufacturing and industrial processes. Praveen Gupta explains this in more detail here.
- Praveen Gupta
- Special Oilfield Services CO. L.L.C.
Articles
Reliability Engineering Terms- Data Collection and Analysis
Data collection and analysis facilitates an understanding of field operational use profiles and environmental stress data and is critical for ensuring design/process robustness.
Articles
Understanding The Machine Data
Machine data is the set of physical quantities and attributes that the machine has or creates. This data is provided by various sensors, software, and machine manufacturers.
- Anil Ulusoy
- Sensemore.io
Nine Minutes of Knowledge
Choosing a Wireless Condition Monitoring System
When selecting a wireless condition monitoring system, there are many things you need to consider. Ed Spence, founder and manager of the Machine Instrumentation Group, goes through them with you…
- Ed Spence
- The Machine Instrumentation Group
Nine Minutes of Knowledge
Your IIoT Asset Selection Procedure Will Determine your KPIs
To maximize your ROI in the asset selection process, it’s important to keep in mind the difference between proof of concept and scale deployment. Before we start a project, we must define the goals and KPIs, and there are quite a few differences between the two approaches…
- Dries Van Loon
- NanoPrecise
Five Minute Facts
Networks and Data Destination for Wireless CM
Ed Spence, founder and manager of the Machine Instrumentation Group, discusses networks and data destination for wireless condition monitoring, including a gateway network I/O for select vendors…
- Ed Spence
- The Machine Instrumentation Group
Case Studies and Stories
Sustainable Predictive Maintenance for Improved Reliability of Car Manufacturing
This study provides brief details of an early warning system of an impending failure for an overhead conveyor in an automotive manufacturing plant in the US.
- Tumay Karaver
- Artesis Technology Systems
Nine Minutes of Knowledge
An IIoT + AI-Based PdM Approach to Overhead Crane Monitoring
As technology improves every day, Wireless Sensors are able to successfully monitor equipment. Wireless Sensors are easy to install anywhere, and there is no need for local networks, modems, or gateways. Dries Van Loon gives more detail on the benefits of these sensors.
- Dries Van Loon
- NanoPrecise
