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Proceedings Papers

Proceedings Volume Cover
2022 14th International Pipeline Conference
September 26–30, 2022
Calgary, Alberta, Canada
Conference Sponsors:
  • Pipeline Division
ISBN:
978-0-7918-8657-1
Volume 2: Pipeline and Facilities Integrity

Front Matter

IPC2022 Front Matter
IPC 2022; V002T00A001https://doi.org/10.1115/IPC2022-FM2
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Pipeline and Facilities Integrity

Data Analytics and Incident Learnings

Use of Inertial Measurement Unit In-Line Inspection Data to Support Code Stress Compliance and Integrity Evaluations
Jonathan Prescott, Curtis Patterson, Arfeen Najeeb
IPC 2022; V002T03A001https://doi.org/10.1115/IPC2022-87046
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Topics: Inspection , Measurement units and standards , Pipelines , Stress , Geometry , Construction , Decision making , Degrees of freedom , Design , Finite element model
Probabilistic Flaw Growth Rate Estimates Using Multiple Inline Inspection Tool Run Data Analyses
Colin Scott, Kregg Philpott
IPC 2022; V002T03A002https://doi.org/10.1115/IPC2022-87054
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Topics: Inspection , Pipelines
The Why and How of Data Integration for Integrity Management Pursuant to API TR 1178
Jackie Smith, Cesar Espinoza, Karen Collins
IPC 2022; V002T03A003https://doi.org/10.1115/IPC2022-87064
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Topics: American Petroleum Institute , Data fusion
Overcoming Challenges for Quantitative Risk Modeling Using Machine Learned Data Correlations and Predictive Modeling
Stephen F. Biagiotti, Jr, Dan Williams, Sergiy Kondratyuk, Brett Johnson
IPC 2022; V002T03A004https://doi.org/10.1115/IPC2022-87236
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Topics: Machine learning , Machinery , Modeling , Risk
Structured, Systematic Threat Based Approach to Evaluate and Improve Data Quality to Facilitate Digital Transformation
Pushpendra Tomar, Betsy Kruse, Samah Hasan, Sergiy Kondratyuk
IPC 2022; V002T03A005https://doi.org/10.1115/IPC2022-87872
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Topics: Cloud computing , Coating processes , Coatings , Data storage systems , Machine learning , Pipeline integrity , Pipelines , Reliability , Risk , Risk assessment

Facilities Integrity and Mitigation

Reliability Analysis of Dented Pipelines in the Absence of Deformation Profiles
Josiah SooTot, Katie Killeen, Keng Yap, Sherif Hassanien
IPC 2022; V002T03A006https://doi.org/10.1115/IPC2022-86762
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Topics: Deformation , Event history analysis , Pipeline integrity , Pipelines
Explained: Ultrasonic Self-Propelled Robotic Inspection Solution for Unpiggable Dock Line
Corey Richards, Cedric Bolduc, Børge Hamnes
IPC 2022; V002T03A007https://doi.org/10.1115/IPC2022-86889
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Topics: Inspection , Robotics , Flow (Dynamics) , Testing , Computers , Containment , Downtime , Modeling , Pipelines , Pipes
An Improved Axial Surface Crack Model to Predict Crack Growth and Burst Pressures Based on FE Analyses For Jplastic And J-R Curve Methodology
Gery Wilkowski, Jeong K. Hong, Frederick W. Brust, Yunior Hioe
IPC 2022; V002T03A008https://doi.org/10.1115/IPC2022-86904
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Topics: Finite element analysis , Fracture (Materials) , Fracture toughness , Pipes , Pressure , Surface cracks
A Comprehensive New Look at Type B Sleeves
David B. Futch, Chantz Denowh, Josh Wilson
IPC 2022; V002T03A009https://doi.org/10.1115/IPC2022-87078
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Topics: Design , Fillers (Materials) , Fittings , Maintenance , Manufacturing , Pipelines , Pipes , Steel , Steel products , Stress
Squeeze the Crack Out of It - With Type A Compression Sleeves
David B. Futch, Atul Ganpatye, Josh Wilson
IPC 2022; V002T03A010https://doi.org/10.1115/IPC2022-87079
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Topics: Compression , Electromagnetic induction , Fracture (Materials) , Heating , Maintenance , Pipelines
Use of Carbon Composite Repair Technologies to Reinforce Crack-Like Flaws in High Pressure Pipelines
David B. Futch, Sergio Limon, Chris Alexander
IPC 2022; V002T03A011https://doi.org/10.1115/IPC2022-87282
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Topics: Carbon composites , Composite materials , Fracture (Materials) , High pressure (Physics) , Maintenance , Pipelines
Don’t Crack Up - Composite Repair of SSWC
David B. Futch, Christopher De Leon, Casey Whalen
IPC 2022; V002T03A012https://doi.org/10.1115/IPC2022-87288
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Topics: Composite materials , Corrosion , Fracture (Materials) , Maintenance
Implementation of API 1183 Recommended Practice for Reliability-Based Assessment of Dents in Liquid Pipelines
Muntaseer Kainat, Amandeep Virk, Nader Yoosef-Ghodsi, Steven Bott
IPC 2022; V002T03A013https://doi.org/10.1115/IPC2022-87320
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Topics: American Petroleum Institute , Fatigue , Pipelines , Reliability
Initial Experimental and Analytical Efforts to Predict Sustained Load Crack Growth During a Hydrotest and Subsequent Fatigue Crack Growth During Pressure Cycling
Yunior Hioe, Fabian Orth, Gery Wilkowski, Frederick Brust, Ken Bagnoli
IPC 2022; V002T03A014https://doi.org/10.1115/IPC2022-87354
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Topics: Fatigue cracks , Fracture (Materials) , Pressure , Stress
Experimental Study of Natural Gas Hydrate Formation Kinetics and Inhibition in Brine and Water
Farzan Sahari Moghaddam, Maziyar Mahmoodi, Edison Sripal, Majid A. Abdi, Lesley James
IPC 2022; V002T03A015https://doi.org/10.1115/IPC2022-88861
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Topics: Methane hydrate , Methanol , Seawater , Water

Feature Assessment Case Studies and Assessment Model Innovations

A Case Study Applying Gouge Classification to Mechanical Damage Defects
Matt Romney, Dane Burden
IPC 2022; V002T03A016https://doi.org/10.1115/IPC2022-84801
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Topics: Chisels , Corrosion , Damage , Inspection
Improvements to Strain Hardening Exponent and the Implications to Failure Pressure Predictions
Emily Brady, Jeffrey Kornuta, Joel Anderson, Adam Steiner, Peter Veloo
IPC 2022; V002T03A017https://doi.org/10.1115/IPC2022-86041
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Topics: Failure , Pipelines , Pressure , Steel , Work hardening
Risk-Based Data-Driven Optimization of Pipeline Inspection Interval
Josiah SooTot, Fernando Oviedo, Guanbo Zheng, Keng Yap
IPC 2022; V002T03A018https://doi.org/10.1115/IPC2022-86761
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Topics: Failure , Inspection , Optimization , Pipelines , Probability , Risk
Influence of Strain Hardening Model on the CorLAS™ Model for Cracked Pipelines
Xinfang Zhang, Meng Lin, Muntaseer Kainat, Nader Yoosef-Ghodsi, Juliana Y. Leung, Samer Adeeb
IPC 2022; V002T03A019https://doi.org/10.1115/IPC2022-86856
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Topics: Pipelines , Stress , Work hardening
Assessing Internal Pitting Corrosion With Encoded Ultrasonic Scanning
Joe Chen, Yanping Li, Trevor Place, Axel Aulin, Logan Galbraith
IPC 2022; V002T03A020https://doi.org/10.1115/IPC2022-86884
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Topics: Corrosion , Nondestructive evaluation
Preparation and Performance Evaluation of Erosion Resistant Lining of Bimetallic Composite Pipe
Jianwei Dong, Deguo Wang, Yanbao Guo
IPC 2022; V002T03A021https://doi.org/10.1115/IPC2022-86912
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Topics: Composite materials , Erosion , Heating , Linings (Textiles) , Performance evaluation , Pipes
Progress of Assessment Model Development for Determining Remaining Strength of Corroded Pipelines
Xian-Kui Zhu, Bruce Wiersma
IPC 2022; V002T03A022https://doi.org/10.1115/IPC2022-86922
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Topics: Corrosion , Model development , Pipelines
Not All Data Is Good Data: The Challenges of Using Machine Learning With ILI
Adrian Belanger, Dane Burden, Paul Dalfonso
IPC 2022; V002T03A023https://doi.org/10.1115/IPC2022-86934
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Topics: Machine learning , Nondestructive evaluation , Errors , Metals , Pipelines , Cycles , Inspection , Accuracy and precision , Dimensions , Ditches
Research on an Automated Process to Automatically Correlate ILI Features With NDT Laser Scans
Ron Brush, Pat Westrick, Wei Xiang, Colin Dooley, Terry Huang
IPC 2022; V002T03A024https://doi.org/10.1115/IPC2022-86946
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Topics: Corrosion , Lasers
Some Practical Benefits of Detailed Forensic Analysis
Brian Leis, Yong-Yi Wang, Amin Eshraghi, Steve Rapp, Gary Vervake
IPC 2022; V002T03A025https://doi.org/10.1115/IPC2022-87028
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Topics: Cracking (Materials) , Forensic sciences , Fracture (Process)
Estimating Measurement Performance With Truncated Data Sets
Jason Skow, Joseph W. Krynicki, Alex Fraser, Gustavo Gonzalez
IPC 2022; V002T03A026https://doi.org/10.1115/IPC2022-87060
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Topics: Algorithms , American Petroleum Institute , Errors , Event history analysis , Fracture (Materials) , Inspection , Nondestructive evaluation , Pipeline integrity , Pipelines , Risk
Measurement of Flaw Growth in Electric Resistance Welded Pipe Seams From Multiple Pressure Tests and Hold Time and Implications on Managing Pressure Reversals in Hydrostatic Tests
Dave Warman, Dan Jia, Yong-Yi Wang, Mike Bongiovi, Chad Destigter
IPC 2022; V002T03A027https://doi.org/10.1115/IPC2022-87067
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Topics: Creep , Electrical resistance , Fracture (Materials) , Hydrostatic testing , Pipes , Pressure
An Automatic Dent Assessment Tool Using Finite Element Method
Ji Bao, Shenwei Zhang, Billy Zhang, Rick Wang, Ken Zhang
IPC 2022; V002T03A028https://doi.org/10.1115/IPC2022-87098
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Topics: Algorithms , Chisels , Damage , Deformation , Engines , Failure , Fatigue analysis , Fatigue life , Finite element analysis , Finite element methods
Using Advanced Probability of Exceedance Methods for Defining Remediation Options
Thomas Bubenik, Benjamin Hanna, William Harper, Matt Ellinger
IPC 2022; V002T03A029https://doi.org/10.1115/IPC2022-87108
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Topics: Corrosion , Inspection , Pipelines , Probability
Chasing Ghosts: An Integrative Approach to Properly Qualify a Pipeline Threat
Michael Turnquist
IPC 2022; V002T03A030https://doi.org/10.1115/IPC2022-87120
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Topics: Pipelines , Testing , Crack detection , Nondestructive evaluation , Cracking (Materials) , Electrical resistance , Fatigue testing , Fracture (Process) , Inspection , Materials properties
Key Considerations for Elastic Finite-Element Modeling of Pipeline Dents for Fatigue Assessments
Ryan Sager, Fernando Curiel, Chris Holliday
IPC 2022; V002T03A031https://doi.org/10.1115/IPC2022-87142
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Topics: Fatigue , Finite element analysis , Modeling , Pipelines
Gaps in the Current Strain-Based Dent Assessment
Rick Wang, Ken Zhang
IPC 2022; V002T03A032https://doi.org/10.1115/IPC2022-87165
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Topics: Acoustics , Damage , Deformation , Dynamic testing (Materials) , Failure , Fatigue life , Finite element analysis , Fracture (Materials) , Geometry , Inspection
Enhancing Results of Ultra-High-Resolution Axial Magnetic Flux Leakage (MFL-A Ultra) Inspection Data Utilizing Finite-Element Modeling (FEM) Simulations
Edgar Schneider, Johannes Spille, Jeff Fleming, Ziad Saad, Kevin Siggers
IPC 2022; V002T03A033https://doi.org/10.1115/IPC2022-87194
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Topics: Engineering simulation , Finite element analysis , Finite element model , Inspection , Leakage , Magnetic flux , Modeling , Resolution (Optics) , Simulation
A More Efficient Effective Area Method Algorithm for Corrosion Assessment (Faster RSTRENG)
Jason Yan, Dongliang Lu, Ian Khou, Shenwei Zhang
IPC 2022; V002T03A034https://doi.org/10.1115/IPC2022-87259
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Topics: Algorithms , Corrosion , Pressure , Computation , Simulation , Engineers , Inspection , Metals , Pipelines , Reliability
Review of Hydrogen Induced Cracking of Mid-Wall Defects
Tara Podnar McMahan, Thomas Bubenik, B. Nikki Padgett, Husain Al-Muslim, John Beavers, Satish Kulkarni
IPC 2022; V002T03A035https://doi.org/10.1115/IPC2022-87275
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Topics: Cracking (Materials) , Fracture (Process) , Hydrogen
The State of Dent Screening and Shape-Based Assessments: Discrepancies to Consider
Steven J. Polasik, Shanshan Wu, Joseph P. Bratton, Rhett Dotson, Ryan Sager
IPC 2022; V002T03A036https://doi.org/10.1115/IPC2022-87301
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Topics: Fatigue , Shapes , American Petroleum Institute , Pipelines , Fatigue life , Geometry , Pipes , Damage , Deformation , Inspection
Threat Assessment Considerations for Vintage Pipes
Benjamin Hanna, Thomas Bubenik, Bassam Saad
IPC 2022; V002T03A037https://doi.org/10.1115/IPC2022-87302
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Topics: Corrosion , Fracture (Materials) , Fracture toughness , Pipes
Understanding Principal Drivers to Burst Pressure and Local Deformation of Pipes With SCC Colonies
Yong-Yi Wang, Alex Wang, Brian Leis, Steven C. Rapp, Gary Vervake
IPC 2022; V002T03A038https://doi.org/10.1115/IPC2022-87338
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Topics: Deformation , Pipes , Pressure , Stress
Recoating SCC on Gas Pipelines Without Grinding
Ryan Milligan, Noelle Easter Co, Ming Gao, Ravi Krishnamurthy, Richard Kania, Gabriela Rosca, Elvis Sanjuan
IPC 2022; V002T03A039https://doi.org/10.1115/IPC2022-87340
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Topics: Grinding , Pipelines
A Comprehensive Fitness for Service Engineering Assessment of Gas Pipeline Dents
Suborno Debnath, Kshama Roy, Robert Wickie, Alireza Kohandehghan
IPC 2022; V002T03A040https://doi.org/10.1115/IPC2022-87360
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Topics: Buckling , Collapse , Finite element analysis , Fitness-for-service , Pipelines , Pressure , Stress corrosion cracking
Utilization of a Probabilistic Function to Describe the Performance of In-Line Crack Inspection Systems and a Possible Application in Hydrogen Service
Timo Moritz, Marc Baumeister, Thomas Beuker
IPC 2022; V002T03A041https://doi.org/10.1115/IPC2022-87668
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Topics: Fracture (Materials) , Hydrogen , Inspection
A Study on the Conservatism of the Dent Screening Criteria in the Canadian Standards Association (CSA) Z662:19 Oil and Gas Pipeline Systems Standard
Krystin Cousart, Chris Holliday
IPC 2022; V002T03A042https://doi.org/10.1115/IPC2022-88266
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Topics: Cracking (Materials) , Deformation , Elongation , Fracture (Process) , Geometry , Inspection , Maintenance , Mechanical engineers , Pipeline systems , Pipelines
Challenging Inspection Methodologies and Benefits – Recommended Scenarios for UT, MFL, and Robotics
Mick Collins, Rod Lee, Calvin Vasileff, Michael Kobelak
IPC 2022; V002T03A043https://doi.org/10.1115/IPC2022-88267
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Topics: Inspection , Robotics , Pipelines , Maintenance , Sensors , Deformation , Energy storage , Lasers , Leakage , Magnetic flux
Managing the Threat of Corrosion on the Long Seam
Christopher Davies, Ranine Nasreddine, Simon Slater
IPC 2022; V002T03A044https://doi.org/10.1115/IPC2022-88364
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Topics: Corrosion , Flow charts , Inspection , Materials properties , Pipeline systems , Pipelines

Integrity Program Innovations/Challenges

Pig Sweep®: Nanoparticles Transform Pipeline Cleaning & Integrity Management
Justin Clapper, George Williamson, Kyle Pearson, Bud Allred
IPC 2022; V002T03A045https://doi.org/10.1115/IPC2022-86892
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Topics: Nanoparticles , Nanotechnology , Pipelines
Development of a Pressure Equipment Integrity Management Program in a Multi-Jurisdictional Liquids Pipeline Environment
Touqeer Sohail, Katarina Bohaichuk
IPC 2022; V002T03A046https://doi.org/10.1115/IPC2022-86901
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Topics: Pipelines , Pressure equipment
Advancement of Probabilistic Analysis of Seam Weld Cracking Integrity Management
Jing Ma, Kenneth E. Bagnoli, Neeraj S. Thirumalai, Joseph W. Krynicki, Zachary D. Cater-Cyker, Gus Gonzalez
IPC 2022; V002T03A047https://doi.org/10.1115/IPC2022-86993
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Topics: Fracture (Process) , Pipelines , Fracture toughness , Pipes , Probability , Failure , Nondestructive evaluation , Tension , American Petroleum Institute , Databases
Assured Utilization of Vintage Pipelines Through Effective Pressure Fluctuation Management
Senhat Al-Otaibi, Husain Al-Muslim
IPC 2022; V002T03A048https://doi.org/10.1115/IPC2022-87009
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Topics: Fracture (Materials) , Pipelines , Pressure
Modification of Existing Pipeline Corrosion Assessment Methods for Combined Internal Pressure and Compressive Loading - An Update
Christopher Owens, Angus Patterson, Arlene Arias, Alex Brett, Andy Russell
IPC 2022; V002T03A049https://doi.org/10.1115/IPC2022-87090
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Topics: Corrosion , Pipelines , Pressure
Comparison of Pressure Decay Models for Liquid Pipelines
Shenwei Zhang, Terry Huang, Colin Dooley, Roger Lai, Brett Conrad
IPC 2022; V002T03A050https://doi.org/10.1115/IPC2022-87166
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Topics: Pipelines , Pressure , Interpolation , Spectra (Spectroscopy) , Valves , American Petroleum Institute , Errors , Pumps , Suction , Fitness-for-service
Establishing Corrosion Growth Rates Based on MFL-C vs. MFL In-Line Inspection Run-to-Run Comparisons
Eric Graf, Matthew Ellinger, William Harper, Thomas Bubenik, Stacy Hickey, Pamela Moreno
IPC 2022; V002T03A051https://doi.org/10.1115/IPC2022-87272
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Topics: Corrosion , Inspection , Leakage , Magnetic flux , Metals , Pipelines
Fatigue Threat to Natural Gas Pipelines: An Analysis Approach
Brett Davis, Alex Hudgins, Yash Bhargava, Brian Patrick, Konrad Myca
IPC 2022; V002T03A052https://doi.org/10.1115/IPC2022-87283
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Topics: Fatigue , Fracture mechanics , Natural gas distribution
Role of Axial Stress in Pipeline Integrity Management
Ken Zhang, Ron Chune, Rick Wang, Richard Kania
IPC 2022; V002T03A053https://doi.org/10.1115/IPC2022-87327
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Topics: Pipeline integrity management , Stress , Finite element analysis , Corrosion , Hoop stress , Tension , Buckling , Compressive stress , Cracking (Materials) , Deformation

Technology Development

Literature Review of Repair Technologies for Wrinkled Pipelines
Tyler Johnson, Curtis Mokry, Chris Apps, Nima Parsibenehkohal, Matthew Henderson
IPC 2022; V002T03A054https://doi.org/10.1115/IPC2022-86760
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Topics: Composite materials , Maintenance , Pipelines
Optimizing Operator Systems Through the Use of Flexible Composite Pipe
Alex Nemeth, Debra Czapski, Chris Alexander
IPC 2022; V002T03A055https://doi.org/10.1115/IPC2022-86941
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Topics: Composite materials , Pipes
Advanced Non-Destructive Methods for Defect Characterization Under Coating for In-Service Storage Tanks
Touqeer Sohail, Katarina Bohaichuk, Devin Eley, Mike Hill
IPC 2022; V002T03A056https://doi.org/10.1115/IPC2022-87151
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Topics: Coatings , Inspection , Robotics , Storage tanks , Crude oil , Data acquisition , Design , Flaw detection , Hazards , Industrial research
A Transparent ASME B31.8-Based Strain Assessment Method Using 3D Measurement of Dent Morphology
Shenwei Zhang, Billy Zhang, Rick Wang
IPC 2022; V002T03A057https://doi.org/10.1115/IPC2022-87168
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Topics: Transparency , Pipelines , Arches , Damage , Filters , Filtration , Fourier transforms , Inspection , Membranes , Noise (Sound)
Machine Learning Tools to Predict the Burst Capacity of Pipelines Containing Dent-Gouges
Ziming He, Wenxing Zhou
IPC 2022; V002T03A058https://doi.org/10.1115/IPC2022-87176
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Topics: Fitness-for-service , Graphical user interfaces , Machine learning , Pipelines
Development of a Near-Neutral pH Stress Corrosion Cracking Growth Model for Pipelines Using Machine Learning Algorithms
Haotian Sun, Wenxing Zhou, Jidong Kang
IPC 2022; V002T03A059https://doi.org/10.1115/IPC2022-87207
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Topics: Algorithms , Fracture (Materials) , Machine learning , Pipelines , Stress corrosion cracking
Pipeline Defect Detection and Fine-Scale Reconstruction From 3-D MFL Signal Analysis Using Object Detection and Physics-Constrained Machine Learning
W. Steven Rosenthal, Stephen Westwood, Kayte Denslow
IPC 2022; V002T03A060https://doi.org/10.1115/IPC2022-87313
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Topics: Flaw detection , Machine learning , Physics , Pipelines , Signals
Engineering Critical Assessment of Dents and Dents With Cracks Using Inline Inspection Data
Shree Krishna
IPC 2022; V002T03A061https://doi.org/10.1115/IPC2022-87336
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Topics: Damage , Fracture (Materials) , Inspection
ILI System Performance Trials for Mechanical Damage
Sanjay Tiku, Arnav Rana, Binoy John, Aaron Dinovitzer, Mark Piazza
IPC 2022; V002T03A062https://doi.org/10.1115/IPC2022-87344
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Topics: Corrosion , Damage , Fracture (Materials) , Inspection , Pipelines , Materials properties , Pipeline integrity management , Pipes , American Petroleum Institute , Chisels
Enhancement of Mechanical Damage Crack Evaluation
Arnav Rana, Sanjay Tiku, Mark Piazza, Tim Burns
IPC 2022; V002T03A063https://doi.org/10.1115/IPC2022-87345
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Topics: American Petroleum Institute , Damage , Fracture (Materials) , Pipelines , Accuracy and precision , Fatigue , Fatigue life , Natural gas , Safety
Long Seam Characterization by Means of a Phased Array Based Inline Inspection
Victor Haro, Katja Traeumner, Christina Jung, Gerhard Kopp, M. Santiago Urrea
IPC 2022; V002T03A064https://doi.org/10.1115/IPC2022-87416
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Topics: Inspection
Inline-Inspection Crack Detection for Gas Pipelines Using a Novel Technology
Magne Aanes, Michael Haas, Kenneth Kirkeng Andersen, Andreas Sørbrøden Talberg
IPC 2022; V002T03A065https://doi.org/10.1115/IPC2022-87663
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Topics: Crack detection , Inspection , Pipelines , Waves
New Approaches in Utilizing Eddy Current Testing to Address Pipeline Inline Inspection Requirement
Sylvain Cornu, Raymond Karé, Ahmed Sweedy, Michael Sirois
IPC 2022; V002T03A066https://doi.org/10.1115/IPC2022-87676
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Topics: Eddies (Fluid dynamics) , Eddy current testing , Eddy currents (Electricity) , Fracture (Materials) , Inspection , Pipelines , Stress , Pipes , Crack detection , Hydrogen
Phased Array Shot Scenario and Shot Sequence Optimization for Crack Detection Inline Inspection Tools
Michael Haas, Henrik Witte, Gerhard Kopp, Peter Haberl
IPC 2022; V002T03A067https://doi.org/10.1115/IPC2022-87765
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Topics: Crack detection , Inspection , Optimization
Know Your Enemy – Improvements in Managing the Threat of Hard Spots
Khanh Tran, Simon Slater, Jason Edwards
IPC 2022; V002T03A068https://doi.org/10.1115/IPC2022-88362
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Topics: American Petroleum Institute , Base metals , Cycles , Manufacturing , Materials properties , Pipeline systems , Pipelines , Pipes , Regulations
Managing Rooftopping: An In-Line Inspection Based Approach
Brett Conrad, Gerhard Kopp, Ross Adamson, Tommy Mikalson, Roger Lai
IPC 2022; V002T03A069https://doi.org/10.1115/IPC2022-89297
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Topics: Inspection
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