Mingguang Liu

Title: Mingguang Liu: Innovator in Energy Management

Introduction

Mingguang Liu is a prominent inventor based in Beijing, China. He has made significant contributions to the field of energy management, particularly in optimizing the participation of electric vehicles in ancillary service markets. With a total of 2 patents, Liu's work focuses on enhancing the efficiency and reliability of energy systems.

Latest Patents

Liu's latest patents include an "Optimal allocation method for stored energy coordinating electric vehicles to participate in ancillary service market." This invention outlines a systematic approach to predict the capacity of electric vehicles (EVs) and optimize their participation in the ancillary service market. The method employs techniques such as least square support vector machine (LSSVM) for capacity prediction and particle swarm optimization (PSO) for energy storage model solutions.

Another notable patent is the "Power load forecasting method in multi-energy coupling mode." This invention introduces a load forecasting method that utilizes a multi-energy coupling scene to improve calculation efficiency and model stability. By establishing a multilevel indicator system and employing adaptive firework algorithm (AFWA), Liu's method enhances the accuracy of power demand forecasting.

Career Highlights

Mingguang Liu has worked at North China Electric Power University, where he has contributed to research and development in energy systems. His academic background and professional experience have equipped him with the knowledge and skills necessary to innovate in the energy sector.

Collaborations

Liu has collaborated with notable colleagues, including Dunnan Liu and Lingxiang Wang. These partnerships have fostered a collaborative environment that encourages innovation and the sharing of ideas.

Conclusion

Mingguang Liu is a key figure in the field of energy management, with a focus on optimizing electric vehicle participation in energy markets. His innovative patents and collaborative efforts highlight his commitment to advancing energy solutions.