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2 nd T rondheim Gas T echnology Conference Active Vapor Split Adjustment for Energy Optimal Control of Dividing Wall Distillation Columns: Experimental Studies Deeptanshu Dwivedi 1 Ivar J Halvorsen 2 Sigurd Skogestad 1 1 Department of Chemical Engineering, Norwegian University of Science and Technology, Trondheim, Norway 2 Applied Cybernetics, SINTEF, Trondheim, Norway 3 Nov 2011 Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 1 / 20
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Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

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Page 1: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

2nd Trondheim Gas Technology Conference

Active Vapor Split Adjustment for Energy OptimalControl of Dividing Wall Distillation Columns:

Experimental Studies

Deeptanshu Dwivedi1 Ivar J Halvorsen2 Sigurd Skogestad1

1Department of Chemical Engineering, Norwegian University of Science and Technology,Trondheim, Norway

2Applied Cybernetics, SINTEF, Trondheim, Norway

3 Nov 2011

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 1 / 20

Page 2: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Outline

1 IntroductionConventional DistillationThermally coupled columns

2 Need for active vapor split4–product Kaibel column4–product Kaibel column: Control StructureVmin vs Rv

Summary

3 Experimental setupPilot Plant: 4–Product Kaibel column

4 Experimental ResultsValve behaviourTotal Reflux4–Product Kaibel column

5 Conclusion

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 2 / 20

Page 3: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Introduction Conventional Distillation

Conventional distillation

energy intensive

large mixing losses

at interconnectionsinternal remixing

difficult seperation firstlarge ∆T at exchangers

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 3 / 20

Page 4: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Introduction Thermally coupled columns

Thermally coupled columns

examples: prefractionator arrangementsPetlyuk column

originally proposed for 3 productcan be extended to more than 3 productseasiest separation firstlow mixing lossesenergy saving upto 50 % for 4–component

Kaibel Column

energy saving upto 30 % for 4–component

can be realized by divided–wall columns (DWC)

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 4 / 20

Page 5: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Introduction Thermally coupled columns

Thermally coupled columns

examples: prefractionator arrangementsPetlyuk column

originally proposed for 3 productcan be extended to more than 3 productseasiest separation firstlow mixing lossesenergy saving upto 50 % for 4–component

Kaibel Column

energy saving upto 30 % for 4–component

can be realized by divided–wall columns (DWC)

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 4 / 20

Page 6: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Need for active vapor split 4–product Kaibel column

4–product Kaibel column

A: methanol

B: ethanol

C: propanol

D: butanol

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 5 / 20

Page 7: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Need for active vapor split 4–product Kaibel column

4–product Kaibel column

A: methanol

B: ethanol

C: propanol

D: butanol

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 5 / 20

Page 8: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Need for active vapor split 4–product Kaibel column: Control Structure

4–product Kaibel column: Control Structure

Regulatory layer when V > Vmin

4 point temperature control

inventory control

fixed V & Rv

demonstrated experimentally

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 6 / 20

Page 9: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Need for active vapor split 4–product Kaibel column: Control Structure

4–point control: Experiments

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 7 / 20

Page 10: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Need for active vapor split 4–product Kaibel column: Control Structure

4–product Kaibel column: Control Structure

Regulatory layer when V = Vmin

5 point temperature control

inventory control

also use Rv

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 8 / 20

Page 11: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Need for active vapor split Vmin vs Rv

boilup (Vmin) vs Vapor Split (Rv)

F = 1

zF = equimolar

purity spec: 98%for all products

Figure: Vmin vs Rv

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 9 / 20

Page 12: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Need for active vapor split Vmin vs Rv

boilup (Vmin) vs Vapor Split (Rv) changes with disturbances

Vmin andRv (optimal) maychange with feeddisturbances

Figure: Vmin vs Rv

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 10 / 20

Page 13: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Need for active vapor split Summary

Summary

active vapor split control required

to remain close to optimum Rv and Vmin

to aid to flexibilty in optimal operation for varying disturbances

Problem: Vapor Split may/will be uncertain

Solution: feedback action can remove this uncertainity in input

In four point control

Rl is very precise input: can be used in optimizing layer

Rv is uncertain input: can be used in regulatory layer with feedback

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 11 / 20

Page 14: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Need for active vapor split Summary

Summary

active vapor split control required

to remain close to optimum Rv and Vmin

to aid to flexibilty in optimal operation for varying disturbances

Problem: Vapor Split may/will be uncertain

Solution: feedback action can remove this uncertainity in input

In four point control

Rl is very precise input: can be used in optimizing layer

Rv is uncertain input: can be used in regulatory layer with feedback

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 11 / 20

Page 15: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Need for active vapor split Summary

Summary

active vapor split control required

to remain close to optimum Rv and Vmin

to aid to flexibilty in optimal operation for varying disturbances

Problem: Vapor Split may/will be uncertain

Solution: feedback action can remove this uncertainity in input

In four point control

Rl is very precise input: can be used in optimizing layer

Rv is uncertain input: can be used in regulatory layer with feedback

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 11 / 20

Page 16: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Need for active vapor split Summary

Summary

active vapor split control required

to remain close to optimum Rv and Vmin

to aid to flexibilty in optimal operation for varying disturbances

Problem: Vapor Split may/will be uncertain

Solution: feedback action can remove this uncertainity in input

In four point control

Rl is very precise input: can be used in optimizing layer

Rv is uncertain input: can be used in regulatory layer with feedback

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 11 / 20

Page 17: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Need for active vapor split Summary

Summary

active vapor split control required

to remain close to optimum Rv and Vmin

to aid to flexibilty in optimal operation for varying disturbances

Problem: Vapor Split may/will be uncertain

Solution: feedback action can remove this uncertainity in input

In four point control

Rl is very precise input: can be used in optimizing layer

Rv is uncertain input: can be used in regulatory layer with feedback

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 11 / 20

Page 18: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Need for active vapor split Summary

Summary

active vapor split control required

to remain close to optimum Rv and Vmin

to aid to flexibilty in optimal operation for varying disturbances

Problem: Vapor Split may/will be uncertain

Solution: feedback action can remove this uncertainity in input

In four point control

Rl is very precise input: can be used in optimizing layer

Rv is uncertain input: can be used in regulatory layer with feedback

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 11 / 20

Page 19: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Need for active vapor split Summary

Summary

active vapor split control required

to remain close to optimum Rv and Vmin

to aid to flexibilty in optimal operation for varying disturbances

Problem: Vapor Split may/will be uncertain

Solution: feedback action can remove this uncertainity in input

In four point control

Rl is very precise input: can be used in optimizing layer

Rv is uncertain input: can be used in regulatory layer with feedback

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 11 / 20

Page 20: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Experimental setup Pilot Plant

Pilot Plant

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 12 / 20

Page 21: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Experimental setup Pilot Plant

Vapor Split Valves

stepper motor

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 13 / 20

Page 22: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Experimental setup Pilot Plant

Split range logic

Pulse width modulation

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 14 / 20

Page 23: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Experimental Results Valve behaviour

Vapor valve characterstics- Manual mode

Conclusion: Really bad valve!

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 15 / 20

Page 24: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Experimental Results Valve behaviour

Vapor valve characterstics- Manual mode

Conclusion: Really bad valve!

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 15 / 20

Page 25: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Experimental Results Valve behaviour

Vapor valve characterstics- Manual mode

Conclusion: Really bad valve!

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 15 / 20

Page 26: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Experimental Results Total Reflux

Experiments: total reflux

total reflux conditions

valve control: split range logic

control variable:∆T = T 2 − T 5

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 16 / 20

Page 27: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Experimental Results Total Reflux

Run

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 17 / 20

Page 28: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Experimental Results 4–Product Kaibel column

Experiments: 4–Product Kaibel column

4–point temperature control

1 temperature in prefractionatorcontrolled with Rv in place of Rl

control variable: T 2

3 temperature controlled with L,S1 & S2

control variable: T 3, T 5 &T 6

Rl is very precise input

can be used as optimizinginput

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 18 / 20

Page 29: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Experimental Results 4–Product Kaibel column

Run

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 19 / 20

Page 30: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Conclusion

Conclusions

Active vapor split is feasible

Active vapor split will aid in minimum energy operation

Feedback action can remove uncertainity and drive vapor split ratio toaccurate position

in 5 point control: Rv can be used in regulatory layerin 4 point control: Rv should be used in regulatory layer, Rl can beused for optimization

Further works needed

Superior valve design to operate in low pressure drop applications

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 20 / 20

Page 31: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Conclusion

Conclusions

Active vapor split is feasible

Active vapor split will aid in minimum energy operation

Feedback action can remove uncertainity and drive vapor split ratio toaccurate position

in 5 point control: Rv can be used in regulatory layerin 4 point control: Rv should be used in regulatory layer, Rl can beused for optimization

Further works needed

Superior valve design to operate in low pressure drop applications

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 20 / 20

Page 32: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Conclusion

Conclusions

Active vapor split is feasible

Active vapor split will aid in minimum energy operation

Feedback action can remove uncertainity and drive vapor split ratio toaccurate position

in 5 point control: Rv can be used in regulatory layerin 4 point control: Rv should be used in regulatory layer, Rl can beused for optimization

Further works needed

Superior valve design to operate in low pressure drop applications

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 20 / 20

Page 33: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Conclusion

Conclusions

Active vapor split is feasible

Active vapor split will aid in minimum energy operation

Feedback action can remove uncertainity and drive vapor split ratio toaccurate position

in 5 point control: Rv can be used in regulatory layerin 4 point control: Rv should be used in regulatory layer, Rl can beused for optimization

Further works needed

Superior valve design to operate in low pressure drop applications

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 20 / 20

Page 34: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Conclusion

Conclusions

Active vapor split is feasible

Active vapor split will aid in minimum energy operation

Feedback action can remove uncertainity and drive vapor split ratio toaccurate position

in 5 point control: Rv can be used in regulatory layerin 4 point control: Rv should be used in regulatory layer, Rl can beused for optimization

Further works needed

Superior valve design to operate in low pressure drop applications

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 20 / 20

Page 35: Active Vapor Split Adjustment for Energy Optimal Control ... · PDF fileControl of Dividing Wall Distillation Columns: Experimental Studies ... Results Valve behaviour Vapor valve

Conclusion

Conclusions

Active vapor split is feasible

Active vapor split will aid in minimum energy operation

Feedback action can remove uncertainity and drive vapor split ratio toaccurate position

in 5 point control: Rv can be used in regulatory layerin 4 point control: Rv should be used in regulatory layer, Rl can beused for optimization

Further works needed

Superior valve design to operate in low pressure drop applications

Dwivedi et al. (NTNU & SINTEF) Active Vapor Split Adjustment of DWC 3 Nov 2011 20 / 20