Various examples are provided for dynamically updating or adapting predictive modeling for
prediction of outcomes of interest for operating systems and processes. Embodiments of the …

(57) ABSTRACT A fault prediction system includes a machine learning device that learns
conditions associated with a fault of an industrial machine. The machine learning device …

SUMMARY OF THE INVENTION A non-transitory computer readable storage medium,
comprising executable instructions to collect network traffic data, produce a Fourier …

An example method utilizing different pipelines of a pre diction system, comprises receiving
event and alarm data from event logs, failure data, and asset data from Supervi sory Control …

A programmable logic controller comprises a processor, a PLC operating environment, a
device memory, and an app container. The PLC operating environment is configured to …

An example method comprises receiving historical sensor data from sensors of components
of wind turbines, training a set of models to predict faults for each component using the …

An example method comprises receiving historical wind turbine failure data and asset data
from SCADA systems, receiving first historical sensor data, determining healthy assets of the …

A diagnostic device and diagnostic method for monitoring operation of a technical system
with an automation system, wherein values of process variables, which were previously …

A method and system for analyzing equipment degradation for maintaining the equipment
are provided. The method and system receive and store equipment and sensor data …

A method of detecting status changes, and a corresponding point-in-time, in monitored
entities, includes receiving one or more elements of time-series data from one or more …