Esraa Maher Mounir Samy Moustafa

Title: Esraa Maher Mounir Samy Moustafa: Patent Profile

Introduction

Esraa Maher Mounir Samy Moustafa is an inventor associated with Fort Myers, Florida, and Oracle International Corporation. Her patent work addresses autonomous situation awareness, ambient intelligence, and anomaly-driven control suggestions.

Latest Patents

Moustafa is named on one patent: “Autonomous Situation Awareness with Ambient and Reflexive Context and Anomaly-Driven Predicates.” The invention describes systems and methods that analyze streams of multivariate observations about system status and command variables. Machine-learning estimates of ambient variables supplement those observations, while residuals between observed and estimated system values help identify anomalies. Predicates are then used to evaluate the anomalies and select a command variable for adjustment. The system predicts future system values, generates a suggestion for the selected command variable, and issues an electronic alert recommending that asset controls be adjusted accordingly.

Career Highlights

Moustafa’s listed patent activity is associated with Oracle International Corporation. Her patent focuses on combining machine-learning estimates, anomaly detection, and predictive recommendations to support automated situation awareness and control decisions.

Collaborations

Gerard Warrens is identified as a coworker. The available information does not specify his role in the patent or whether he collaborated on the invention.

Conclusion

Esraa Maher Mounir Samy Moustafa’s patent presents an approach to using ambient context and anomaly-driven analysis to inform predictive control adjustments.