Amazon Monitron Starter Kit, an end-to-end system for equipment monitoring

Product Information

My next step is to create an asset that I’d like to monitor, say a process water pump set, with a motor and a pump that I would like to monitor. I first create the asset itself, simply defining its name, and the appropriate ISO 20816 class (a standard for measurement and evaluation of machine vibration). An AWS account. If you don’t have an AWS account, follow the instructions to create one, unless you have been provided event engine details.

Axis, ADLINK Technology, BP, Fender,GE Healthcare, andSiemens Mobilityamong customers and partners using new AWS industrial machine learning services Note that any live data export enabled after April 4th, 2023 will stream data following the Kinesis Data Streams v2 schema. If you have an existing data export that was enabled before this date, the schema will follow the v1 format.ADLINK Technology offers hardware/software platforms enabling customers to implement edge AI solutions for real-time delivery of actionable data in industrial markets such as manufacturing, transportation, healthcare, energy, and communications. "The integration of AWS Panorama on ADLINK's industrial vision systems makes for truly plug-and-play computer vision at the edge,” saidElizabeth Campbell, CEO atADLINK USA. “In 2021, we will be making AWS Panorama-certified ADLINK NEON cameras powered by NVIDIA Jetson AGX Xavier available to customers to drive high-quality computer vision powered outcomes much, much faster. This allows ADLINK to deliver ML digital experiments and time to value for our customers more rapidly across logistics, manufacturing, energy, and utilities use cases." I select the gateway, and I configure it with my WiFi credentials to let it connect to AWS. A few seconds later, the gateway is online. The output of this analysis can be visualized by a bar chart in Grafana, and the alarm in alarm state can be easily visualized as shown in the following screenshot.

A user role with administrator access (service access associated with this role can be constrained further when the workflow goes to production). They are now capturing temperature and vibration information. Although there isn’t much to see for the moment, graphs are available in the mobile app. Over time, the gateway will keep sending this data securely to AWS, where it will be analyzed for early signs of failure. Should either of my assets exhibit these, I would receive an alert in the mobile application, where I could visualize historical data, and decide what the best course of action would be.To avoid breakdowns, reliability managers and maintenance technicians often combine four strategies:

These panels are examples that can help strategic operational planning, but they are not exclusive. You can use a similar workflow to customize the dashboard according to your targeted KPI. You can observe how uncommon signals are detected early, so that you can make interventions to prevent incidents. However, soon you will realize that your real-world operation requires a more dedicated system. So yes, do get started with a low-entry predictive maintenance application, and start experimenting. But please keep in mind that a professional consultancy and implementation partner will help you get the most out of such a system.Die Sensoren erfassen Vibrations- & Temperaturdaten und zeigen diese im zeitlichen Verlauf auf der Handy-App oder der Webapp. Die Daten werden in übersichtlichen Grafiken und Diagrammen dargestellt, die eine schnelle und einfache Analyse ermöglichen. On the Grafana workspace console, in the navigation pane, choose the lower AWS icon (there are two) and then choose Athena on the Data sources menu. I repeat the same operation for the pump. Looking at my asset, I see that both sensors are operational. Predictive maintenance can be applied to existing assets, for example by applying add-on sensors, but even better, it is incorporated right from the start in the development of a new asset, enabling optimal sensor integration.

The following screenshot is an example of what you can achieve at the end of this post. This dashboard is divided into three sections: Select Add Database, and enter a name for the database. This creates the Athena database where your metadata tables are located after the crawler is complete. Insbesondere der Installations- & Inbetriebnahmeprozess ist perfekt gelöst! Ich muss mich nicht mit einer langen Inbetriebnahme rumschlagen, sondern kann die Sensoren ganz einfach mittels der Monitron Smartphone App und NFC in Betrieb nehmen. Condition-based maintenance: where maintenance is completed when the condition of a monitored component breaches a defined threshold. Monitoring physical characteristics such as tolerance, vibration or temperature is a more optimal strategy, requiring less maintenance and reducing maintenance costs. Planned maintenance: where predefined maintenance activities are performed on a periodic or meter basis, regardless of condition. The effectiveness of planned maintenance activities is dependent on the quality of the maintenance instructions and planned cycle. It risks equipment being both over- and under-maintained, incurring unnecessary cost or still experiencing breakdowns.

Conclusion

There have been common challenges with condition-based monitoring to generate actionable insights for large industrial asset fleets. These challenges include but are not limited to: build and maintain a complex infrastructure of sensors collecting data from the field, obtain a reliable high-level summary of industrial asset fleets, efficiently manage failure alerts, identify possible root causes of anomalies, and effectively visualize the state of industrial assets at scale. AWS Panorama Software Development Kit (SDK) allows industrial camera manufacturers to embed computer vision capabilities in new cameras Failure cause – This can be one of the following: ADMINISTRATION, DESIGN, FABRICATION, MAINTENANCE, OPERATION, OTHER, QUALITY, WEAR, or UNDEDETERMINED Action taken – This can be ADJUST, CLEAN, LUBRICATE, MODIFY, OVERHAUL, REPLACE, NO_ACTION, or OTHER AWS Panorama Appliance enables customers with existing cameras in their industrial facilities with the ability to use computer vision to improve quality control and workplace safety