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© ABB Group April 8, 2013 | Slide 1 OMC 2013 – 21 March – Riccardo Martini Advanced Process Control applications to improve industrial productivity and operational effectiveness in the Oil & Gas industry

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Page 1: Abb Martini

© ABB Group April 8, 2013 | Slide 1

OMC 2013 – 21 March – Riccardo Martini

Advanced Process Control applications to improve industrial productivity and operational effectiveness in the Oil & Gas industry

Page 2: Abb Martini

© ABB Group April 8, 2013 | Slide 2

Presentation Agenda

� Brief Introduction to Advanced Process Control

� Sample applications

� APC on Oil & Gas Separators & Stabilizer

� APC on Acid Gas Removal unit

Page 3: Abb Martini

Advanced Process Control - Positioning

Page 4: Abb Martini

© ABB Group April 8, 2013 | Slide 4

How APC Improves Performance (1)Time domain view

actual constraint

before MPC

Reduce

Variance

Shift

Target

Page 5: Abb Martini

© ABB Group April 8, 2013 | Slide 5

How APC Improves Performance (2)Statistical view

Reduces Variance And Pushes To Limit

5

4

3

2

1

0330° 350° 370° 390° 410° 430°

6

% S

ampl

es/ D

egre

e F

Degree F

Page 6: Abb Martini

© ABB Group April 8, 2013 | Slide 6

How APC Improves Performance (3)

Operator’sPreferred

Operating Region

EconomicOptimum

FloodingConstraintCondenser

Constraint

ReboilerTemperatureConstraint

Steam

Reflux

� Handling simultaneous constraints and variables

Initital MPC

MPC

Page 7: Abb Martini

© ABB Group April 8, 2013 | Slide 7

MPC

CV Targets

MV Targets

CV Limits

MV Limits

PROCESSBase LoopSetpoints

MVs

CVs

Inputs Outputs

PVs

COs

MVs = Independent, Manipulated Process Inputs (Base Controller SPs)CVs = Dependent, Controlled (Constraint) Process Ou tputsFFs = Independent, Process Inputs (Disturbances)

FFs

BASELOOPS

How APC Improves Performance (4)

Page 8: Abb Martini

© ABB Group April 8, 2013 | Slide 8

APC & Optimization Suite

� Deliver state of the art technology

� Create a suite of products that have consistent look and feel that work together

seamlessly

� Reduce service and maintenance efforts

Loop Scan/Track

Inferential Modeling Platform

Predict & Control

Page 9: Abb Martini

© ABB Group April 8, 2013 | Slide 9

Gas & Oil Separation – Typical configuration

Page 10: Abb Martini

© ABB Group April 8, 2013 | Slide 10

Gas & Oil separators – basic diagram & objectives

HP Sep

MP Sep

LP Sep

Oil Stabilizer

Oil

LP Gas

MP GasFrom wells

Steam reboiler

Process control Main Objectives :

�Keep column temperature (composition) at target

�Keep separators pressure at target

�Keep levels in range

�Manage composition changes

�Manage flow variations in inlet (HP separator)

�Preserve stable operation

Page 11: Abb Martini

© ABB Group April 8, 2013 | Slide 11

Gas & Oil separation – process control

� Oil & gas separation by means of sequence of separators and stabilizer column

� Hi pressure separator affected by large disturbances that get cascaded to lower pressure separators and column

� Advanced process control strategies provide better results than standard DCS control schemes

� Moving from multiple local objectives to coordinated overall objectives

HP Sep

MP Sep

LP Sep

Oil Stabilizer

Oil

From wells

Steam reboiler

Page 12: Abb Martini

© ABB Group April 8, 2013 | Slide 12

Gas & Oil separation – disturbance path

� Hi pressure separator affected by large disturbances

� Disturbances get cascaded to lower pressure separators and stabilizer

� If level control is tight disturbance is fully propagated or even amplified

HP Sep

MP Sep

LP Sep

Oil Stabilizer

Oil

From wells

Steam reboiler

Page 13: Abb Martini

© ABB Group April 8, 2013 | Slide 13

Separator trends – prior to implementation

HPS

MPS

LPS

Oil Stabilizer

Oil

From wells

Steam reboiler

Flow

Flow

Temperature

Temperature

Page 14: Abb Martini

© ABB Group April 8, 2013 | Slide 14

Separator trends – consistent pattern

� Pattern: consistent over timeHPS

MPS

LPS

Oil Stabilizer

Oil

From wells

Steam reboiler

Flow

Flow

Temperature

Temperature

Flow

Page 15: Abb Martini

Disturbance source: oil wells

© ABB Group April 8, 2013 | Slide 15

HP separator level

Line pressure: feed forward information

HP separator btm flow

Page 16: Abb Martini

© ABB Group April 8, 2013 | Slide 16

APC Solution

� DCS control scheme modifications and re-tune

� Advanced Process Control implementation

� Keep level in range, use level buffer to smooth disturbance transfer

� Coordinate column feed with steam to improve temperature control

� Use existing well pressure to anticipate level/temperature changes

� Main CVs� HP, MP, LP levels� Stabilizer temperatures

� Main MVs� Level flows (HP to MP, MP to LP, LP to column)� Steam� P.A.

� FFs� Line pressure

Page 17: Abb Martini

© ABB Group April 8, 2013 | Slide 17

APC Results

Results:

�Improvement in temperature control (std. dev. Decrease >60%)

�Consistent composition control

�Process stabilization

�Reduction in operations workload

Page 18: Abb Martini

© ABB Group April 8, 2013 | Slide 18

Acid Gas Removal unit

� Chemical separation

� Ammine injection to separate H2S from sour gas

� Rich ammine sent to regenerator for H2S stripping

� Different ammine types or solvents could improve efficiency but overall still large LP consumer

SRU

Steam

Lean Ammine

Sweet Gas

Sour Gas

Page 19: Abb Martini

© ABB Group April 8, 2013 | Slide 19

Preliminary evaluation

� Residual H2S not consistently at specification – large fluctuations

� Multiple trains with inconsistent residual H2S

� Ammine circulations typically kept at constant value

� Steam/ammine ratio typically kept at constant value

� Potential improvement also in the area of gas inlet temperature control (refrigerant)

� Large potential savings with APC implementation

Page 20: Abb Martini

Addolcimento Gas – Unità 330 L4

© ABB Group April 8, 2013 | Slide 20

Ammine flow

H2S, day/night cycling

Name Min Avg Max Std Dev SamplesV330FIC402_MV 151.48 159.95 172.93 4.38 9902V330AT401_VALUE -0.05 0.78 5.4 0.58 9902V330FIC402_OUT 37.5 37.5 37.5 -1 9902V330FIC412_MV 19897.5 20768.06 21354.38 260.64 9902

Steam

Page 21: Abb Martini

© ABB Group April 8, 2013 | Slide 21

Acid Gas Removal unit

SRU

Steam

Lean Ammine

Sweet Gas

Sour Gas

� Main CVs

� Residual H2S

� Regen top temp

� Sour gas inlet temp

� Main MVs

� Ammine injection

� Steam/ammine ratio

� Refrigerant

� Objectives

� Maintain specs, minimize steam usage

Page 22: Abb Martini

© ABB Group April 8, 2013 | Slide 22

Results

� Consistent control of H2S

� Large energy savings (steam savings ~ 15%)

� Unit stabilization

� Reduction of disturbances to downstream units - SRU

APC ∆∆∆∆= 15 %

Maint MaintAPC OFF APC ON APC ON

APC 100% ON

Page 23: Abb Martini

© ABB Group April 8, 2013 | Slide 23

Conclusions

� APC can provides large, tangible benefits to the O&G industry

� APC Software and technology in the mature stage

� In addition to financial benefits, other operational benefits can be achieved

� Stabilization of operations

� Reduction of operators workload