Location History:
- Clifton Park, NY (US) (2022)
- Schenectady, NY (US) (2022)
Company Filing History:
Years Active: 2022
Title: Innovations of Hongyan Liu in Wind Power Forecasting
Introduction
Hongyan Liu is an accomplished inventor based in Clifton Park, NY (US). She has made significant contributions to the field of wind power forecasting, holding 2 patents that enhance the efficiency and reliability of wind farm operations. Her work focuses on developing systems and methods that optimize power production from wind farms.
Latest Patents
Hongyan Liu's latest patents include a "System and method for controlling power production from a wind farm." This innovative system incorporates tunable power production forecasts to ensure optimal performance of wind farms. The method utilizes a tunable power forecasting model that generates coefficients based on an asymmetric loss function applied to actual power production data. It also includes tuning factors that adjust forecasts towards under or over forecasting. The forecasts are continuously monitored for degradation, allowing for timely control actions to regenerate coefficients or retune the model.
Another notable patent is the "System and method for forecasting power output of a wind farm." This method involves collecting actual operational data and site information for the wind farm, predicting future operational data, and generating a model-based power output forecast. Real-time operational data is measured and used to adjust the power output forecast, ensuring accurate farm-level power output predictions.
Career Highlights
Hongyan Liu is currently employed at General Electric Company, where she applies her expertise in wind energy technologies. Her innovative approaches have contributed to advancements in renewable energy solutions, particularly in optimizing wind farm performance.
Collaborations
Some of her notable coworkers include Subhankar Ghosh and Necip Doganaksoy, with whom she collaborates on various projects related to wind energy and power forecasting.
Conclusion
Hongyan Liu's contributions to wind power forecasting demonstrate her commitment to advancing renewable energy technologies. Her innovative patents and work at General Electric Company highlight her role as a leading inventor in the field.