...Analytics Digital Transformation Big Data Corrosion Monitoring Erosion Monitoring Erosion-Corrosion Sand Monitoring Digitalization Pervasive Sensing Industrial Internet of Things Flowback and Upstream SAND PRODUCTION IN OIL AND GAS Sand production is an enormous challenge for oil...

... analytics techniques as a means to monitor the condition of corroded assets. This paper explores the use of Bayesian networks for data-driven inspection planning in pipelines. As a simple example, we outline the development and validation of a prototype network for inspection prioritization of pipelines...

... by repeat ILI. The two sets are joined in the center by a single node representing the ‘true’ CGR. Figure 2 depicts the overall network structure. data analytics Bayesian network machine learning In the present case, the goal is to augment expert knowledge (modelling) with empirical evidence (ILI data...

... consequence areas or not) and improve their predictive analytics algorithms. Increasing remote corrosion monitoring locations along several pipeline segments provides continuous input to feed the aforementioned systems with on-line data that is seamlessly integrated into the operator’s control systems...

... are identified and pre-filtered. The data are then processed, aggregated and subject to advanced analytics in order to extract useful information on the productivity, the main process parameters, building on its already available tools to manage welding productivity. This enables Saipem not only to build...