John Edmund LaFleche

Title: John Edmund LaFleche: Innovator in Wind Farm Power Performance

Introduction

John Edmund LaFleche is a notable inventor based in Ballston Lake, NY (US). He has made significant contributions to the field of renewable energy, particularly in the optimization of wind turbine performance. His innovative approach combines machine learning with analytic monitoring to enhance the efficiency of wind farms.

Latest Patents

LaFleche holds a patent for a "Machine-learning model-based analytic for monitoring wind farm power performance." This patent outlines a method for controlling a wind turbine by detecting various analytic outputs related to its power performance. The method involves analyzing these outputs and generating a computer-based model to estimate the power magnitude of the wind turbine. If the power magnitude falls outside a selected range, the system implements a control action to optimize performance. This innovative approach is crucial for improving the reliability and efficiency of wind energy systems.

Career Highlights

LaFleche is currently employed at General Electric Company, where he applies his expertise in machine learning and analytics to advance wind energy technologies. His work focuses on developing solutions that enhance the operational performance of wind turbines, contributing to the broader goal of sustainable energy production.

Collaborations

Some of his notable coworkers include Scott Charles Evans and Arunvenkataraman Subramanian. Their collaborative efforts in the field of renewable energy have led to advancements that benefit the industry as a whole.

Conclusion

John Edmund LaFleche's innovative work in wind farm power performance exemplifies the potential of machine learning in renewable energy. His contributions are paving the way for more efficient and reliable wind energy solutions.