Company Filing History:
Years Active: 2021-2025
Title: Ede Szarka: Innovator in Wind Turbine Failure Prediction
Introduction
Ede Szarka is a notable inventor based in Budapest, Hungary. He has made significant contributions to the field of predictive maintenance, particularly in the wind energy sector. With a total of three patents to his name, Szarka's work focuses on enhancing the reliability and efficiency of wind turbines.
Latest Patents
One of Szarka's latest patents is a scalable system and engine for forecasting wind turbine failure. This innovative method utilizes various pipelines of a prediction system. It involves receiving event and alarm data from event logs, failure data, and asset data from Supervisory Control and Data Acquisition (SCADA) systems. The process includes retrieving patterns of events and historical sensor data from wind turbine components. Szarka's approach trains a set of models to predict faults for each component, using different observation and lead time windows. Each model is evaluated using standardized metrics to select the one with the preferred lead time and accuracy. The system then applies the selected model to current sensor data to generate a component failure prediction. This prediction is compared to a threshold, leading to the generation of alerts and reports based on the comparison.
Career Highlights
Ede Szarka is currently employed at Utopus Insights, Inc., where he continues to develop innovative solutions for the energy sector. His work is instrumental in advancing technologies that improve the operational efficiency of wind turbines.
Collaborations
Szarka collaborates with talented individuals such as Yajuan Wang and Gabor Solymosi, contributing to a dynamic team focused on innovation in predictive maintenance.
Conclusion
Ede Szarka's contributions to the field of wind turbine failure prediction exemplify the importance of innovation in renewable energy. His patents reflect a commitment to enhancing the reliability of wind energy systems, ultimately supporting the transition to sustainable energy solutions.