Enhancing Industrial Analytics with TrendMiner and AWS
Accelerating Industry 4.0 and Sustainable Operations with TrendMiner and AWS
The combination of TrendMiner and AWS, helps accelerate initiatives like industry 4.0, sustainability and analytics-enabled operations. With its plug-and-play approach, TrendMiner can be deployed on AWS’s scalable infrastructure and can be found on the AWS Marketplace. TrendMiner is the perfect solution for industrial analytics on top of AWS solutions like IoT SiteWise and Timestream and its functionality can be extended with AWS services like Lookout For Equipment and Sagemaker.
Overview
Optimizing Operations with TrendMiner and AWS Integration
TrendMiner and AWS IoT SiteWise: Seamless Industrial Asset Connectivity
With plug-and-play connectivity to AWS IoT SiteWise, users can easily bring asset hierarchies, sensor data, and alarms from AWS into TrendMiner. Once connected, you can navigate and analyze historical sensor data, build models, and contextualize information. TrendMiner allows users to follow up on IoT SiteWise alarms and visualize time-series data in just a few clicks, making it easy to present findings in dashboards or reports.
TrendMiner and Amazon Timestream: Enhanced Time-Series Analytics
The connector for Amazon Timestream enables seamless integration of time-series data within TrendMiner. Users can search for signals from Timestream and add them to their view for in-depth analysis. By leveraging this data, TrendMiner helps users build models, make predictions, and gain valuable insights for better decision-making, all while contextualizing the data for easy interpretation.
TrendMiner and Amazon Sagemaker: Integrated Machine Learning
Already using Sagemaker for model building? With TrendMiner’s MLHub, you can import Sagemaker models to leverage TrendMiner’s powerful monitoring and diagnostic capabilities. This allows you to test and validate models directly within TrendMiner, enabling predictions and early warnings that improve operational efficiency and decision-making.
TrendMiner and Amazon Lookout for Equipment: Advanced Predictive Maintenance
Use the APIs from Amazon Lookout for Equipment to bring your trained machine learning models into TrendMiner. This integration helps teams investigate potential equipment issues early by displaying early warnings within TrendMiner’s Context Items. By improving asset uptime and comparing multiple assets’ health, this tool helps optimize performance and extend equipment life.
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