Edinburgh Research Explorer

Multiphase flow monitoring in oil pipelines

Research output: Chapter in Book/Report/Conference proceedingChapter

Original languageEnglish
Title of host publicationApplications of Neural Networks
Subtitle of host publicationSection B
EditorsAlanF. Murray
PublisherSpringer US
Pages133-155
Number of pages23
ISBN (Electronic)978-1-4757-2379-3
ISBN (Print)978-1-4419-5140-3
DOIs
Publication statusPublished - 1995

Abstract

Neural networks, and related statistical pattern recognition techniques, appear to be well suited to the solution of a wide range of monitoring and diagnostic problems. In many applications, it is difficult or impossible to perform first-principles modelling of the system under consideration. If, however, sufficiently large quantities of labelled training data can be made available, then a statistical approach becomes feasible.

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