Company Filing History:
Years Active: 2022-2023
Title: Boyan Xu: Innovator in SQL Statement Construction and Industrial System Abnormality Detection
Introduction
Boyan Xu is a prominent inventor based in Guangdong, China. He has made significant contributions to the fields of artificial intelligence and industrial systems. With a total of 2 patents, his work focuses on enhancing the efficiency and accuracy of SQL statement construction and detecting abnormalities in industrial systems.
Latest Patents
Boyan Xu's latest patents include a "Method for constructing SQL statement based on actor-critic network." This invention discloses a method and device for constructing SQL statements using reinforcement learning. The process involves initializing an actor-critic network parameter, acquiring a sequence pair of natural language and real SQL statements, and utilizing an actor network encoder to predict SQL statement actions. The method employs a gradient descent algorithm to update network parameters, resulting in a model that effectively translates natural language into SQL statements.
Another notable 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 data from a target domain to train an industrial system abnormal detection model. The model demonstrates strong generalization ability, allowing for the analysis of machine sensor data to determine if a machine is functioning abnormally.
Career Highlights
Boyan Xu is affiliated with the Guangdong University of Technology, where he contributes to research and development in his areas of expertise. His innovative approaches have garnered attention in the academic and industrial communities.
Collaborations
Boyan Xu has collaborated with notable colleagues, including Ruichu Cai and Zijian Li. Their joint efforts have further advanced the research and applications of their respective fields.
Conclusion
Boyan Xu's contributions to SQL statement construction and industrial system monitoring highlight his role as an influential inventor. His innovative patents reflect a commitment to improving technology and enhancing industrial processes.
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