Collect and Analyze Data Easily Using AWS IoT SiteWise

Introduction

AWS IoT SiteWise collects data from the plant floor with a local gateway, structures & labels that data, and generates real-time KPIs & metrics to make better data-driven decisions.

It is a managed service that enables you to collect, model, analyze, and visualize data from your large-scale industrial assets. AWS IoT SiteWise Monitor enables non-technical users to quickly create web applications for viewing and analyzing industrial data in real-time. Gain insight into your industrial operations by configuring and monitoring metrics such as mean time between failures and overall equipment effectiveness (OEE). AWS IoT SiteWise Edge allows you to view and process data on your on-premises devices.

Site Wise lets you liberate that data and connect it to the cloud unlocking powerful use cases you can use SiteWise to monitor operations across facilities quickly compute common industrial performance metrics and create applications that analyze industrial equipment data across all your facilities to improve overall equipment effectiveness.

Architecture of AWS IoT SiteWise

Working with AWS IoT SiteWise is easy. The process starts with all your data and files being taken over. This is done via OPC UA and MQTT protocols. Additionally, we streamline the process by providing software that runs on the portal. This optimizes data collection and management. As a result, all data is passed securely to the AWS cloud via on-premises data servers.

Source: AWS

Working of AWS IoT SiteWise

AWS IoT SiteWise provides an asset modeling framework that you can use to create representations of your industrial devices, processes, and assets. Use asset models to define the raw data to consume and how to process the raw data into complex metrics. You can create and visualize assets and models for your industrial operations in the AWS IoT SiteWise console. You can configure your asset model to collect and process data at the edge or process data in the AWS Cloud.

Advantages

• Consistently collect data from all sources
  AWS IoT SiteWise enables you to reliably collect, organize, access, and understand data from multiple facilities without the need to develop additional software can do. You can query information and metrics about devices or processes across multiple facilities and make them directly available to your applications. AWS IoT SiteWise is built-in for the data collection, management, and visualization capabilities you need. This allows us to invest development resources in new applications that help us learn more from our data.
• Identify problems quickly with remote monitoring
  Use AWS IoT SiteWise to remotely assess the performance of your industrial assets across sites. In the past, you would have to send a technician to diagnose the problem and then send another technician to fix the problem. Problems can now be diagnosed remotely, and a technician can be dispatched only when the problem needs to be fixed. Spend less time coordinating on-site diagnostic activities and free up technicians to focus on what they do best: understand operations and design better systems.
• Improve processes across sites with a single source of data
  Visibility across industrial plants helps you streamline operations and identify production gaps and waste. AWS IoT SiteWise allows you to model industrial processes and assets across multiple facilities and automatically discover and visualize live and historical asset data using customizable charts and dashboards. With SiteWise Monitor, he can launch web applications in minutes with asset data so industrial engineers can respond to problems or spot differences between facilities. With SiteWise Monitor, you can easily create a centralized source of truth to better understand operations, improve processes, and reduce waste across your organization.
• Versatile
  AWS IoT SiteWise is a dynamic, easy-to-use, and convenient tool that can be used across multiple industries. It helps collect, organize, and use data across industries. From manufacturing to utilities, IoT companies rely on his SiteWise to catch and detect problems. This made the process easier and less frustrating.With the above benefits, AWS IoT SiteWise saves not only time and effort, but also resources. Visualization and improvement of operations with simple hacks are another great advantages that this program offers. Decision making and work are also faster and more structured.

Use cases

Manufacturing
AWS IoT SiteWise makes it easy to collect and use data from your devices to identify and reduce inefficiencies to improve your industrial operations. AWS IoT SiteWise collects data from manufacturing lines and assembly robots and transfers it to the AWS Cloud to help you build performance metrics for your specific devices and processes. You can use these metrics to understand the overall effectiveness of your operations and identify opportunities for innovation and improvement. You can also view your manufacturing process to identify equipment and process defects, production gaps, or product defects.

Food and Beverage
Food and Beverage facilities perform a variety of food processing operations such as milling and milling grains, butchering, and packaging meats, and assembling, cooking, and freezing microwaveable foods. These processing facilities are often distributed over multiple locations, with process engineers and equipment operators monitoring the process and equipment at a central location. For example, you can monitor refrigeration units, assess raw material handling and expiration dates, and monitor waste generation across facilities to ensure operational efficiency. With AWS IoT SiteWise, sensor data streams from multiple locations can be grouped by production line and facility, enabling machine operators to better understand and improve processes across facilities.

Energy and Utilities
companies often locate power generation equipment in remote locations, far away from technicians trained to repair the equipment. When a problem occurs, the technician is notified, travels to the site to diagnose the problem, and then travels again to fix it. AWS IoT SiteWise makes resolving device issues easier and more efficient. You can remotely monitor asset performance in real-time and access historical equipment data from anywhere to identify potential problems, allocate appropriate resources, and prevent and correct problems faster.

Here you can see AWS provide a lot of different resources including a demo with temporary assets and data so you can play around and get comfortable

New Updates on AWS IoT SiteWise

• AWS IoT SiteWise makes it easy for customers to collect data from large-scale industrial assets. New enhancements reduce the number of steps required to load device data into the cloud and provide more flexibility for customers to model physical operations using AWS IoT SiteWise asset models and assets.
• AWS IoT SiteWise also released new access control improvements to device data. You can now grant a user access to streams associated with one facility and restrict access to streams associated with another facility within his AWS account. For more information, see How AWS IoT SiteWise works with his IAM in the user guide.
• These extensions are enabled by default for all new AWS IoT SiteWise customers.

Conclusion

AWS IoT SiteWise makes it easy for customers to collect data from large-scale industrial assets. Working with AWS IoT SiteWise is easy. It is a managed service that enables you to collect, model, analyze, and visualize data from your large-scale industrial assets. It provides an asset modeling framework that you can use to create representations of your industrial devices, processes, and assets.

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