Ming Xiang

Title: Innovations by Ming Xiang: Pioneering Wind Power and Circuit Health Predictions

Introduction

Ming Xiang is an accomplished inventor based in Hubei, China, known for his significant contributions to the fields of wind power prediction and circuit health monitoring. With a portfolio of nine patents, his innovative approaches have garnered attention in both academic and industrial circles.

Latest Patents

Among his latest patented inventions, Ming has developed a “Wind Power Prediction Method and System for Optimizing Deep Transformer Network.” This method employs a whale optimization algorithm to improve the accuracy of wind power predictions by analyzing sequence data related to wind power and other influencing factors. The data is divided into training and test sets, where a Transformer network model is established to predict wind power by determining the average absolute error as a fitness value in the optimization process.

Another notable patent is the “Circuit Health State Prediction Method and System Based on Integrated Deep Neural Network.” This invention focuses on predicting failures in power electronic circuits by diagnosing their health states through historical data. By utilizing a deep neural network, it establishes health indices based on output signals from parameter aging simulations and provides accurate predictions of circuit health states that are both effective and easy to implement.

Career Highlights

Ming Xiang has made remarkable strides in his career, having worked with prominent organizations such as Wuhan China Star Optoelectronics Semiconductor Display Technology Co., Ltd. and Wuhan University. His experiences in these institutions have undoubtedly contributed to his innovative mindset and technical expertise.

Collaborations

Throughout his career, Ming has had the opportunity to collaborate with talented individuals such as Yigang He and Liulu He. These partnerships have further enhanced his research capabilities and innovation-focused projects, demonstrating the importance of teamwork in scientific advancements.

Conclusion

Ming Xiang stands out as a forward-thinking inventor whose contributions to wind energy prediction and circuit diagnostics showcase his commitment to advancing technology. As he continues to develop innovative solutions, his work will undoubtedly influence future research and applications in these critical fields.