Company Filing History:
Years Active: 2022-2024
Title: Oren Benjamin: Innovator in Energy Monitoring Technologies
Introduction
Oren Benjamin is a notable inventor based in Arlington, VA (US), recognized for his contributions to energy monitoring technologies. With a total of 6 patents, he has made significant strides in the field of machine learning applications for energy usage analysis.
Latest Patents
Oren's latest patents include innovative methods for non-intrusive load monitoring using machine learning and processed training data. These embodiments implement a novel learning scheme that allows for the disaggregation of device energy usage from overall household energy consumption. A trained machine learning model is utilized to predict energy usage for specific devices based on the total household energy usage over time. Additionally, he has developed trained models for discovering target device presence, which generate predictions about energy usage from source location energy consumption. This technology enhances the ability to monitor and analyze energy usage patterns effectively.
Career Highlights
Oren Benjamin is currently employed at Oracle International Corporation, where he continues to advance his research and development in energy monitoring technologies. His work focuses on leveraging machine learning to improve energy efficiency and provide valuable insights into household energy consumption.
Collaborations
Oren collaborates with talented individuals such as Selim Mimaroglu and Arhan Gunel, contributing to a dynamic team environment that fosters innovation and creativity in their projects.
Conclusion
Oren Benjamin's work in energy monitoring technologies exemplifies the intersection of innovation and practical application. His contributions are paving the way for smarter energy management solutions that benefit both consumers and the environment.