Jinan, China

Shi Zhang


Average Co-Inventor Count = 4.0

ph-index = 1


Company Filing History:


Years Active: 2025

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1 patent (USPTO):Explore Patents

Title: Innovations by Shi Zhang in Integrated Energy Systems

Introduction

Shi Zhang is an accomplished inventor based in Jinan, China. He has made significant contributions to the field of integrated energy systems through his innovative approaches and methodologies. His work focuses on optimizing the dispatching of multiple energy sources, which is crucial for enhancing the efficiency and reliability of energy systems.

Latest Patents

Shi Zhang holds a patent for a "Method and system for dispatching multiple energy sources in integrated energy system." This invention involves a comprehensive method for analyzing and calculating multi-energy flow within an integrated energy system (IES). The process includes establishing electrical power flow, hydraulic, and thermal models to create a preliminary model of the IES. He constructs DHL-LSTM and SHL-LSTM neural networks for nonlinear regression of the electrical power flow and hydraulic models, respectively. The invention also emphasizes training these models while incorporating error compensations, ultimately leading to a mechanism-driven linear thermal model. This model is embedded into the error-compensated hydraulic and electrical power flow models to form a final model for analysis and calculation of multi-energy flow. The invention effectively addresses the coupling properties within the system and improves convergence speed when solving high nonlinear problems.

Career Highlights

Shi Zhang is affiliated with Shandong University, where he continues to advance research in energy systems. His academic and professional journey has been marked by a commitment to innovation and excellence in the field of energy management.

Collaborations

Shi Zhang collaborates with notable colleagues, including Ke Li and Chenghui Zhang, who contribute to his research endeavors and enhance the collaborative environment at Shandong University.

Conclusion

Shi Zhang's innovative work in integrated energy systems exemplifies the potential for advancements in energy management. His patent reflects a significant step forward in optimizing energy flow and addressing complex challenges in the field.

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