This inventor holds 1 USPTO granted patent. Top assignee: Halliburton Energy Services, Inc.. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Innovations by Lokesh Pratap Singh
Introduction
Lokesh Pratap Singh is an accomplished inventor based in Bengaluru, India. He has made significant contributions to the field of engineering, particularly in the area of transmission maintenance for fracturing pumps. His innovative approach has led to the development of a unique patent that addresses critical issues in the industry.
Latest Patents
Lokesh Pratap Singh holds a patent titled "Transmission failure prediction by leveraging a production impact evaluation metric." This patent describes systems and methods for scheduling maintenance of reciprocating fracturing pump transmissions. The invention utilizes accelerometers to record spectra coupled to the transmission, collecting data at fixed time intervals. Statistical and characteristic frequency features are generated from the spectra, with idle pump features removed to retain processed data. These features are then input into an anomaly detection model that identifies outlier data points, indicating a potential failure of the transmission. A failure alert is generated, producing a production impact score based on the probability of failure exceeding a threshold. This proactive approach allows for scheduling remediation procedures before catastrophic failures occur.
Career Highlights
Lokesh Pratap Singh is currently employed at Halliburton Energy Services, Inc., where he applies his expertise in engineering and innovation. His work focuses on enhancing the reliability and efficiency of energy services through advanced predictive maintenance techniques.
Collaborations
He collaborates with talented professionals in his field, including coworkers Yogendra Singh and Feng Feng. Their combined efforts contribute to the advancement of technology and innovation within the company.
Conclusion
Lokesh Pratap Singh's innovative contributions to transmission maintenance exemplify the importance of predictive technologies in the energy sector. His patent not only addresses current challenges but also paves the way for future advancements in the industry.