Company Filing History:
Years Active: 2021
Title: Lei Fan: Innovator in Predictive Maintenance
Introduction
Lei Fan is a notable inventor based in Xi'an, China. He has made significant contributions to the field of predictive maintenance through his innovative patents. With a total of 2 patents, Lei Fan is recognized for his expertise in utilizing advanced data mining techniques to enhance maintenance processes.
Latest Patents
Lei Fan's latest patents focus on predictive maintenance utilizing supervised sequence rule mining. These patents describe a method where statistically significant event patterns are used to predict the timing for performing maintenance on entities. The event patterns are determined based on a target variable that indicates an undesired value for a given entity when the event pattern occurs. Furthermore, these patterns are filtered based on their distributions across multiple entities and during both desired and undesired operations. This predictive maintenance process is established on significant event patterns, which serve as the basis for maintenance tasks.
Career Highlights
Lei Fan is currently employed at International Business Machines Corporation, commonly known as IBM. His work at IBM has allowed him to apply his innovative ideas in a corporate environment, contributing to advancements in predictive maintenance technologies.
Collaborations
Lei Fan collaborates with talented coworkers, including Sier Han and Xiao Ming Ma, who contribute to his projects and enhance the innovative environment at IBM.
Conclusion
In summary, Lei Fan is a distinguished inventor whose work in predictive maintenance is paving the way for more efficient maintenance processes. His contributions to the field are significant and continue to impact the industry positively.