Company Filing History:
Years Active: 2025
Title: Kuang-Ping Tseng: Innovator in Electrical Appliance Monitoring
Introduction
Kuang-Ping Tseng is a notable inventor based in Taipei, Taiwan. He has made significant contributions to the field of electrical appliance monitoring through his innovative methods and systems. His work focuses on enhancing the efficiency and functionality of electrical appliances.
Latest Patents
One of Kuang-Ping Tseng's key patents is titled "Method and system for identifying operating status of electrical appliance based on non-intrusive load monitoring." This patent describes a method that involves obtaining total power consumption history data of a target field and appliance power consumption history data of target electrical appliances. The method converts the appliance power consumption history data into a binary data set. It clusters the total power consumption history data into samples to obtain first feature data sets, which are then dimensionally reduced into second feature data sets. A machine learning model is trained using these second feature data sets and the binary data sets of the target electrical appliances to establish an operation identification model. This model identifies the operating status of the target electrical appliances based on total power consumption data.
Career Highlights
Kuang-Ping Tseng is affiliated with the Institute for Information Industry, where he continues to develop innovative solutions in the field of electrical engineering. His work has garnered attention for its practical applications and potential to improve energy efficiency in various settings.
Collaborations
He has collaborated with notable colleagues such as Wen-Jen Ho and Yung-Chieh Hung, contributing to advancements in their shared field of expertise.
Conclusion
Kuang-Ping Tseng's innovative approach to electrical appliance monitoring exemplifies the impact of technology on energy efficiency. His contributions through patents and collaborations highlight the importance of research and development in this vital area.