Wen Wen

Title: Innovations of Inventor Wen Wen

Introduction

Wen Wen is a notable inventor based in Guangdong, China. He has made significant contributions to the field of technology, particularly in the areas of SQL statement construction and industrial system anomaly detection. With a total of 2 patents, Wen Wen continues to push the boundaries of innovation.

Latest Patents

Wen Wen's latest patents include a "Method for constructing SQL statement based on actor-critic network." This invention discloses a method and a device for constructing a SQL statement based on reinforcement learning. The method involves initializing an actor-critic network parameter, acquiring a sequence pair of natural language and real SQL statements from a dataset, and using an encoded hidden state as an initialized hidden state of a corresponding decoder. The actor network decoder gradually predicts a SQL statement action, which is then inputted to a critic network decoder and an environment to obtain a corresponding reward. A gradient descent algorithm is used to update the network parameters, ultimately resulting in a model that constructs SQL statements from natural language.

Another significant patent is the "Method for detecting abnormity in unsupervised industrial system based on deep transfer learning." This invention utilizes labeled machine sensor sequence data from a source domain and unlabeled sensor sequence data from a target domain to train an industrial system abnormal detection model. The model is designed to have good generalization ability, allowing it to analyze received machine sensor sequence data and determine whether a machine is functioning abnormally.

Career Highlights

Wen Wen is affiliated with the Guangdong University of Technology, where he contributes to research and development in his field. His work has garnered attention for its innovative approach to solving complex problems in technology and industrial systems.

Collaborations

Wen Wen collaborates with several talented individuals, including Ruichu Cai and Boyan Xu. Their combined expertise enhances the research and development efforts at the Guangdong University of Technology.

Conclusion

Wen Wen's contributions to technology through his patents demonstrate his commitment to innovation and problem-solving. His work in SQL statement construction and industrial system anomaly detection showcases the potential for advancements in these fields.