Simply ML / AI
CMMS / EAM Knowledge Base
Within the CMMS system, we have developed a dedicated ML module that supports decision-making processes with advanced computational tools. In today’s Industry 4.0 era, and in the context of the new pandemic reality, it is essential to back decision-making and diagnostic processes with appropriate tools. Introducing a predictive module into your organization helps optimize equipment usage and prevent certain failures.
Key Components of the Simply ML Module
The Simply ML system has been designed to enable seamless introduction of predictive capabilities into your organization. The module can be deployed either via Azure cloud services or on local servers at the client’s site:
The Simply ML system has been designed to enable seamless introduction of predictive capabilities into your organization. The module can be deployed either via Azure cloud services or on local servers at the client’s site:
- ML Configuration Module
- Data Aggregation Module
- Prediction Module
- Reporting and Alerts Module
Simply ML Implementation Process
- Identify the equipment subject to prediction
- Install new sensors or integrate with existing ones
- Identify event types and map them to historical data
- Prepare data and train predictive models
- Deploy, monitor, and optimize predictive models