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Numerical Modeling of Sampling Airborne Radioactive Particles Methods from the Stacks of Nuclear Facilities in Compliance with ISO 2889 Cambridge – September 18, 2014 Piergianni Geraldini Sogin Spa – Mechanical Design Department Via Torino 6, 00184 Rome – Italy, [email protected]
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Numerical Modeling of Sampling Airborne Radioactive Particles ... - cn.comsol…€¦particle tracing simulation comsol module: particle tracing type: transient model: schiller-naumann

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Page 1: Numerical Modeling of Sampling Airborne Radioactive Particles ... - cn.comsol…€¦particle tracing simulation comsol module: particle tracing type: transient model: schiller-naumann

Numerical Modeling of Sampling Airborne RadioactiveParticles Methods from the Stacks of Nuclear Facilities in

Compliance with ISO 2889

Cambridge – September 18, 2014

Piergianni GeraldiniSogin Spa – Mechanical Design DepartmentVia Torino 6, 00184 Rome – Italy, [email protected]

Page 2: Numerical Modeling of Sampling Airborne Radioactive Particles ... - cn.comsol…€¦particle tracing simulation comsol module: particle tracing type: transient model: schiller-naumann

2Presentation outline

• Introduction

• Sampling scheme

• ISO 2889 requirements

• Computational domain and mesh

• Governing equations

• Li&Ahmadi model for particle-surface interactions

• Computational Strategy

• Results

• Conclusions

Page 3: Numerical Modeling of Sampling Airborne Radioactive Particles ... - cn.comsol…€¦particle tracing simulation comsol module: particle tracing type: transient model: schiller-naumann

3IntroductionNuclear facilities discharge the off-gas into the atmosphere and suitablemonitoring and recording systems are required to protect the environment,workers and surrounding public.

The amount of radioactive substances (activity concentration) released from the stack hasto be measured. A known sample amount (mass flow) is withdrawn from the stack andanalyzed by Continuous Air Monitoring system. The ISO 2889 sets the performancecriteria and recommendations required for obtaining valid measurements.

The numerical study is performed in order to:

• determine if a preliminary stack design meets therequirements of ISO 2889 under nominal and reducedexhaust flow conditions (fire scenario) and particleaerodynamic diameter modifications (HEPA filterdisruption);

• obtain indications about the geometrical andfluidynamical design for well mixed stream (one pointsampling);

• reduce the design and field costs for future projectusing the similarity laws.

Page 4: Numerical Modeling of Sampling Airborne Radioactive Particles ... - cn.comsol…€¦particle tracing simulation comsol module: particle tracing type: transient model: schiller-naumann

4Sampling scheme

TEST SECTION

multi-nozzle probe(isokinetic)

single-nozzle probe (shrouded)

Page 5: Numerical Modeling of Sampling Airborne Radioactive Particles ... - cn.comsol…€¦particle tracing simulation comsol module: particle tracing type: transient model: schiller-naumann

5ISO 2889 requirements

When well mixed conditions areachieved the sampling probe maycontain a single nozzle, in othercases a multi-nozzle probe may beused or can be required to get arepresentative sample

(*) PARTICLE AERODYNAMIC DIAMETER RECCOMENDED: 10 micron

(*)

Page 6: Numerical Modeling of Sampling Airborne Radioactive Particles ... - cn.comsol…€¦particle tracing simulation comsol module: particle tracing type: transient model: schiller-naumann

6Computational domain and mesh

Page 7: Numerical Modeling of Sampling Airborne Radioactive Particles ... - cn.comsol…€¦particle tracing simulation comsol module: particle tracing type: transient model: schiller-naumann

7Governing equationsMass conservation:

Navier Stokes:

Chemical transport:

Newton’s law for particles trajectories:

INLET: UNIFORM DISTRIBUITION

STACK WALLS: GENERAL REFLECTION

TEST SECTION: STICK CONDITION

OUTLET: FREEZE CONDITIONLI&AHMADI 1993

Page 8: Numerical Modeling of Sampling Airborne Radioactive Particles ... - cn.comsol…€¦particle tracing simulation comsol module: particle tracing type: transient model: schiller-naumann

8Li&Ahmadi model (1993)The main forces that contribute to particle adhesion on the walls are:

• Van der Waals force (molecular interactions between solid surfaces);

• Electrostatic force (caused by electrically charged particles);

• Liquid bridge force (caused by formation of liquid bridge).

The model is developed by combining the concepts of:

Classical impact theory (equilibrium of force and angular momentum);

Hertzian mechanics of elastic spheres;

Contact surface adhesion energy (experimental data).

𝑣𝑝,𝑐𝑟𝑖𝑡 =2𝐸0𝑚𝑝

1 − 𝑟2

𝑟2

where 𝑟 is the coefficient of restitution,𝑚𝑝 is the particle’s mass and 𝐸0 is acoefficient that depends on elasticproperties of materials and surfaceenergy adhesion parameters

Page 9: Numerical Modeling of Sampling Airborne Radioactive Particles ... - cn.comsol…€¦particle tracing simulation comsol module: particle tracing type: transient model: schiller-naumann

9Computational strategyFLUIDYNAMICAL SIMULATION

COMSOL MODULE: HEAT TRANSFER

TYPE: STATIONARY

MODEL: TURBULENT FLOW K-EPS (WALL FUNCTION)

SOLVER: DIRECT, SEGREGATED, MUMPS

MASS FLOW: 100% & 55%

CHEMICAL SIMULATIONCOMSOL MODULE: COMSOL MULTIPHYSICS

TYPE: STATIONARY

STABILIZATION: STREAMLINE AND CROSSWIND (DO CARMO-GALEAO)

SOLVER: DIRECT, SEGREGATED, MUMPS

GAS: HELIUM

PARTICLE TRACING SIMULATIONCOMSOL MODULE: PARTICLE TRACING

TYPE: TRANSIENT

MODEL: SCHILLER-NAUMANN DRAG LAW + GRAVITY FORCE

SOLVER: DIRECT, MUMPS, FULLY-COUPLED SOLVER

PARTICLE DIAMETER: 10-20-100 micron

SEG

REG

ATE

D A

PP

RO

AC

H

Page 10: Numerical Modeling of Sampling Airborne Radioactive Particles ... - cn.comsol…€¦particle tracing simulation comsol module: particle tracing type: transient model: schiller-naumann

10Results (1/3): fluidynamical test

velocity field (100% flow):

Test results: the cyclonic flow angle is less than 20° for each

test section an mass flow studied; the velocity COV doesn’t exceed 20% for each

test section an mass flow studied.

Page 11: Numerical Modeling of Sampling Airborne Radioactive Particles ... - cn.comsol…€¦particle tracing simulation comsol module: particle tracing type: transient model: schiller-naumann

11Results (2/3): chemical test

Gas concentration field (100% flow):

Test results: at no point on the test sections the concentration differs

from the mean value by more than 30% for each testsection and mass flow studied;

the tracer gas COV doesn’t exceed 20% for each testsection and mass flow studied.

Page 12: Numerical Modeling of Sampling Airborne Radioactive Particles ... - cn.comsol…€¦particle tracing simulation comsol module: particle tracing type: transient model: schiller-naumann

12Results (3/3): particle testParticle trajectories at time t=2s for 10 microndiameter and nominal flow rate (test section n.1):

ADDITIONAL STUDY: Percent of particles those stick onthe boundaries and pass through test section n.4 fordifferent flow rate and aerodynamic diameterTest results:

the particle concentration COV exceeds 20% foreach test section, mass flow and aerodynamicdiameter studied;

multiple nozzles are required.

Page 13: Numerical Modeling of Sampling Airborne Radioactive Particles ... - cn.comsol…€¦particle tracing simulation comsol module: particle tracing type: transient model: schiller-naumann

13Conclusions

• all the ISO requirements are met except for aerosol well-mixeddistribution test;

• are obtained useful indications about the sampling systemperformance during off design conditions (mass flow andaerodynamic diameter modifications);

• the preliminary stack design required a multi nozzles probesampling system;

• future studies will be performed to evaluate the impact of feederduct angle variations and mixing elements introduction in order toachieve the well mixed conditions (one nozzle sampling probe).

Page 14: Numerical Modeling of Sampling Airborne Radioactive Particles ... - cn.comsol…€¦particle tracing simulation comsol module: particle tracing type: transient model: schiller-naumann

14

Thank you for your attention!

Page 15: Numerical Modeling of Sampling Airborne Radioactive Particles ... - cn.comsol…€¦particle tracing simulation comsol module: particle tracing type: transient model: schiller-naumann

15COV calculation spreadsheet

selection

Total number of particle in selection