Bo Fan

Title: Bo Fan: Innovator in Cement Integrity Analysis

Introduction

Bo Fan is an accomplished inventor based in Medford, MA (US). He has made significant contributions to the field of cement integrity analysis in multiple-cased wells. With a total of 2 patents, his work focuses on utilizing machine learning techniques to enhance the evaluation of borehole conditions.

Latest Patents

Bo Fan's latest patents include innovative methods for analyzing cement integrity in annuli of a multiple-cased well using machine learning. In these patents, a sonic tool is activated within a well that has multiple casings and annuli surrounding the casing. The detected data is preprocessed using slowness time coherence (STC) processing to obtain STC data. This STC data is then provided to a machine learning module that has been trained on labeled STC data. The machine learning module generates an answer product regarding the states of the borehole annuli, which can be used to make decisions regarding remedial actions concerning the borehole casings. The machine learning module may implement advanced techniques such as convolutional neural networks (CNN), support vector machines (SVM), or auto-encoders.

Career Highlights

Throughout his career, Bo Fan has worked with notable companies, including Schlumberger Technology Corporation and Services Pétroliers Schlumberger. His experience in these organizations has allowed him to develop and refine his innovative approaches to cement integrity analysis.

Collaborations

Some of Bo Fan's coworkers include Maja Skataric and Sandip Bose. Their collaboration has contributed to the advancement of technologies in the field.

Conclusion

Bo Fan is a prominent inventor whose work in cement integrity analysis through machine learning is paving the way for advancements in well evaluation techniques. His contributions are significant in enhancing the safety and efficiency of borehole operations.