Company Filing History:
Years Active: 2020-2021
Title: Innovations of Mohammed Sarraj in Corrosion Detection
Introduction
Mohammed Sarraj is an accomplished inventor based in Thuwal, Saudi Arabia. He has made significant contributions to the field of corrosion detection through innovative methods that utilize advanced technology. With a total of two patents to his name, Sarraj is recognized for his expertise in applying machine learning techniques to enhance structural integrity assessments.
Latest Patents
One of Sarraj's latest patents focuses on thermography image processing with neural networks to identify corrosion under insulation (CUI). This method involves receiving thermographs from a structure using an infrared camera. Filters are then applied to the thermograph using a first machine learning system. An initial CUI classification is determined based on the output from these filters, which is subsequently validated through an inspection of the structure. The first machine learning system is trained using the results of this validation. Outputs from the first machine learning system, along with additional structural and environmental data, are fed into a second machine learning system. This second system incorporates information from earlier states into current states. It is trained to identify CUI based on changes in the outputs of the first machine learning system and the additional data over time. Once a second threshold for CUI classification accuracy is reached, CUI is identified using both machine learning systems in coordination.
Career Highlights
Sarraj is currently employed at the Saudi Arabian Oil Company, where he applies his innovative methods to improve safety and efficiency in structural assessments. His work has garnered attention for its potential to revolutionize how corrosion is detected and managed in various infrastructures.
Collaborations
Sarraj collaborates with notable colleagues, including Ayman Amer and Ali Al Shehri, who contribute to his projects and enhance the research environment at the Saudi Arabian Oil Company.
Conclusion
Mohammed Sarraj's innovative approaches to corrosion detection exemplify the intersection of technology and engineering. His contributions are paving the way for more effective maintenance strategies in structural integrity assessments.