Mengjie Hu

Title: Mengjie Hu - Innovator in Industrial Process Soft Sensors

Introduction

Mengjie Hu is a prominent inventor based in Jiangsu, China. She has made significant contributions to the field of industrial process soft sensors. Her innovative work focuses on enhancing prediction performance while ensuring data privacy in industrial applications.

Latest Patents

Mengjie Hu holds a patent for an "Industrial process soft sensor method based on federated stochastic configuration network." This patent outlines a method that includes acquiring historical industrial process auxiliary data and corresponding product quality data. It involves finding optimal hidden layer parameters and processing them through a central server to obtain global parameters. These parameters are then downloaded to each factory for local model use. The method also includes obtaining output weights through an optimization algorithm and uploading them for weighted aggregation. This approach effectively improves the prediction performance of models while protecting data privacy, thus meeting the requirements of industrial process soft sensors.

Career Highlights

Mengjie Hu is affiliated with the China University of Mining and Technology. Her work at this institution has allowed her to focus on research and development in the field of industrial processes. She has demonstrated a commitment to advancing technology that benefits both industry and academia.

Collaborations

Mengjie Hu has collaborated with notable colleagues, including Wei Dai and Lanhao Wang. These partnerships have contributed to her innovative research and the successful development of her patented methods.

Conclusion

Mengjie Hu is a trailblazer in the field of industrial process soft sensors, with her patent showcasing her innovative approach to improving prediction performance and data privacy. Her contributions continue to influence the industry positively.