Feng Luan

Title: Innovations of Inventor Feng Luan

Introduction

Feng Luan is a notable inventor based in Shenyang, China. He has made significant contributions to the field of industrial equipment and hot-rolling processes. With a total of 2 patents, his work showcases innovative methods that enhance efficiency and accuracy in manufacturing.

Latest Patents

One of Feng Luan's latest patents is the "LSTM-based hot-rolling roll-bending force predicting method." This method involves acquiring final rolling data from a stainless steel rolling mill during the hot rolling process. The data is divided into training and test sets, normalized, and used to build a matrix for predicting the roll-bending force at subsequent moments. The process includes network training and validation against true values to ensure accuracy.

Another significant patent is the "Fault signal locating and identifying method of industrial equipment based on microphone array." This method focuses on acquiring sound signals and dividing them into training, verifying, and test sets. It employs feature extraction techniques and utilizes a CNN for learning translation invariance in the spectrogram. The output is then processed through RNN layers for fault identification and location.

Career Highlights

Feng Luan is currently associated with Northeastern University, where he continues to advance his research and innovations. His work is instrumental in improving industrial processes and equipment reliability.

Collaborations

Feng collaborates with notable colleagues, including Xu Li and Yan Wu, who contribute to his research endeavors and innovations.

Conclusion

Feng Luan's contributions to the field of industrial technology through his innovative patents demonstrate his expertise and commitment to advancing manufacturing processes. His work not only enhances operational efficiency but also sets a foundation for future innovations in the industry.