Trusted AI-driven Pipe Specification Advisor: Augmenting the Engineer with knowledge developed over the past 40 years

E Biddle, E Agostinelli, M Bellamy… - IIE Annual …, 2022 - search.proquest.com
Defining complex piping specifications is a profitable business for ABB. However, key
engineers with years of experience are approaching retirement, leaving a knowledge …

Practical Application of AI to Transform Pipeline Integrity Management

P Tandon - AMPP CORROSION, 2023 - onepetro.org
Midstream pipeline integrity teams face continual challenges from deteriorating conditions
such as corrosion that can impact their transmission infrastructure. In order to maintain …

Bayesian Network for Data-Driven Inspection Planning of Oil and Gas Pipelines

M Smith, M Capewell, K Pesinis, E Santana - NACE CORROSION, 2020 - onepetro.org
ABSTRACT Direct Assessment (DA) and In-Line Inspection (ILI) methods have served
operators well for decades, yet published incident statistics consistently report corrosion as …

Not all data is good data: The challenges of using machine learning with ILI

A Belanger, D Burden… - International …, 2022 - asmedigitalcollection.asme.org
Abstract Machine learning (ML) has grown extensively in most industries, with learning
models driving state of the art performance in a variety of tasks. The in-line inspection (ILI) …

Prediction of remaining life in pipes using machine learning from thickness measurements

M Sharifi, KT Yao, S Raghavendra, I Ershaghi… - SPE Western Regional …, 2015 - onepetro.org
Offshore oil and gas platforms facilities include extensive piping components, pressure
vessels, and other equipment. These are monitored regularly to minimize non-conformances …

The Future Pipeline Engineer: Educated, Trained, and Qualified in a Virtual World

M Unger, K Collins, P Hopkins - International …, 2022 - asmedigitalcollection.asme.org
The world has undergone a huge change in the past two years with millions of people
working from home, as offices temporarily closed. Home working, virtual meetings, virtual …

Knowledge-Based Robust Piping Design

B Lu, G Wang, P Gu - Proceedings of the Canadian …, 2005 - ojs.library.queensu.ca
Substantial reduction of the cycle time between the piping layout design and the stress
analysis is still a challenge that engineering, procurement and construction (EPC) are …

Managing An Integrated Direct Assessment Pipeline Integrity Management Program (IDAPIM) Online in Real Time in the Cloud

AP Pillai - NACE CORROSION, 2014 - onepetro.org
ABSTRACT An Integrated Direct Assessment Pipeline Integrity Management Program
(IDAPIM) is certainly one of the most versatile, globally accepted and approved pipeline …

Predictive Analytics and Machine Learning in Integrated External Corrosion Management

T Hayden, J Mazzella, K Parker, C Baete - AMPP CORROSION, 2023 - onepetro.org
ABSTRACT Integrated External Corrosion Management (IECM) is a novel framework
developed for pipeline operators to model, identify, and optimize external corrosion risk and …

An Innovative Digital Solution to Support Pipe Welding Assembly Operations

T Masse, N Gotusso, J Feroldi, T Mailfait - SPE Asia Pacific Oil and …, 2020 - onepetro.org
An innovative digital solution to transform pipe fit-up operations had been developed. It
relies on an algorithm providing a full batch of pipes compatibility analysis, and a …