Xinran Liang

Title: Innovations by Xinran Liang in Fault Diagnosis Systems

Introduction

Xinran Liang is an accomplished inventor based in Shanghai, China. He has made significant contributions to the field of fault diagnosis systems. His innovative work focuses on enhancing the reliability and efficiency of target devices through advanced diagnostic techniques.

Latest Patents

Xinran Liang holds a patent for "Systems and methods for fault diagnosis." This patent describes a system that acquires a vibration signal from a target device and determines one or more feature values of that signal. The system further assesses the fault condition of the target device by applying a fault diagnosis model to the feature values. This model includes a trained first component with multiple stacked trained Restricted Boltzmann Machines (RBMs) and a trained second component that connects to the first. The second component consists of a trained fully connected layer and a trained output layer linked to the fully connected layer. Xinran Liang has 1 patent to his name.

Career Highlights

Xinran Liang is currently employed at Shanghai United Imaging Intelligence Co., Ltd. His role involves developing cutting-edge technologies that improve fault diagnosis processes. His expertise in this area has positioned him as a key player in the advancement of diagnostic systems.

Collaborations

Xinran Liang collaborates with Xiang Sean Zhou, who is also a talented professional in the field. Their partnership enhances the innovative capabilities of their projects and contributes to the success of their initiatives.

Conclusion

Xinran Liang's work in fault diagnosis systems exemplifies the impact of innovation in technology. His contributions are paving the way for more reliable and efficient diagnostic solutions in various industries.