Predictive Maintenance System
ATLANTIS solution is used to detect anomalies and predict machine failures based on the approach of an event-based prediction mechanism.
Fusion is a service, which combines the output of multiple prediction models into a single one based on a given weighting strategy.
A complete solution to efficiently and effectively detect and predict prominent machinery failures in order to avoid or to handle as early as possible fault events. Through a variety of AI techniques and algorithms, reliable detection & prediction results are provided in order to monitor the equipment and its structural health as well as predict future failures. The platform sends alerts to the engineers of appropriate departments and can directly communicate with ERP, MES, etc. systems in order to facilitate the maintenance process.
- Fault Prediction
- Fault Detection
- Communication with CMMS
- Communication with PLC systems
- Identification of patterns before failure incidents with a state-of-the art motif discovery algorithm
- Handling of Big Data, alleviating the need for strict threshold specification
- Model output combination to increase precision and reliability
Predictive maintenance based on condition monitoring and machine learning to optimize maintenance activities