AKEL

Automatic Knowledge Extraction Library

Servitization
AKEL is an online application that enables the extraction of a Knowledge Base on the operation and performance of industrial equipment out from the analysis of historical logs and operation manuals. AKEL works closely with the ii40_Connect monitoring platform, enabling the aggregation of additional information when carrying out remote diagnosis and assistance, and for predictive models as part of a Servitization strategy.

AKEL Capabilities

Process

Operation Logs Analysis 

Profit from the information available in the operational logs of your equipment, without having to navigate endless message lines and confusing codes.

AKEL consumes the log files from different types of machines and manufacturers, and applying artificial intelligence algorithms, it builds a readable timeline to follow the equipment’s operation.

AKEL enables the extraction of rich knowledge about the normal operating parameters, failure sequences, and correlations of critical magnitudes for a predictive maintenance and remote assistance.

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