Applications of machine learning in pipeline integrity management: A state-of-the-art review
A Rachman, T Zhang, RMC Ratnayake - International journal of pressure …, 2021 - Elsevier
Despite being considered the safest means to transport oil and gas, pipelines are
susceptible to degradation. Pipeline integrity management (PIM) is implemented to lower the …
susceptible to degradation. Pipeline integrity management (PIM) is implemented to lower the …
Maintenance management of wind turbines structures via mfcs and wavelet transforms
RR de la Hermosa González, FPG Márquez… - … and Sustainable Energy …, 2015 - Elsevier
This paper introduces a novel Fault Detection and Diagnosis method based on the wavelet
transform to detect defects on the tower of a wind turbine. 24 Macro-Fiber Composite …
transform to detect defects on the tower of a wind turbine. 24 Macro-Fiber Composite …
Deepaup: A deep neural network framework for abnormal underground heat transport pipelines
Pipeline inspection methods are continuously being developed, given that the safe
maintenance and operation of heat transport pipelines is one of the most important issues in …
maintenance and operation of heat transport pipelines is one of the most important issues in …
Pattern recognition by wavelet transforms using macro fibre composites transducers
RR de la Hermosa Gonzalez, FPG Márquez… - … Systems and Signal …, 2014 - Elsevier
This paper presents a novel pattern recognition approach for a non-destructive test based
on macro fibre composite transducers applied in pipes. A fault detection and diagnosis …
on macro fibre composite transducers applied in pipes. A fault detection and diagnosis …
Ultrasonic signal processing methods for detection of defects in concrete pipes
S Iyer, SK Sinha, BR Tittmann, MK Pedrick - Automation in Construction, 2012 - Elsevier
Automated inspection systems are important for maintenance and rehabilitation of pipeline
systems in North America given their budgetary constraints, demand on providing quality …
systems in North America given their budgetary constraints, demand on providing quality …
Evaluation of ultrasonic inspection and imaging systems for concrete pipes
S Iyer, SK Sinha, MK Pedrick, BR Tittmann - Automation in construction, 2012 - Elsevier
Accurate pipeline condition assessment is vital to developing a cost effective and
sustainable buried asset management system. Maintenance and rehabilitation of pipeline …
sustainable buried asset management system. Maintenance and rehabilitation of pipeline …
[HTML][HTML] Ultrasonic based concrete defects identification via wavelet packet transform and GA-BP neural network
T Hu, J Zhao, R Zheng, P Wang, X Li, Q Zhang - PeerJ Computer Science, 2021 - peerj.com
Concrete is the main material in building. Since its poor structural integrity may cause
accidents, it is significant to detect defects in concrete. However, it is a challenging topic as …
accidents, it is significant to detect defects in concrete. However, it is a challenging topic as …
Classification of damage types in liquid-filled buried pipes based on deep learning
Q Ma, G Du, Z Yu, H Yuan, X Wei - Measurement Science and …, 2022 - iopscience.iop.org
In long-distance pipelines, this type of local damage can lead to different forms of damage.
Ultrasound (UT)-guided wave technology can detect channel damage at a distance and …
Ultrasound (UT)-guided wave technology can detect channel damage at a distance and …
Research on ultrasonic defect identification method of well control manifold pipeline based on IAFSA-SVM
H Liang, G Cheng, Z Zhang, H Yang - Measurement, 2022 - Elsevier
In view of the classification of corrosion defects of well controlled manifold pipelines, an
ultrasonic defect recognition method based on the combination of support vector machine …
ultrasonic defect recognition method based on the combination of support vector machine …
Carburization level identification in industrial HP pipes using ultrasonic evaluation and machine learning
Ultrasound nondestructive testing is commonly applied in industry to guarantee structural
integrity. HP steel pyrolysis furnaces are used in petrochemical industry for lightweight …
integrity. HP steel pyrolysis furnaces are used in petrochemical industry for lightweight …