Company Filing History:
Years Active: 2021-2022
Title: Yinuo Du: Innovator in AI and Smart Meter Technologies
Introduction
Yinuo Du is a prominent inventor based in Palm Beach Gardens, Florida. She has made significant contributions to the fields of artificial intelligence and smart meter technologies. With a total of 2 patents, her work focuses on enhancing machine learning and improving electric power distribution systems.
Latest Patents
Yinuo Du's latest patents include an AI image recognition training tool set and a system for outage prevention in electric power distribution grids. The AI image recognition training tool set involves systems and methods to label images for inclusion in a machine learning image recognition training data set. This innovative approach defines a coded labeling definition and collects a set of digital images that include various types of equipment. The system allows for the automatic association of unlabeled images with their respective numeric codes, enhancing the efficiency of machine learning image recognition.
The second patent addresses outage prevention in electric power distribution grids using smart meter messaging. This system utilizes advanced data mining decision trees to predict local equipment failures based on smart meter message behaviors. By creating proactive investigation tickets, the system can detect failures in higher-level device equipment and improve customer service processes.
Career Highlights
Yinuo Du is currently employed at Florida Power & Light Company, where she applies her expertise in developing innovative solutions for energy management and distribution. Her work has been instrumental in advancing the company's capabilities in smart technology and machine learning applications.
Collaborations
Yinuo collaborates with notable colleagues, including Eric Davis Schwartz and Aaron J Epel. Their combined efforts contribute to the development of cutting-edge technologies in their respective fields.
Conclusion
Yinuo Du's contributions to AI and smart meter technologies exemplify her commitment to innovation and excellence. Her patents reflect a deep understanding of complex systems and a dedication to improving energy efficiency and machine learning applications.