How Manufacturers Can Use AWS Monitron and Amazon IoT SiteWise for Real-Time Predictive Maintenance
Collin Graves
We help companies advance their cloud data analytics mission with fractional data teams that cost less than one full-time hire. | USAF Veteran
In today's fast-paced manufacturing world, keeping your machines running smoothly and efficiently is key to staying ahead of the competition. One of the best ways to do this is by using predictive maintenance to catch equipment issues before they turn into big problems. AWS Monitron and Amazon IoT SiteWise are two powerful tools that can help you do just that. Let's dive into how these technologies can supercharge your production operations.
What is AWS Monitron?
AWS Monitron is a complete machine monitoring solution that uses machine learning to spot unusual behavior in your equipment. It includes sensors that track vibration and temperature, a gateway that securely sends this data to AWS, and a machine learning model that analyzes the data to detect potential problems. It's designed to be easy to set up and use, so you don't need to be a machine learning expert to get started.
What is Amazon IoT SiteWise?
Amazon IoT SiteWise is a managed service that makes it simple to collect, store, organize, and monitor data from your industrial equipment. It helps you gain insights into your operations by providing tools to model and visualize your data in real-time. SiteWise can ingest data from various sources, like PLCs (Programmable Logic Controllers), sensors, and other industrial devices, and it provides a way to build dashboards and visualizations.
How AWS Monitron and Amazon IoT SiteWise Work Together for Predictive Maintenance
When you combine AWS Monitron with Amazon IoT SiteWise, you can create a powerful, cost-effective predictive maintenance system that offers several key benefits:
1. Real-Time Monitoring and Alerts: AWS Monitron constantly monitors your equipment and detects anomalies in real-time. When it finds something off, it triggers alerts so your maintenance team can take action before a failure happens. These alerts can be easily integrated into SiteWise dashboards for centralized monitoring.
2. Comprehensive Data Collection and Analysis: Monitron's sensors gather detailed vibration and temperature data, which is sent to the cloud. Amazon IoT SiteWise can combine this data with other operational data, giving you a complete view of your equipment's health and performance. This comprehensive approach leads to more accurate predictions and better decision-making.
3. Scalable and Flexible Infrastructure: Both Monitron and SiteWise are built on AWS's scalable infrastructure, so you can start small and expand your monitoring capabilities as needed. This flexibility means the solution can grow with your business and adapt to changing requirements.
4. Enhanced Visualization and Reporting: SiteWise allows you to create customized dashboards and reports to visualize equipment performance and maintenance trends. These visualizations help you identify patterns and root causes of issues, leading to more effective maintenance strategies.
5. Cost Efficiency: Using AWS Monitron and Amazon IoT SiteWise for predictive maintenance can save you a lot of money by reducing unplanned downtime, extending the life of your equipment, and optimizing maintenance schedules. Plus, the cloud-based nature of these services means you don't need expensive on-premises infrastructure.
As an example of just how price-effective Monitron and SiteWise are, take these figures into consideration:
SiteWise processes on a per-message basis for the brunt of its cost model. If an organization had 10 pieces of equipment processing 1 message per second, 24 hours per day, 30 days per month, the cost of the service would be........
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.......$40 per month.
Similarly, Monitron streams data to AWS, but is priced on a per-device basis (Monitron is best used when your equipment doesn't already have historian data capabilities for temperature and vibration).
For the same scenario above, assuming the 10 pieces of equipment all needed temperature and vibration capabilities, the cost to procure the equipment would be a one-time purchase of ~$1,700 for 10 devices and one ethernet gateway. Beyond that, each device costs $4.17 per month, or $50 per year.
So for around $2,500 in Year 1 costs, you would have full operational oversight of your equipment with IoT Sitewise and Monitron. I dare you to find another solution that cost-effective in the industry today!
Getting Started with AWS Monitron and Amazon IoT SiteWise
To start using AWS Monitron and Amazon IoT SiteWise, follow these steps:
1. Deploy AWS Monitron Sensors: Install Monitron sensors on your critical equipment to start capturing vibration and temperature data. The sensors are wireless and easy to set up, no special tools or expertise needed. They can also be purchased directly from Amazon.com.
2. Set Up the Monitron Gateway: Connect the Monitron gateway to your network to securely transfer data from the sensors to AWS. The gateway configures itself automatically, making the setup process a breeze. The gateway is available in both Wi-Fi and Ethernet options.
3. Configure Amazon IoT SiteWise: Use SiteWise to model your industrial assets and processes. Bring in data from Monitron and other sources to create a unified view of your operations.
4. Create Dashboards and Alerts: Build custom dashboards in SiteWise to visualize real-time data and set up alerts for abnormal conditions. These alerts can be sent via email, SMS, or integrated with your existing maintenance systems.
5. Analyze and Optimize: Keep an eye on equipment performance and analyze historical data to identify trends and optimize maintenance schedules. Use insights from SiteWise to make data-driven decisions that improve overall efficiency.
Using AWS Monitron and Amazon IoT SiteWise for real-time predictive maintenance can transform your manufacturing operations seemingly overnight. These tools provide real-time monitoring, comprehensive data analysis, and scalable infrastructure, helping you reduce downtime, lower maintenance costs, and boost operational efficiency.
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Shameless plug: For more details on how to implement these solutions in your organization, reach out to us today. We're experts in helping manufacturers leverage AWS technologies to drive innovation and efficiency.