... frequency neural network flow rate principal component rnn artificial intelligence feedforward ann Slugging Monitoring and Classification with Machine Learning P. Shoeibi Omrani, I. Dobrovolschi, K. Loh, S.P.C. Belfroid Heat Transfer and Fluid Dynamics department, TNO, The Netherlands ABSTRACT...

... integrity well integrity artificial intelligence real-time well integrity bhr group mpt2019 well event upstream oil & gas well state corrosion construction workflow library pattern library integrity issue detection classification application machine learning A Real-time Well...

... reservoir surveillance real time system multiphase facility artificial intelligence video snapshot flow structure flow pattern x-ray output X-ray 2D and 3-Phase computed tomography (CT) measurements of multiphase flows: digital reconstruction of multiphase flow maps suitable for high pressure...

... platform to the refinery, and in pipe separators where low velocities exist. fluid dynamics pipe flow dispersion evolution separation droplet mechanistic model voulgaropoulo prediction diameter average dense-packed zone interface upstream oil & gas artificial intelligence...

... control fluid dynamics flow in porous media barnea terminal velocity critical bubble diameter production monitoring gas void fraction upstream oil & gas diameter transition model production logging validation prediction machine learning artificial intelligence bubble diameter 1...

... main flow regimes are observed: separated, intermittent, and dispersed flow. phase distribution gas-liquid flow gas-water flow artificial intelligence configuration interfacial perimeter two-phase flow annulus configuration inner pipe production control flow structure slug flow...

... injectable venturi injection pressure drop pipeline transient behavior reduction reservoir surveillance valve gas injection riser base pressure fluctuation flow rate experiment slug catcher artificial intelligence stability production logging bottom-hole pressure production control plain...

... Based Flow Assurance, in Offshore Technology Conference 2015: Houston, USA. © BHR Group 18 MPT 2017 51 viscosity manifold fraction equilibrium temperature flow assurance relative viscosity prediction equation algorithm bhr group 18 upstream oil & gas calculation artificial...

... of gas-liquid behaviour in eccentric horizontal annuli with image processing and artificial intelligence techniques, J. of Petroleum Sci. and Eng., 81, 31-40. (17) Press, W.H., Teukolsky, S.A., Vetterling, W.T., Flannery, B.P., Numerical Recipes in Fortran 90: The Art of Parallel Scientific Computing...

... production monitoring pressure drop pipe bhr group 18 cfd simulation artificial intelligence vertical pipe openfoam 2017. BHR Group 18 MPT 2017 ...

... monitoring flow assurance challenge artificial intelligence variability risk and uncertainty assessment 2017. BHR Group 18 MPT 2017 ...

... oil superficial velocity production logging nominal oil viscosity mean liquid holdup production control artificial intelligence upstream oil & gas slug frequency reservoir surveillance prediction multiphase flow simulator viscosity gas superficial velocity flow pattern slug...

..., or a major segment of the field, to the processing plant (Fig. 1). upstream oil & gas oil production artificial lift system multiphase 17 constraint flow rate water cut production system algorithm model-based optimization production gathering network case 1 bhr group 2015 artificial...

... artificial intelligence upstream oil & gas production system gvf multiphase 17 module operation ledaflow bhr group 2015 inlet fraction flowline control strategy downstream flowline valve subsea interaction artificial lift system multiphase pump hydraulic jet pump 2015. BHR Group...

... production logging slug length distribution tail velocity simulation upstream oil & gas slug frequency slug flow prediction experiment production control slug front slug catcher artificial intelligence slug length Abstract A mechanistic model has been developed for the rate...

... prediction interface production control production logging genetic algorithm reservoir surveillance coefficient droplet diameter liquid droplet concentration profile pipe diameter artificial intelligence correlation Modelling of liquid droplets concentration profiles in stratified-annular flows...

... surveillance two-phase slug flow bhr group 2015 vertical pipe chemical engineering science terminal velocity taylor bubble upstream oil & gas experimental data liquid vertical tube correlation artificial intelligence film thickness pipe production monitoring simulation production logging...

... equation upstream oil & gas phase distribution bhr group 2015 multiphase flow simulation multiphase 17 liquid structure particle experimental data void fraction slug time series frequency reservoir surveillance artificial intelligence production monitoring Computational fluid...

... (5) Hammerschmidt EG. Formation of gas hydrates in natural gas transmission lines. Ind. Eng. Chem. 1934; 26:851-855. © BHR Group 2013 Multiphase 16 75 upstream oil & gas monte carlo simulation flow rate artificial intelligence calculation water cut machine learning hydrate dissociation...

... gokcal prediction production logging liquid viscosity artificial intelligence horizontal pipe high viscosity liquid production monitoring viscosity liquid schulke gas flow superficial velocity bhr group 2013 production control pipe reservoir surveillance correlation Slug frequency...