Menglin Li

Title: Innovations of Menglin Li in Wind Power Prediction

Introduction

Menglin Li is a notable inventor based in Jinan, China. He has made significant contributions to the field of wind power prediction through his innovative methods and systems. His work focuses on enhancing the accuracy of wind power predictions, which is crucial for optimizing energy production from renewable sources.

Latest Patents

Menglin Li holds a patent for a "Wind power prediction method and system based on deep deterministic policy gradient algorithm." This invention relates to the technical field of wind power prediction. The method employs multiple different prediction techniques to create a combined prediction sub-model. It utilizes a deep deterministic policy gradient (DDPG) algorithm to maximize discount benefits by allowing an agent to interact with an external prediction environment through constant trial-and-error attempts. The agent is capable of perceiving the external environment and dynamically assigning weights to various prediction sub-models, resulting in accurate predictions.

Career Highlights

Menglin Li is affiliated with Shandong University, where he continues to advance research in renewable energy technologies. His work has garnered attention for its innovative approach to solving complex problems in wind power forecasting.

Collaborations

Menglin Li collaborates with esteemed colleagues, including Ming Yang and Yixiao Yu. Their combined expertise contributes to the development of cutting-edge solutions in the field of wind energy.

Conclusion

Menglin Li's contributions to wind power prediction exemplify the importance of innovation in renewable energy. His patent and ongoing research efforts are paving the way for more efficient and reliable wind energy systems.