andrew hunt - flow measurement institute€¦ · professor andrew hunt dr erdal turkbeyler dr james...

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Andrew Hunt Executive Director, Flow Measurement and Fluid Mechanics Research Centre

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Page 1: Andrew Hunt - Flow Measurement Institute€¦ · Professor Andrew Hunt Dr Erdal Turkbeyler Dr James Jewkes Dr Jonathan Nixon ... Dr Seyed Sharia;pour Dr Soroush Abolfathi Dr Ebrahim

Andrew Hunt Executive Director, Flow Measurement and Fluid Mechanics Research Centre

Page 2: Andrew Hunt - Flow Measurement Institute€¦ · Professor Andrew Hunt Dr Erdal Turkbeyler Dr James Jewkes Dr Jonathan Nixon ... Dr Seyed Sharia;pour Dr Soroush Abolfathi Dr Ebrahim

flowmeasure.com

Page 3: Andrew Hunt - Flow Measurement Institute€¦ · Professor Andrew Hunt Dr Erdal Turkbeyler Dr James Jewkes Dr Jonathan Nixon ... Dr Seyed Sharia;pour Dr Soroush Abolfathi Dr Ebrahim

h.p://www.flowmeasure.com/wp-content/uploads/2016/06/[email protected]

Page 4: Andrew Hunt - Flow Measurement Institute€¦ · Professor Andrew Hunt Dr Erdal Turkbeyler Dr James Jewkes Dr Jonathan Nixon ... Dr Seyed Sharia;pour Dr Soroush Abolfathi Dr Ebrahim
Page 5: Andrew Hunt - Flow Measurement Institute€¦ · Professor Andrew Hunt Dr Erdal Turkbeyler Dr James Jewkes Dr Jonathan Nixon ... Dr Seyed Sharia;pour Dr Soroush Abolfathi Dr Ebrahim
Page 6: Andrew Hunt - Flow Measurement Institute€¦ · Professor Andrew Hunt Dr Erdal Turkbeyler Dr James Jewkes Dr Jonathan Nixon ... Dr Seyed Sharia;pour Dr Soroush Abolfathi Dr Ebrahim

Flow Measurement and Fluid Mechanics ProcessNowcas+ngandSmartPipeProfessorAndrewHuntDrErdalTurkbeylerDrJamesJewkesDrJonathanNixonDrRezaAliDrEssamAbdelfatahDrAlexPedchenkoDrMichaelDallastonPDRA

FluidMechanicsofComplexFlowsProfessorAlbanPothératDrJanisPriedeDrChrisPringleDrBogdanTeacaDrS@jnVan@eghemDrBrahimMoudjedMar@nHoldsworthPDRA

AdvancedCompu+ngDrJamesBruseyProfessorElenaGauraDrRossWilkinsDrAnhTranPDRA

Reservoir,EnergyandEnvironmentDrSeyedSharia;pourDrSoroushAbolfathiDrEbrahimAbtahizadeh

CentreOpera+onsDrLornaEverall(opsmgr)

DrPhilCosten(RDE)LeonoreRodriguez-Esteves(RD)

BallySiddhu(RD)IanBates

Mathema+calPhysicsProfessorRalphKennaDrMar@nWeigelDrChris@anvonFerberDrMa.hewEnglandProfessorDamienFosterDrNikolaosFytasDrThierryPla@niDrTarasYavorskyiDrRobLow

Page 7: Andrew Hunt - Flow Measurement Institute€¦ · Professor Andrew Hunt Dr Erdal Turkbeyler Dr James Jewkes Dr Jonathan Nixon ... Dr Seyed Sharia;pour Dr Soroush Abolfathi Dr Ebrahim

Theore@cal/numerical/physicalmodelling

Advancedmeasurement

Excelling in Measurement and Modelling

Bayesiansta@s@cs,Par@clefiltering,Machinelearning,

Decision-supporttools.

Measurementasreal-@meboundarycondi@onfor

model

Pervasivesensingandsensorintegra@on–smartpipes

Fully-calibratedinstantaneousflowcondi@onsateverypointin

spaceand@me

Page 8: Andrew Hunt - Flow Measurement Institute€¦ · Professor Andrew Hunt Dr Erdal Turkbeyler Dr James Jewkes Dr Jonathan Nixon ... Dr Seyed Sharia;pour Dr Soroush Abolfathi Dr Ebrahim

Processes..

Page 9: Andrew Hunt - Flow Measurement Institute€¦ · Professor Andrew Hunt Dr Erdal Turkbeyler Dr James Jewkes Dr Jonathan Nixon ... Dr Seyed Sharia;pour Dr Soroush Abolfathi Dr Ebrahim

Current flow facilites

!  3-phase, oil-air-water, oil well flow simulator

!  Multiphase flow loop, UK national standard (NEL)

!  Single-phase flow calibration facilities in oil and water (NEL)

!  Wet gas flow loop, UK national standard (NEL)

!  10T large-bore magnet (LNCMI-CNRS Grenoble)

!  Bench top unsteady state relative permeameter Vinci BRP350

!  Advanced computing including dedicated HPC cluster

Page 10: Andrew Hunt - Flow Measurement Institute€¦ · Professor Andrew Hunt Dr Erdal Turkbeyler Dr James Jewkes Dr Jonathan Nixon ... Dr Seyed Sharia;pour Dr Soroush Abolfathi Dr Ebrahim

A perspective on Flow Measurement Andrew Hunt

Coventry University

Page 11: Andrew Hunt - Flow Measurement Institute€¦ · Professor Andrew Hunt Dr Erdal Turkbeyler Dr James Jewkes Dr Jonathan Nixon ... Dr Seyed Sharia;pour Dr Soroush Abolfathi Dr Ebrahim

Calculation of flowrate

!! = !! !!,! ! .!!,! ! .!! .!"!!!,!!

Mj = phase j mass flowrate (j = oil, gas, water etc.) Dj = phase j density (assumed invariant within meter)

Vi,j = instantaneous velocity of phase j in zone i αi,j = instantaneous concentra>on of phase j in zone i (Σj αi,j =1) Ai = area of zone i (invariant)

The correct calcula>on of mass flowrate involves integra>on a1er mul>plica>on of

velocity and concentra>on:

Page 12: Andrew Hunt - Flow Measurement Institute€¦ · Professor Andrew Hunt Dr Erdal Turkbeyler Dr James Jewkes Dr Jonathan Nixon ... Dr Seyed Sharia;pour Dr Soroush Abolfathi Dr Ebrahim

But many current MPFMs use technologies that average across the pipe first including: venturi, coriolis,

gamma-density, microwave, capacitance correla>on etc.

In this case the integrals are effec>vely done before the

mul>plica>on of velocity and concentra>on:

!′! = !! !!,! ! .!! .!"!!!,!!

!!,! ! .!"!!!,!!

Page 13: Andrew Hunt - Flow Measurement Institute€¦ · Professor Andrew Hunt Dr Erdal Turkbeyler Dr James Jewkes Dr Jonathan Nixon ... Dr Seyed Sharia;pour Dr Soroush Abolfathi Dr Ebrahim

But: product of the integrals ≠ integral of the product

Taking a simple example of liquid flowrate in gas-liquid

with 50% in-situ volume frac>on and Vg=2*Vl:

integral of the product (true answer) => 0.5*A*Vl

product of the integral => 0.5*A*(Vg+Vl)/2 =>0.5*A*(2*Vl+Vl)/2 =>0.75*A*Vl

=> 50% error even if the measurement is exact!

Vg

Vl

Page 14: Andrew Hunt - Flow Measurement Institute€¦ · Professor Andrew Hunt Dr Erdal Turkbeyler Dr James Jewkes Dr Jonathan Nixon ... Dr Seyed Sharia;pour Dr Soroush Abolfathi Dr Ebrahim

Build up from images for correct integration

11-Jul-17 14

a1a2a3..b1b2b3..

a1a2a3..b1b2b3..

a1a2a3..b1b2b3..

a1a2a3..b1b2b3..

a1a2a3..b1b2b3..

a1a2a3..b1b2b3..

a1a2a3.b1b2b3.c1c2

a1a2a3..b1b2b3..

a1a2a3..b1b2b3..

a1a2a3..b1b2b3..

a1a2a3.b1b2b3.c1c2

a1a2a3.b1b2b3.c1c2

a1a2a3.b1b2b3.c1c2

a1a2a3.b1b2b3.c1c2c3c4.

voltage26phaseangle36voltage46.permifvityconduc@vityvelocity.velocity26velocity36concentra@on26concentra@on36.

mightrepresent…

Page 15: Andrew Hunt - Flow Measurement Institute€¦ · Professor Andrew Hunt Dr Erdal Turkbeyler Dr James Jewkes Dr Jonathan Nixon ... Dr Seyed Sharia;pour Dr Soroush Abolfathi Dr Ebrahim

Electrical Capacitance Tomography

!  A ‘body scanner’ for pipes

!  up to 5000 images per second

!  10,000 x faster than a medical body scanner

!  20 to 100 times cheaper than a medical body scanner

Page 16: Andrew Hunt - Flow Measurement Institute€¦ · Professor Andrew Hunt Dr Erdal Turkbeyler Dr James Jewkes Dr Jonathan Nixon ... Dr Seyed Sharia;pour Dr Soroush Abolfathi Dr Ebrahim

.

DrySolids

Oilandgas

Wetsteam

Electrical Capacitance Tomography

Page 17: Andrew Hunt - Flow Measurement Institute€¦ · Professor Andrew Hunt Dr Erdal Turkbeyler Dr James Jewkes Dr Jonathan Nixon ... Dr Seyed Sharia;pour Dr Soroush Abolfathi Dr Ebrahim

Commercial ECT Systems

!  Measure capacitances on two-planes of electrodes

!  Produce images of concentration and velocity

!  Integrate to give flowrate in two-phase flows

Page 18: Andrew Hunt - Flow Measurement Institute€¦ · Professor Andrew Hunt Dr Erdal Turkbeyler Dr James Jewkes Dr Jonathan Nixon ... Dr Seyed Sharia;pour Dr Soroush Abolfathi Dr Ebrahim
Page 19: Andrew Hunt - Flow Measurement Institute€¦ · Professor Andrew Hunt Dr Erdal Turkbeyler Dr James Jewkes Dr Jonathan Nixon ... Dr Seyed Sharia;pour Dr Soroush Abolfathi Dr Ebrahim
Page 20: Andrew Hunt - Flow Measurement Institute€¦ · Professor Andrew Hunt Dr Erdal Turkbeyler Dr James Jewkes Dr Jonathan Nixon ... Dr Seyed Sharia;pour Dr Soroush Abolfathi Dr Ebrahim
Page 21: Andrew Hunt - Flow Measurement Institute€¦ · Professor Andrew Hunt Dr Erdal Turkbeyler Dr James Jewkes Dr Jonathan Nixon ... Dr Seyed Sharia;pour Dr Soroush Abolfathi Dr Ebrahim
Page 22: Andrew Hunt - Flow Measurement Institute€¦ · Professor Andrew Hunt Dr Erdal Turkbeyler Dr James Jewkes Dr Jonathan Nixon ... Dr Seyed Sharia;pour Dr Soroush Abolfathi Dr Ebrahim

Solids flow in milling

Page 23: Andrew Hunt - Flow Measurement Institute€¦ · Professor Andrew Hunt Dr Erdal Turkbeyler Dr James Jewkes Dr Jonathan Nixon ... Dr Seyed Sharia;pour Dr Soroush Abolfathi Dr Ebrahim

Hunt(2014).WeighingwithoutTouching,MeasurementandControl47/1,19-25.

!

Page 24: Andrew Hunt - Flow Measurement Institute€¦ · Professor Andrew Hunt Dr Erdal Turkbeyler Dr James Jewkes Dr Jonathan Nixon ... Dr Seyed Sharia;pour Dr Soroush Abolfathi Dr Ebrahim

Dust flows: 10 kg/hr at 12m/s

Page 25: Andrew Hunt - Flow Measurement Institute€¦ · Professor Andrew Hunt Dr Erdal Turkbeyler Dr James Jewkes Dr Jonathan Nixon ... Dr Seyed Sharia;pour Dr Soroush Abolfathi Dr Ebrahim

Liquid Flight Propellant Tank

Propellant Tank

Thin Film Electrode Array

Typical image frames during roll movement from each plane representing two ends of the tank

Page 26: Andrew Hunt - Flow Measurement Institute€¦ · Professor Andrew Hunt Dr Erdal Turkbeyler Dr James Jewkes Dr Jonathan Nixon ... Dr Seyed Sharia;pour Dr Soroush Abolfathi Dr Ebrahim

Gauge propellant - any orientation, any gravity, any vessel

Sloshforce

3DPropellant

CentreofgravityTankcam

Propellant%full

Page 27: Andrew Hunt - Flow Measurement Institute€¦ · Professor Andrew Hunt Dr Erdal Turkbeyler Dr James Jewkes Dr Jonathan Nixon ... Dr Seyed Sharia;pour Dr Soroush Abolfathi Dr Ebrahim

27

Clamp-on ECT at Field Conditions

•  ECTsensorshownclamped-ontoaramidfibrereinforcedHDPEpipe,withapressurera@ngof90Bar@65ºC

Page 28: Andrew Hunt - Flow Measurement Institute€¦ · Professor Andrew Hunt Dr Erdal Turkbeyler Dr James Jewkes Dr Jonathan Nixon ... Dr Seyed Sharia;pour Dr Soroush Abolfathi Dr Ebrahim

Developing an image-based multiphase flowmeter

!  Need fast imaging of velocity and concentration in: !  oil-continuous flows (ECT, MIT, …) !  gas-continuous flows (ECT, MIT, …) !  water-continuous flows (MIT, ERT, EVT…)

!  Develop a real-time pixel-based property vector

!  Integrate to get the phase flowrates for multiphase and dry solids conveying

!  Underwater, clamp-on system feasible