3 papers
eess.SY2025
A Neural Network-Based Real-time Casing Collar Recognition System for Downhole Instruments
Si-Yu Xiao, Xin-Di Zhao, Xiang-Zhan Wang +8
Casing collar locator (CCL) measurements are widely used as reliable depth markers for positioning downhole instruments in cased-hole operations, enabling accurate depth control fo…
cs.LG2025
Data-Augmented Deep Learning for Downhole Depth Sensing and Validation
Si-Yu Xiao, Xin-Di Zhao, Tian-Hao Mao +8
Accurate downhole depth measurement is essential for oil and gas well operations, directly influencing reservoir contact, production efficiency, and operational safety. Collar corr…
eess.SY2025
Realization of Precise Perforating Using Dynamic Threshold and Physical Plausibility Algorithm for Self-Locating Perforating in Oil and Gas Wells
Si-Yu Xiao, Guo-Hui Ren, Tian-Hao Mao +9
Accurate depth measurement is critical for targeting designated perforation intervals to maximize hydrocarbon recovery. While next-generation automated wireless perforating techniq…