Desong Bian

Title: The Innovative Contributions of Desong Bian

Introduction

Desong Bian is a prominent inventor based in San Jose, California. He has made significant contributions to the field of energy management and control systems. With a total of 2 patents, his work focuses on utilizing advanced technologies to optimize energy usage in commercial settings.

Latest Patents

One of Desong Bian's latest patents is titled "Deep reinforcement learning based real-time scheduling of Energy Storage System (ESS) in commercial campus." This innovative system employs deep reinforcement learning to determine optimal actions for major components in a commercial building. The goal is to minimize operational costs while maximizing the comfort levels of occupants. An unsupervised deep Q-network method is introduced to address the energy management problem by evaluating the influence of operational costs on comfort levels, considering environmental factors at each time slot. This approach allows for deriving optimum control decisions that target both immediate and long-term goals, balancing exploration and exploitation.

Another notable patent is the "Multi-objective real-time power flow control method using soft actor-critic." This patent discloses systems and methods for controlling voltage profiles, line flows, and transmission losses in a power grid. It forms an autonomous multi-objective control model using one or more neural networks as a Deep Reinforcement Learning (DRL) agent. The DRL agent is trained to provide data-driven, real-time, and autonomous grid control strategies. This innovation coordinates and optimizes power controllers to regulate voltage profiles, line flows, and transmission losses in dynamic and stochastic environments.

Career Highlights

Desong Bian has worked with various organizations, including the Global Energy Interconnection Research Institute North America. His experience in these roles has allowed him to develop and refine his innovative ideas in energy management.

Collaborations

Throughout his career, Desong has collaborated with notable colleagues such as Ruisheng Diao and Di Shi. These collaborations have contributed to the advancement of his research and the successful development of his patents.

Conclusion

Desong Bian's contributions to energy management through his innovative patents demonstrate his commitment to enhancing operational efficiency and occupant comfort in commercial buildings. His work continues to influence the field and pave the way for future advancements in energy control systems.