... to each model, complemented by various case studies as a proof of concept of leveraging machine learning in the pipeline integrity workflow. The accuracy of Bayesian Networks (BN) and Natural Language Processing (NLP) in predicting text-based data entries from inline inspection feature comments...

... and deep crack-like features which may threaten pipelines. pipeline integrity crack management penetrator leaking threat ILI technology NDE technologies Proceedings of the 2024 15th International Pipeline Conference IPC2024 September 23-27, 2024, Calgary, Alberta, Canada IPC2024-132435...

... Abstract In recent years, stress corrosion cracking (SCC) has become a more prevalent threat to pipeline integrity worldwide; SCC only occurs in a specific combination of a susceptible material, environment, and tensile stress at a particular location. In pipeline systems, the main SCC driving...

... reliance on integrity digs. assurance case eliminative argumentation in-line inspection axial crack safety performance indicators pipeline integrity Proceedings of the 2024 15th International Pipeline Conference IPC2024 September 23-27, 2024, Calgary, Alberta, Canada IPC2024-134003 USING...

... the improvements and the remaining gaps. The results and findings of this 3.5-year-long project are presented in this article. pipeline integrity ILI validation ILI improvement ILI detection capability ILI sizing accuracy corrosion integrity evaluation Proceedings of the 2024 15th International...

... the transformative power of integrating advanced technologies and creative problem-solving strategies in addressing and mitigating challenges in pipeline risk management. pipeline integrity threat management geotechnical data integration Proceedings of the 2024 15th International Pipeline Conference...

... in the integrity management of pipelines and how it can offer value in certain areas. pipeline integrity geohazard landslide ground movement geobuffer strain-based assessment Proceedings of the 2024 15th International Pipeline Conference IPC2024 September 23-27, 2024, Calgary, Alberta, Canada IPC2024...

... will be instrumental in the development of real-time monitoring technology for safe pipeline transport. Keywords: Pipeline integrity, Flow facility, Leak prediction, Leak investigation, Real-time condition monitoring NOMENCLATURE d Depth of defect D Pipe outside diameter f Friction factor l Length of defect Lmin...

... a specified operating envelope of restricted pressure and pressure cycling before further committing to subsequent repurposing strategy phases. hydrogen pipeline integrity repurposing feasibility pipeline storage Proceedings of the 2024 15th International Pipeline Conference IPC2024 September 23...

... repurposing of distribution pipelines and systems with limited specific data to support detailed Engineering Assessments. hydrogen pipeline integrity repurposing gas distribution network risk feasibility strategy Proceedings of the 2024 15th International Pipeline Conference IPC2024 September...

... and physics-informed machine learning methodologies. pipeline integrity machine learning magnetic flux leakage inline inspection Proceedings of the 2022 14th International Pipeline Conference IPC2022 September 26-30, 2022, Calgary, Alberta, Canada IPC2022-87313 PIPELINE DEFECT DETECTION AND FINE...

...: Pipeline Integrity, Reliability, Risk, Probability of Failure, In-line Inspection, Inspection Interval, Optimization NOMENCLATURE ILI In-line Inspection PoF Probability of Failure FFS Fitness-for-Service Objective function over year ILI interval Total present cost of ILI runs over year ILI interval Total...

... with stress risers such as crack, corrosion, and/or welds criteria. However, there have been industry incidents that passed such criteria and still resulted in loss of containment. As part of pushing the boundaries of pipeline integrity assessment towards quantitative risk assessment (QRA), a semi...

... fracture model in reasonably predicting hydrogen embrittlement in high-strength steel. As such, the proposed numerical modelling framework could also be applicable to typical high strength steel pipelines. Keywords: Hydrogen embrittlement, crack propagation, high-strength steel, pipeline integrity, phase...

... a company s pipeline system. The results of the assessment help prioritize locations to perform more detailed site-specific analysis for the design and installation of mitigation systems. Keywords: Risk Ranking, Transmission Power Line, AC Fault, Voltage Hazards, Risk Assessment, Pipeline Integrity...

... of the task that would be necessary to navigate this transition. hydrogen pipeline integrity big data Proceedings of the 2022 14th International Pipeline Conference IPC2022 September 26-30, 2022, Calgary, Alberta, Canada IPC2022-87089 SUSCEPTIBILITY OF A VIRTUAL PIPELINE NETWORK TO FATIGUE...

... influencing factors based on pipeline exposure, resistance and mitigations. external interference machine learning pipeline integrity Proceedings of the 2022 14th International Pipeline Conference IPC2022 September 26-30, 2022, Calgary, Alberta, Canada IPC2022-87093 ESTIMATING PIPELINE PROBABILITY...

... to the particular needs of the end-users. probability of failure GIS modeling pipeline integrity Proceedings of the 2022 14th International Pipeline Conference IPC2022 September 26-30, 2022, Calgary, Alberta, Canada IPC2022-86749 A NEW GIS-BASED METHOD TO ESTIMATE ANNUAL PROBABILITY OF PIPELINE FAILURE...

... of the operational benefits of the enhanced gouge classifier results will be provided. coincident feature corrosion dent geometry gouge in-line inspection interacting features low field technology magnetic flux leakage mechanical damage multiple dataset pipeline integrity spiral MFL third-party...

... network pipeline integrity SCC causal analysis Proceedings of the 2022 14th International Pipeline Conference IPC2022 September 26-30, 2022, Calgary, Alberta, Canada IPC2022-87236 OVERCOMING CHALLENGES FOR QUANTITATIVE RISK MODELING USING MACHINE LEARNED DATA CORRELATIONS AND PREDICTIVE MODELING...