Shuang Liu

Title: Innovations by Shuang Liu in Fault Detection for Refrigeration Units

Introduction

Shuang Liu is an accomplished inventor based in Hangzhou, China. She has made significant contributions to the field of refrigeration technology through her innovative patent. Her work focuses on enhancing fault detection methods using advanced deep learning models.

Latest Patents

Shuang Liu holds a patent for a "Fault detection method for refrigeration units based on improved deep learning model." This patent outlines a systematic approach that includes obtaining operating parameters of refrigeration units, detecting local outliers using a local outlier factor algorithm, and constructing a fault detection model. The method aims to accurately identify faults and their types in refrigeration units, thereby improving operational efficiency and reliability.

Career Highlights

Shuang Liu is affiliated with Hangzhou Dianzi University, where she contributes to research and development in her field. Her expertise in deep learning and fault detection has positioned her as a key figure in advancing refrigeration technology.

Collaborations

Shuang Liu has collaborated with notable colleagues, including Qiang Ding and Qixing Zeng. Their combined efforts in research have furthered the understanding and application of deep learning in fault detection.

Conclusion

Shuang Liu's innovative work in fault detection for refrigeration units exemplifies the intersection of technology and practical application. Her contributions are paving the way for advancements in the industry, showcasing the importance of innovation in enhancing operational efficiency.