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OLI Simulation Conference 2014 Process Safety Study Using Aspen/OLI Inadvertent Mixing of Electrolyte Raw Materials In Storage Tanks ® TM The DOW Diamond is a Trademark of The Dow Chemical Company (“Dow”) or an affiliated company of Dow. David Kolesar The Dow Chemical Company October 2014

OLI Simulation Conference 2014...- Aspen Simulation Workbook - Many, Many Plants and Tanks (100’s) To run But, Not Good Use of Modeler’s Time The plan - Embed the Aspen Dynamics

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Page 1: OLI Simulation Conference 2014...- Aspen Simulation Workbook - Many, Many Plants and Tanks (100’s) To run But, Not Good Use of Modeler’s Time The plan - Embed the Aspen Dynamics

OLI Simulation Conference 2014

Process Safety Study Using Aspen/OLI

Inadvertent Mixing of Electrolyte Raw Materials

In Storage Tanks

® TM The DOW Diamond is a Trademark of The Dow

Chemical Company (“Dow”) or an affiliated company of Dow.

David Kolesar The Dow Chemical Company

October 2014

Page 2: OLI Simulation Conference 2014...- Aspen Simulation Workbook - Many, Many Plants and Tanks (100’s) To run But, Not Good Use of Modeler’s Time The plan - Embed the Aspen Dynamics

Background / Objective

We All Know What Happens If Sulfuric Acid Accidentally Gets

Pumped Into A Caustic Tank.

But What Happens If, Say, Methacrylic Acid Were Pumped

Into An Aqueous Ammonia Tank (Weak Acids and Bases).

These Are Just The Questions That Dow Process Safety Was

Looking Into And Needed A Means To Evaluate Them.

Decision Was Made To Build A Dynamic Simulation.

D Kolesar October 2014 OLI Simulation Conference 2014

Page 3: OLI Simulation Conference 2014...- Aspen Simulation Workbook - Many, Many Plants and Tanks (100’s) To run But, Not Good Use of Modeler’s Time The plan - Embed the Aspen Dynamics

Initial Modeling Attempt With Aspen Dynamics

D Kolesar October 2014 OLI Simulation Conference 2014

Page 4: OLI Simulation Conference 2014...- Aspen Simulation Workbook - Many, Many Plants and Tanks (100’s) To run But, Not Good Use of Modeler’s Time The plan - Embed the Aspen Dynamics

Initial Modeling Attempt With Aspen Dynamics

Worked Well But Many Components and

Chemistry Were Missing

D Kolesar October 2014 OLI Simulation Conference 2014

Page 5: OLI Simulation Conference 2014...- Aspen Simulation Workbook - Many, Many Plants and Tanks (100’s) To run But, Not Good Use of Modeler’s Time The plan - Embed the Aspen Dynamics

Next Attempt: Aspen Dynamics With OLI Chemistry & Properties

D Kolesar October 2014 OLI Simulation Conference 2014

Page 6: OLI Simulation Conference 2014...- Aspen Simulation Workbook - Many, Many Plants and Tanks (100’s) To run But, Not Good Use of Modeler’s Time The plan - Embed the Aspen Dynamics

Dynamic Results of Methacrylic Acid into Ammonia Tank

D Kolesar October 2014 OLI Simulation Conference 2014

Page 7: OLI Simulation Conference 2014...- Aspen Simulation Workbook - Many, Many Plants and Tanks (100’s) To run But, Not Good Use of Modeler’s Time The plan - Embed the Aspen Dynamics

With Many Tanks to Evaluate Needed A Tool for the Non-Modeler

- Aspen Simulation Workbook -

Many, Many Plants and Tanks (100’s) To run

But, Not Good Use of Modeler’s Time

The plan - Embed the Aspen Dynamics

Flowsheet In Aspen Simulation Workbook (Excel

Interface For Aspen Simulators)

Provides Tool for Process Safety Personnel to

Use And Run A Multitude Of Cases

D Kolesar October 2014 OLI Simulation Conference 2014

Page 8: OLI Simulation Conference 2014...- Aspen Simulation Workbook - Many, Many Plants and Tanks (100’s) To run But, Not Good Use of Modeler’s Time The plan - Embed the Aspen Dynamics

Aspen Simulation Workbook

D Kolesar October 2014 OLI Simulation Conference 2014

Page 9: OLI Simulation Conference 2014...- Aspen Simulation Workbook - Many, Many Plants and Tanks (100’s) To run But, Not Good Use of Modeler’s Time The plan - Embed the Aspen Dynamics

Input Table

D Kolesar October 2014 OLI Simulation Conference 2014

Page 10: OLI Simulation Conference 2014...- Aspen Simulation Workbook - Many, Many Plants and Tanks (100’s) To run But, Not Good Use of Modeler’s Time The plan - Embed the Aspen Dynamics

Input Table

D Kolesar October 2014 OLI Simulation Conference 2014

Page 11: OLI Simulation Conference 2014...- Aspen Simulation Workbook - Many, Many Plants and Tanks (100’s) To run But, Not Good Use of Modeler’s Time The plan - Embed the Aspen Dynamics

How Do You Prevent Pairs With No Chemistry?

D Kolesar October 2014 OLI Simulation Conference 2014

Page 12: OLI Simulation Conference 2014...- Aspen Simulation Workbook - Many, Many Plants and Tanks (100’s) To run But, Not Good Use of Modeler’s Time The plan - Embed the Aspen Dynamics

How Do You Prevent Pairs With No Chemistry?

---Conditional Drop Downs---

D Kolesar October 2014 OLI Simulation Conference 2014

Page 13: OLI Simulation Conference 2014...- Aspen Simulation Workbook - Many, Many Plants and Tanks (100’s) To run But, Not Good Use of Modeler’s Time The plan - Embed the Aspen Dynamics

How Do You Prevent Pairs With No Chemistry?

---Conditional Drop Downs---

D Kolesar October 2014 OLI Simulation Conference 2014

Page 14: OLI Simulation Conference 2014...- Aspen Simulation Workbook - Many, Many Plants and Tanks (100’s) To run But, Not Good Use of Modeler’s Time The plan - Embed the Aspen Dynamics

Tabular Output

D Kolesar October 2014 OLI Simulation Conference 2014

Page 15: OLI Simulation Conference 2014...- Aspen Simulation Workbook - Many, Many Plants and Tanks (100’s) To run But, Not Good Use of Modeler’s Time The plan - Embed the Aspen Dynamics

ASW Graphic Output

D Kolesar October 2014 OLI Simulation Conference 2014

Page 16: OLI Simulation Conference 2014...- Aspen Simulation Workbook - Many, Many Plants and Tanks (100’s) To run But, Not Good Use of Modeler’s Time The plan - Embed the Aspen Dynamics

ASW Graphic Output

D Kolesar October 2014 OLI Simulation Conference 2014

Page 17: OLI Simulation Conference 2014...- Aspen Simulation Workbook - Many, Many Plants and Tanks (100’s) To run But, Not Good Use of Modeler’s Time The plan - Embed the Aspen Dynamics

Works Great But…

The Aspen Dynamic Simulation in ASW Ran Well But...

When Change Starting Conditions in the Tank (i.e.

Temperature, Pressure, Composition), The Simulation

Would Not Initialize or Became Infeasible.

Stable in Aspen Plus But Not Aspen Dynamics with OLI

Properties.

Next Plan: Run Simulation In Aspen Plus With A

Sensitivity Clock

D Kolesar October 2014 OLI Simulation Conference 2014

Page 18: OLI Simulation Conference 2014...- Aspen Simulation Workbook - Many, Many Plants and Tanks (100’s) To run But, Not Good Use of Modeler’s Time The plan - Embed the Aspen Dynamics

What Is A Sensitivity Clock?

Means To Emulate Dynamic Behavior Using Aspen Plus

Steady State Simulator using a Sensitivity Block

Uses: − Sensitivity Block

− Transfer Block

− Sequence Block

D Kolesar October 2014 OLI Simulation Conference 2014

Page 19: OLI Simulation Conference 2014...- Aspen Simulation Workbook - Many, Many Plants and Tanks (100’s) To run But, Not Good Use of Modeler’s Time The plan - Embed the Aspen Dynamics

How Does The Sensitivity Block Clock Work?

In The Sensitivity Block, A Dummy Variable Is Created and

Incremented to Model Time.

Each Pass of the Sensitivity Block Represents a Time Step.

The Value of the Time Step Is Either Determined By the

Intrinsic Residence Time or Characteristics of the System or

User Determined if Less Restrictive Than System

Requirement.

As with Any Sensitivity Block, You Need to Store the Data

You Want to Keep From Each Run.

D Kolesar October 2014 OLI Simulation Conference 2014

Page 20: OLI Simulation Conference 2014...- Aspen Simulation Workbook - Many, Many Plants and Tanks (100’s) To run But, Not Good Use of Modeler’s Time The plan - Embed the Aspen Dynamics

Transfer Blocks

At the End of Each Pass of the Sensitivity Block,

Selected Output from the Simulation Is Transferred To

the Input Via Transfer Blocks.

With the Output now the Input, the Simulation Is Ready

to Begin The Next Time Step.

D Kolesar October 2014 OLI Simulation Conference 2014

Page 21: OLI Simulation Conference 2014...- Aspen Simulation Workbook - Many, Many Plants and Tanks (100’s) To run But, Not Good Use of Modeler’s Time The plan - Embed the Aspen Dynamics

Aspen Plus Flowsheet With Sensitivity Clock

1. Initial Tank Volume

(First Pass)

2. Truck Unloading

4. Relief Capacity

Calculations

6. Tank Contents

At End Of Time Step

3. Pressure if No Venting

Transfer Blocks

5. Tank w Actual Relief

D Kolesar October 2014 OLI Simulation Conference 2014

Page 22: OLI Simulation Conference 2014...- Aspen Simulation Workbook - Many, Many Plants and Tanks (100’s) To run But, Not Good Use of Modeler’s Time The plan - Embed the Aspen Dynamics

Results of Acrylic Acid Into A Potassium Hydroxide Tank

D Kolesar October 2014 OLI Simulation Conference 2014

Page 23: OLI Simulation Conference 2014...- Aspen Simulation Workbook - Many, Many Plants and Tanks (100’s) To run But, Not Good Use of Modeler’s Time The plan - Embed the Aspen Dynamics

Results of An Amine Pumped Into A Methacrylic Acid Tank

S-1 - Results Summary

VARY 1 PARAM 10

Y4

Axis

lab

el

PSI

A

F

LB/H

R

1 51 101 151 201 251 301 351 401 451 501 551 601 651 701 751 801 851 901 9510.0

0.5

1.0

1.5

2.0

2.5

3.0

3.5

4.0

4.5

5.0

5.5

6.0

6.5

7.0

7.5

8.0

8.5

9.0

9.5

10.0

10.5

14.59

14.60

14.61

14.62

14.63

14.64

14.65

14.66

14.67

14.68

14.69

14.70

14.71

14.72

14.73

14.74

14.75

14.76

14.77

14.78

14.79

14.80

14.81

14.82

14.83

14.84

14.85

14.86

14.87

14.88

14.89

14.90

14.91

14.92

14.93

14.94

90

95

100

105

110

115

120

125

130

135

140

145

150

155

160

165

170

175

180

185

190

195

200

0

20000

40000

60000

80000

100000

120000

140000

160000

180000

200000

220000

TANKM

TANKT

RDFLOW

RVFLOW

VRVFLOW

GOOSEFLO

PTANK

TOTTOATM

D Kolesar October 2014 OLI Simulation Conference 2014

Page 24: OLI Simulation Conference 2014...- Aspen Simulation Workbook - Many, Many Plants and Tanks (100’s) To run But, Not Good Use of Modeler’s Time The plan - Embed the Aspen Dynamics

Acknowledgement / Recognition

Dow Colleagues:

− Dung Thi Vu

− Zak Kivitz

OLI:

− AJ Gerbino

− Pat McKenzie

− Jim Berthold

− Jerzy J. Kosinski

D Kolesar October 2014 OLI Simulation Conference 2014

Page 25: OLI Simulation Conference 2014...- Aspen Simulation Workbook - Many, Many Plants and Tanks (100’s) To run But, Not Good Use of Modeler’s Time The plan - Embed the Aspen Dynamics

Thank You Questions?

D Kolesar October 2014 OLI Simulation Conference 2014