ANALYTICAL ALGORITHMS: Michael Barth and Michael Kasch, ILF, Germany, explain how artificial intelligence can help operators find hidden correlations and patterns in their data

摘要

Buzzwords like 'data mining', 'deep learning' and 'artificial intelligence' (AI) are currently flying around in almost every business and industry area. The same technologies used for screening users' privacy and analysing customers' preferences to improve sales figures are also applied to optimise technical processes for maintenance of assets and, with constantly growing attention, for physical and cyber protection of critical infrastructure. This article presents an overview of the methods currently being used, and outlines opportunities to add value to the safe and efficient operation of pipelines by applying Al methods to their data, which are rapidly growing as pipeline systems and facilities are operated, monitored and controlled in 24/7 mode.