Kai Huang

Title: Innovations by Inventor Kai Huang

Introduction

Kai Huang is a notable inventor based in Shandong, China. He has made significant contributions to the field of electromyography through his innovative methods and technologies. His work focuses on enhancing the accuracy and efficiency of torque matching in mechanical applications.

Latest Patents

One of Kai Huang's key patents is titled "Surface electromyography signal-torque matching method based on multi-segmentation parallel CNN model." This patent outlines a method that involves several steps, including collecting torque signals and surface electromyography (sEMG) signals during the tightening of a bolt. The process includes dividing the range of a transducer into multiple granularities, generating torque sub-ranges, and labeling them accordingly. The method further involves generating sEMG graphs, determining torque labels, establishing a sample set, and building a multi-segmentation parallel CNN model for training. Ultimately, this model is used to identify assembly torques based on the sEMG signals of the operator.

Career Highlights

Kai Huang has worked at prominent institutions such as Qingdao University of Technology and Xi'an Jiaotong University. His experience in these academic environments has allowed him to develop and refine his innovative techniques in electromyography and torque matching.

Collaborations

Throughout his career, Kai Huang has collaborated with notable colleagues, including Cheng Jun Chen and Dong Li. These partnerships have contributed to the advancement of his research and the successful implementation of his patented technologies.

Conclusion

Kai Huang's contributions to the field of electromyography and torque matching demonstrate his innovative spirit and dedication to advancing technology. His patent reflects a significant step forward in the application of surface electromyography in mechanical processes.