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© 2012 Aspen Technology, Inc. All rights reserved
OPTIMIZETM 2013
STATE OF THE ART REVIEW AND
RECENT DEVELOPMENTS IN
GLYCOL DEHYDRATION FACILITY
MODELLING AND OPTIMIZATION
A. Alva-Argaez and J. Holoboff (Process Ecology)
Doris Weiss (Devon Energy)
Speaker: Alberto Alva-Argaez
Process Ecology
May 2013
© 2013 Aspen Technology, Inc. All rights reserved | 2
Outline
Who we are
Glycol Dehydration Simulation
Review
– TEG systems
– EG Refrigeration plants
– Air Emissions
– Other process issues
Optimization approach
Conclusions and future work
© 2013 Aspen Technology, Inc. All rights reserved | 3
Who We Are: Process Ecology Inc.
Founded 2003, Calgary, AB
Engineering consulting, process
simulation & optimization,
software development
Air emissions estimation and
management
Tracking air emissions since
2007 for approximately 1,000
dehys in Western Canada
3
© 2013 Aspen Technology, Inc. All rights reserved | 4
Glycol dehydration
– Simulation widely used for the design and troubleshooting of TEG
dehydration and EG hydrate formation units.
– Increasingly, simulation is relied upon for air emissions reporting
– Aspen HYSYS must be used with care – the application of the
model must be considered
– Simplified approaches for air emissions such as GlyCalc or emission
factors must be limited to their intended purpose
– Simulation relies on experimental data (VLE, VLLE). There is a lack
of data to improve the predictions and increase trust in the results.
– Optimization of process plants requires the evaluation of trade-offs
between capital expenditures, operating cost and environmental
goals
© 2013 Aspen Technology, Inc. All rights reserved | 5
TEG Dehydration
HYSYS (Peng Robinson), HYSYS (Glycol) and GlyCalc compared to:
• GPA RR 131 “Solubility of Selected Aromatic Hydrocarbons in
TEG” (1991)
• Water removal predictions (GPSA, Arnold & Stewart)
© 2013 Aspen Technology, Inc. All rights reserved | 6
Key findings
All simulators show
reasonable match for
BTEX absorption to
glycol phase at contactor
conditions
At regenerator
conditions GlyCalc
overpredicts BTEX K-
values
Overall BTEX emissions
show reasonable match
Dry gas water content
predictions
– Essential for optimization
of operational parameters
– GlyCalc consistently over-
predicts water removal
– HYSYS-Glycol best fit for
water content
© 2013 Aspen Technology, Inc. All rights reserved | 7
Dehydration performance
Data: Surface Production Operations (Arnold & Stewart)
© 2013 Aspen Technology, Inc. All rights reserved | 8
TEG - remarks
Care must be taken when using simulation tools for air
emissions/optimization tasks
GlyCalc can underpredict dry gas water content (not the
ideal optimization tool)
HYSYS offers flexibility to tune parameters to
experimental/plant data
Automation can also assist when performing sensitivity
analysis (e.g. changes in contactor temperature)
Stripping gas effects also need to be considered
© 2013 Aspen Technology, Inc. All rights reserved | 9
EG Refrigeration
HYSYS (Peng Robinson), HYSYS (Glycol), ProMax (SRK) and GlyCalc
compared to:
• GPA RR 137 (VLE only) “Solubility of Selected Aromatic
Hydrocarbons in MEG” (1994)
• Plant data from selected facilities in Western Canada
© 2013 Aspen Technology, Inc. All rights reserved | 10
Key findings
Low Temp Separator (LTS)
is the essential phase split
– How much BTEX splits into
HC liquid and water/EG
phase?
– Also, losses of EG to vapor
HYSYS PR should not be
used for air emissions-
negligible BTEX is predicted
in aqueous phase, resulting
in no calculated emissions
GlyCalc frequently fails to
predict a HC liquid phase
Trends
– HYSYS-Glycol: highest
BTEX
– Caution at lower
pressures (less than
2,500 kPa)
– GlyCalc: lowest amount
of BTEX (when HC liquid
found)
VLLE data required
– -35C to-10C
(-31F to 14F)
– 2,000–7,000kPa
(290–1,015psi)
© 2013 Aspen Technology, Inc. All rights reserved | 11
Simulation results- benzene in mixed liq. phase
© 2013 Aspen Technology, Inc. All rights reserved | 12
Simulation results- benzene in aqueous phase
© 2013 Aspen Technology, Inc. All rights reserved | 13
EG – further work
– Comparison with facility data: It would be helpful to obtain
more plant data, ensuring a close review of the procedure for
collecting data and samples.
– Comparison with experimental data: Although GPA RR-137 is
very useful, a VLLE study would improve on this work and be
very useful in understanding the solubility of BTEX in the
aqueous and hydrocarbon liquid phases of cold separators.
Acknowledgments :
– Brad Johnston (Cenovus Energy Inc.)
– Ian Cosman (Process Ecology Inc.)
© 2013 Aspen Technology, Inc. All rights reserved | 14
Air Emissions- Regulations
BTEX/ HAPs air quality objectives
Greenhouse gas emissions
– EPA Subpart W
– BC GHG reporting (WCI standards)
– AB GHG program
– Climate Registry
– Carbon Disclosure Project
– etc.
© 2013 Aspen Technology, Inc. All rights reserved | 15
Methane emissions- dehys
3rd largest source
© 2013 Aspen Technology, Inc. All rights reserved | 16
Estimation results- GHGs
Simulated results vs. API emission factor estimates -
emission factor is unreliable for individual facilities
© 2013 Aspen Technology, Inc. All rights reserved | 17
Stripping gas effects
HYSYS can also be used to predict the inlet gas temperature at which
stripping gas would be required, for a given dry gas water content.
However, work needs to be done to improve the predictions.
© 2013 Aspen Technology, Inc. All rights reserved | 18
Key findings/ remarks
Emission factors are too
simplistic, HYSYS better for
individual units
We are planning to compare
HYSYS CO2E emissions
calculations to data
Glycalc also recommended
by regulatory agencies but
isn’t as flexible
Stripping gas use can
introduce large errors in
these estimations
HYSYS provides added
flexibility and automation
opportunities
Remarks:
– Once we have gathered
operating data and
simulated these plants
for regulatory reporting:
perform optimization.
– Inform your energy
optimization and
emissions reduction
strategies
Energy and emissions
management is a process
engineering challenge not
just an accounting
challenge
© 2013 Aspen Technology, Inc. All rights reserved | 19
Emissions controls
Condenser systems
– Air cooled
– Glycol cooled
– Water cooled (not in cold
climates)
– Aboveground tanks and
condensing tanks:
modelling activity in
progress
– Flash tank
beneficial/required.
– Stripping gas: eliminate
Incinerators and Flares
– Destruction efficiencies
high in incineration
99+%
– Fuel gas demand
– Flares: 90% destruction
accepted by ERCB
(Canada)
Zero emissions trend in
Canada
– Condensers with burner
systems (e.g., Jatco
units)
– Vents tied into
compressor suction or
burners
© 2013 Aspen Technology, Inc. All rights reserved | 20
Overall optimization strategy
Leverage regulatory reporting efforts with plant optimization
Optimize for minimum energy demand = minimum air
emissions
– BTEX, GHGs from process vents
– GHGs, CACs from combustion
– Stripping gas review – is it really needed?
Frequent glycol overcirculation
– Replace/modify pumps
– Switch to electric pumps
© 2013 Aspen Technology, Inc. All rights reserved | 21
Focus efforts
Total approximately $700,000/yr
© 2013 Aspen Technology, Inc. All rights reserved | 22
Conclusions
Leverage regulatory reporting efforts with plant optimization
Optimize for minimum energy demand = minimum air
emissions
– BTEX, GHGs from process vents
– GHGs, CACs from combustion
– Stripping gas review- really needed?
Frequent glycol overcirculation
– Replace/modify pumps
– Switch to electric pumps
Consider emissions controls in the exercise
© 2013 Aspen Technology, Inc. All rights reserved | 23
THANK YOU FOR YOUR ATTENTION!
ANY QUESTIONS?
alberto@processecology.com

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State of the art review and recent development of the glycol dehydration facility modelling and optimization

  • 1. © 2012 Aspen Technology, Inc. All rights reserved OPTIMIZETM 2013 STATE OF THE ART REVIEW AND RECENT DEVELOPMENTS IN GLYCOL DEHYDRATION FACILITY MODELLING AND OPTIMIZATION A. Alva-Argaez and J. Holoboff (Process Ecology) Doris Weiss (Devon Energy) Speaker: Alberto Alva-Argaez Process Ecology May 2013
  • 2. © 2013 Aspen Technology, Inc. All rights reserved | 2 Outline Who we are Glycol Dehydration Simulation Review – TEG systems – EG Refrigeration plants – Air Emissions – Other process issues Optimization approach Conclusions and future work
  • 3. © 2013 Aspen Technology, Inc. All rights reserved | 3 Who We Are: Process Ecology Inc. Founded 2003, Calgary, AB Engineering consulting, process simulation & optimization, software development Air emissions estimation and management Tracking air emissions since 2007 for approximately 1,000 dehys in Western Canada 3
  • 4. © 2013 Aspen Technology, Inc. All rights reserved | 4 Glycol dehydration – Simulation widely used for the design and troubleshooting of TEG dehydration and EG hydrate formation units. – Increasingly, simulation is relied upon for air emissions reporting – Aspen HYSYS must be used with care – the application of the model must be considered – Simplified approaches for air emissions such as GlyCalc or emission factors must be limited to their intended purpose – Simulation relies on experimental data (VLE, VLLE). There is a lack of data to improve the predictions and increase trust in the results. – Optimization of process plants requires the evaluation of trade-offs between capital expenditures, operating cost and environmental goals
  • 5. © 2013 Aspen Technology, Inc. All rights reserved | 5 TEG Dehydration HYSYS (Peng Robinson), HYSYS (Glycol) and GlyCalc compared to: • GPA RR 131 “Solubility of Selected Aromatic Hydrocarbons in TEG” (1991) • Water removal predictions (GPSA, Arnold & Stewart)
  • 6. © 2013 Aspen Technology, Inc. All rights reserved | 6 Key findings All simulators show reasonable match for BTEX absorption to glycol phase at contactor conditions At regenerator conditions GlyCalc overpredicts BTEX K- values Overall BTEX emissions show reasonable match Dry gas water content predictions – Essential for optimization of operational parameters – GlyCalc consistently over- predicts water removal – HYSYS-Glycol best fit for water content
  • 7. © 2013 Aspen Technology, Inc. All rights reserved | 7 Dehydration performance Data: Surface Production Operations (Arnold & Stewart)
  • 8. © 2013 Aspen Technology, Inc. All rights reserved | 8 TEG - remarks Care must be taken when using simulation tools for air emissions/optimization tasks GlyCalc can underpredict dry gas water content (not the ideal optimization tool) HYSYS offers flexibility to tune parameters to experimental/plant data Automation can also assist when performing sensitivity analysis (e.g. changes in contactor temperature) Stripping gas effects also need to be considered
  • 9. © 2013 Aspen Technology, Inc. All rights reserved | 9 EG Refrigeration HYSYS (Peng Robinson), HYSYS (Glycol), ProMax (SRK) and GlyCalc compared to: • GPA RR 137 (VLE only) “Solubility of Selected Aromatic Hydrocarbons in MEG” (1994) • Plant data from selected facilities in Western Canada
  • 10. © 2013 Aspen Technology, Inc. All rights reserved | 10 Key findings Low Temp Separator (LTS) is the essential phase split – How much BTEX splits into HC liquid and water/EG phase? – Also, losses of EG to vapor HYSYS PR should not be used for air emissions- negligible BTEX is predicted in aqueous phase, resulting in no calculated emissions GlyCalc frequently fails to predict a HC liquid phase Trends – HYSYS-Glycol: highest BTEX – Caution at lower pressures (less than 2,500 kPa) – GlyCalc: lowest amount of BTEX (when HC liquid found) VLLE data required – -35C to-10C (-31F to 14F) – 2,000–7,000kPa (290–1,015psi)
  • 11. © 2013 Aspen Technology, Inc. All rights reserved | 11 Simulation results- benzene in mixed liq. phase
  • 12. © 2013 Aspen Technology, Inc. All rights reserved | 12 Simulation results- benzene in aqueous phase
  • 13. © 2013 Aspen Technology, Inc. All rights reserved | 13 EG – further work – Comparison with facility data: It would be helpful to obtain more plant data, ensuring a close review of the procedure for collecting data and samples. – Comparison with experimental data: Although GPA RR-137 is very useful, a VLLE study would improve on this work and be very useful in understanding the solubility of BTEX in the aqueous and hydrocarbon liquid phases of cold separators. Acknowledgments : – Brad Johnston (Cenovus Energy Inc.) – Ian Cosman (Process Ecology Inc.)
  • 14. © 2013 Aspen Technology, Inc. All rights reserved | 14 Air Emissions- Regulations BTEX/ HAPs air quality objectives Greenhouse gas emissions – EPA Subpart W – BC GHG reporting (WCI standards) – AB GHG program – Climate Registry – Carbon Disclosure Project – etc.
  • 15. © 2013 Aspen Technology, Inc. All rights reserved | 15 Methane emissions- dehys 3rd largest source
  • 16. © 2013 Aspen Technology, Inc. All rights reserved | 16 Estimation results- GHGs Simulated results vs. API emission factor estimates - emission factor is unreliable for individual facilities
  • 17. © 2013 Aspen Technology, Inc. All rights reserved | 17 Stripping gas effects HYSYS can also be used to predict the inlet gas temperature at which stripping gas would be required, for a given dry gas water content. However, work needs to be done to improve the predictions.
  • 18. © 2013 Aspen Technology, Inc. All rights reserved | 18 Key findings/ remarks Emission factors are too simplistic, HYSYS better for individual units We are planning to compare HYSYS CO2E emissions calculations to data Glycalc also recommended by regulatory agencies but isn’t as flexible Stripping gas use can introduce large errors in these estimations HYSYS provides added flexibility and automation opportunities Remarks: – Once we have gathered operating data and simulated these plants for regulatory reporting: perform optimization. – Inform your energy optimization and emissions reduction strategies Energy and emissions management is a process engineering challenge not just an accounting challenge
  • 19. © 2013 Aspen Technology, Inc. All rights reserved | 19 Emissions controls Condenser systems – Air cooled – Glycol cooled – Water cooled (not in cold climates) – Aboveground tanks and condensing tanks: modelling activity in progress – Flash tank beneficial/required. – Stripping gas: eliminate Incinerators and Flares – Destruction efficiencies high in incineration 99+% – Fuel gas demand – Flares: 90% destruction accepted by ERCB (Canada) Zero emissions trend in Canada – Condensers with burner systems (e.g., Jatco units) – Vents tied into compressor suction or burners
  • 20. © 2013 Aspen Technology, Inc. All rights reserved | 20 Overall optimization strategy Leverage regulatory reporting efforts with plant optimization Optimize for minimum energy demand = minimum air emissions – BTEX, GHGs from process vents – GHGs, CACs from combustion – Stripping gas review – is it really needed? Frequent glycol overcirculation – Replace/modify pumps – Switch to electric pumps
  • 21. © 2013 Aspen Technology, Inc. All rights reserved | 21 Focus efforts Total approximately $700,000/yr
  • 22. © 2013 Aspen Technology, Inc. All rights reserved | 22 Conclusions Leverage regulatory reporting efforts with plant optimization Optimize for minimum energy demand = minimum air emissions – BTEX, GHGs from process vents – GHGs, CACs from combustion – Stripping gas review- really needed? Frequent glycol overcirculation – Replace/modify pumps – Switch to electric pumps Consider emissions controls in the exercise
  • 23. © 2013 Aspen Technology, Inc. All rights reserved | 23 THANK YOU FOR YOUR ATTENTION! ANY QUESTIONS? alberto@processecology.com