Prediction of Pipeline Defect Depth and Classification Based on CatBoost
Obtaining detection data using in‐line pipeline inspection, the synthetic minority oversampling technique (SMOTE) is applied to expand the sample set, thereby increasing the number of minority‐class samples. This approach effectively improves minority‐class detection and enhances pipeline safety assessment. ABSTRACT Magnetic flux leakage detection is a
Cong Chen +3 more
wiley +1 more source
Sustainable Imidazolines Derived from Waste Cooking Oil for Corrosion and Paraffin Wax Inhibition in Petroleum Industry. [PDF]
Edlabadkar VA +10 more
europepmc +1 more source
Gas pipelines and Regional challenges: Assessment of the Macedonian role in the SEE natural gas market [PDF]
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core
General framework of ensemble learning technique for transformer fault diagnostics compared with traditional dissolved gas analysis methods. ABSTRACT This paper implemented a comprehensive variety of modern machine‐learning techniques, which were demonstrated to be effective in handling complex tabular data, generating accurate predictions, and ...
Osama E. Gouda +3 more
wiley +1 more source
Influence of different layout of rigid and flexible structures on methane explosion in oil and gas gathering and transportation station. [PDF]
Duan W, Liu S, Du K, Duan Y, Liu H.
europepmc +1 more source
Field data from multiphase pipelines are transformed into grayscale images via Image Information Encoding, preserving feature values and interparameter relationships. A GAN–CNN model generates synthetic images that are decoded to expand the original database.
Sihang Chen, Na Zhang, Biyuan Shui
wiley +1 more source
Research on the Multi-Sensor Fusion Model for Pipeline Corrosion and the Identification Method of Pitting Corrosion. [PDF]
Huang S, Li W, Liao J.
europepmc +1 more source
Oil exploitation and compliance with international environmental standards: the case of double sStandards in the Niger Delta of Nigeria [PDF]
Oluduro, Olubisi Friday
core +1 more source
Mixing Behavior of Natural Gas and Hydrogen in a High‐Efficiency Vane (HEV) Static Mixer
Static mixers play a crucial role in the safe transport of hydrogen‐blended natural gas. Computational fluid dynamics (CFD) was employed to investigate the effects of structural parameters of the HEV static mixer on the mixing behavior and homogeneity of natural gas and hydrogen. The modeling approach was well validated against experimental data.
Xiang Zhou +5 more
wiley +1 more source
Study on the Influence of the Surface Altered Layer on Fracture Initiation and Load-Bearing Capacity of Gouged Pipelines. [PDF]
Yang H +5 more
europepmc +1 more source

