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© numenGo | www.numengo.com 1/19
Air Conditioning systems
simulation with numenGo|FL
Example of a R407C AC loop
© numenGo | www.numengo.com 2/19
Air Conditioning loop specifics
● Media
● Refrigerant
● Two-phase description
● R407C : mixture !
● Moist Air
● Influence of relative humidity
● Condensation
● Two phase flows
● Two-phase pressure drops
● Two-phase heat convection
● Boiling
● Condensation
● Heat Exchanger
● Extended Surface
● 2D external flow
1. condenser
2. expansion valve
3. evaporator
4. compressor
© numenGo | www.numengo.com 3/19
numenGo
● Thermal Fluids modeling and simulation specialists
● Our Vision
● Capitalize modeling know-how in evolutive, generic, platform independant
libraries
numenGo | FFC
numenGo|FL
numenGo | MPS
SIMULATION PLATFORM
Cryogenics
Propulsion
etc..
Business Oriented Library
APPLICATIVE
SOLUTIONS
THEIR expertise
OUR expertise
YOUR expertise
© numenGo | www.numengo.com 4/19
numenGo
● Thermal Fluids modeling and simulation specialists
● Our Vision
● Capitalize modeling know-how in evolutive, generic, platform independant
libraries
numenGo | FFC
numenGo|FL
numenGo | MPS
SIMULATION PLATFORM
HVAC
Moist-Air Add-on
APPLICATIVE
SOLUTIONS
Heat Exchanger Add-on
© numenGo | www.numengo.com 5/19
Software Components
● numenGo|FL
Contains high level components
numenGo | FFC
numenGo|FL
numenGo | MPS
SIMULATION PLATFORM
Moist-Air Add-on Heat Exchanger Add-on
© numenGo | www.numengo.com 6/19
Software Components
● numenGo|FL
polymorphic components
Thermodynamic sources
flow sources
Heat exchanges
© numenGo | www.numengo.com 7/19
Software Components
● numenGo|FL
polymorphic components
● Pipes
● Distributed models
● Dynamic discretization
● Flexible geometry
● Optional Inertial effects
● Convective heat exchange
© numenGo | www.numengo.com 8/19
Software Components
● numenGo|MPS
● A Media Property Server to compute fluid or solids
thermodynamic properties, optimized for system simulation
● Compute thermodynamic properties for all state of matter:
● Liquid, gas, two-phase or solid
● Pure compound or mixture
● From simple description (ie perfect gas) to most precise state
of the art descriptions (ie fundamental equation of state of
Helmholtz, ECS, etc...
New Feature hightlight : 2-phase mixtures
numenGo | FFC
numenGo|FL
numenGo | MPS
SIMULATION PLATFORM
Moist-Air Add-on Heat Exchanger Add-on
© numenGo | www.numengo.com 9/19
Software Components
● numenGo|MPS : 2-phase mixtures
● Equation of state : GERG2004/2008
● Transport properties : Extended Corresponding States
Optimized for system simulation
© numenGo | www.numengo.com 10/19
Software Components
● numenGo|FFC
provides all base objects to solve mass and heat transfer
● Mass transfer models
● Flow equations
● incompressible, real fluid compressible, perfect gas
compressible
● Flow resistance models
● Friction factor models (Colebrook, Churchill,...)
● Flow resistance models (2-K method, Cq, Crane...)
● Two-phase flow
● Two-phase correlations (Friedel, Bankoff...)
● Slip ratios (homogeneous, Chisholm, Zivi...)
● Bulk properties (Dukler, Cicchitti, McAdams...)
● Flow component models (tee junction, pumps, turbines,
ejectors...)
numenGo | FFC
numenGo|FL
numenGo | MPS
SIMULATION PLATFORM
Moist-Air Add-on Heat Exchanger Add-on
© numenGo | www.numengo.com 11/19
Software Components
● numenGo|FFC
provides all base objects to solve mass and heat transfer
● Heat transfer models
● Conduction
● Forced and free convection
● NTU
● Two-phase forced convection
● Boiling (Chen, VDI...)
● Condensation (Shah, Cavallini & Zecchin...)
● Radiation
© numenGo | www.numengo.com 12/19
Software Components
● Moist-Air add-on
● Single condensate / vapour mixture equilibrium
● Sources, sensors with humidity variable
● Heat Exchanger add-on
● 2-D air flux components to describe air flow profiles
● Extended surface heat exchanger components
numenGo | FFC
numenGo|FL
numenGo | MPS
SIMULATION PLATFORM
Moist-Air Add-on Heat Exchanger Add-on
© numenGo | www.numengo.com 13/19
AC loop model
© numenGo | www.numengo.com 14/19
AC loop model
● Condenser modeling
pass 1 : 9 plates
pass 2 : 6 plates
pass 3 : 4 plates
plate/fin convective exchange
plate/fin solid thermal capacity
internal convective exchange
internal flow
© numenGo | www.numengo.com 15/19
● Fin/plate assembly
● Geometrical description
● Dynamic discretization
● Flow
● Wall
● Air Flow
© numenGo | www.numengo.com 16/19
AC loop model
● Evaporator modeling
3 passes of 6 plates
plate/fin convective exchange
plate/fin solid thermal capacity
internal convective exchange
internal flow
© numenGo | www.numengo.com 17/19
Air Flow results
● Visualization of air profiles
● Temperature, velocity, relative humidity over time
© numenGo | www.numengo.com 18/19
AC loop - Possible studies
● Refrigerant loop sizing and optimization
● Cycle performance
● Stability analysis
● Control strategies & normalized cycles
● Heat Exchanger stacking
● Thermal synthesis
© numenGo | www.numengo.com 19/19
Conclusion
● numenGo|FL
● Advanced generic library for thermal fluid MBSE
● 2-phase mixtures NEW
● State of the art descriptions
● Optimized algorithms for system simulation
● Fixed and variable composition
● Extensive and scalable database
● Refrigerants, NLG, etc...
● Moist-Air and Heat Exchanger add-ons NEW
● Water condensation
● 2D external flows – heat exchanger stacking
● Extends numenGo|FL for ECS and HVAC applications

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R407C AC Loop Simulation with numenGo Thermal Fluids Library

  • 1. © numenGo | www.numengo.com 1/19 Air Conditioning systems simulation with numenGo|FL Example of a R407C AC loop
  • 2. © numenGo | www.numengo.com 2/19 Air Conditioning loop specifics ● Media ● Refrigerant ● Two-phase description ● R407C : mixture ! ● Moist Air ● Influence of relative humidity ● Condensation ● Two phase flows ● Two-phase pressure drops ● Two-phase heat convection ● Boiling ● Condensation ● Heat Exchanger ● Extended Surface ● 2D external flow 1. condenser 2. expansion valve 3. evaporator 4. compressor
  • 3. © numenGo | www.numengo.com 3/19 numenGo ● Thermal Fluids modeling and simulation specialists ● Our Vision ● Capitalize modeling know-how in evolutive, generic, platform independant libraries numenGo | FFC numenGo|FL numenGo | MPS SIMULATION PLATFORM Cryogenics Propulsion etc.. Business Oriented Library APPLICATIVE SOLUTIONS THEIR expertise OUR expertise YOUR expertise
  • 4. © numenGo | www.numengo.com 4/19 numenGo ● Thermal Fluids modeling and simulation specialists ● Our Vision ● Capitalize modeling know-how in evolutive, generic, platform independant libraries numenGo | FFC numenGo|FL numenGo | MPS SIMULATION PLATFORM HVAC Moist-Air Add-on APPLICATIVE SOLUTIONS Heat Exchanger Add-on
  • 5. © numenGo | www.numengo.com 5/19 Software Components ● numenGo|FL Contains high level components numenGo | FFC numenGo|FL numenGo | MPS SIMULATION PLATFORM Moist-Air Add-on Heat Exchanger Add-on
  • 6. © numenGo | www.numengo.com 6/19 Software Components ● numenGo|FL polymorphic components Thermodynamic sources flow sources Heat exchanges
  • 7. © numenGo | www.numengo.com 7/19 Software Components ● numenGo|FL polymorphic components ● Pipes ● Distributed models ● Dynamic discretization ● Flexible geometry ● Optional Inertial effects ● Convective heat exchange
  • 8. © numenGo | www.numengo.com 8/19 Software Components ● numenGo|MPS ● A Media Property Server to compute fluid or solids thermodynamic properties, optimized for system simulation ● Compute thermodynamic properties for all state of matter: ● Liquid, gas, two-phase or solid ● Pure compound or mixture ● From simple description (ie perfect gas) to most precise state of the art descriptions (ie fundamental equation of state of Helmholtz, ECS, etc... New Feature hightlight : 2-phase mixtures numenGo | FFC numenGo|FL numenGo | MPS SIMULATION PLATFORM Moist-Air Add-on Heat Exchanger Add-on
  • 9. © numenGo | www.numengo.com 9/19 Software Components ● numenGo|MPS : 2-phase mixtures ● Equation of state : GERG2004/2008 ● Transport properties : Extended Corresponding States Optimized for system simulation
  • 10. © numenGo | www.numengo.com 10/19 Software Components ● numenGo|FFC provides all base objects to solve mass and heat transfer ● Mass transfer models ● Flow equations ● incompressible, real fluid compressible, perfect gas compressible ● Flow resistance models ● Friction factor models (Colebrook, Churchill,...) ● Flow resistance models (2-K method, Cq, Crane...) ● Two-phase flow ● Two-phase correlations (Friedel, Bankoff...) ● Slip ratios (homogeneous, Chisholm, Zivi...) ● Bulk properties (Dukler, Cicchitti, McAdams...) ● Flow component models (tee junction, pumps, turbines, ejectors...) numenGo | FFC numenGo|FL numenGo | MPS SIMULATION PLATFORM Moist-Air Add-on Heat Exchanger Add-on
  • 11. © numenGo | www.numengo.com 11/19 Software Components ● numenGo|FFC provides all base objects to solve mass and heat transfer ● Heat transfer models ● Conduction ● Forced and free convection ● NTU ● Two-phase forced convection ● Boiling (Chen, VDI...) ● Condensation (Shah, Cavallini & Zecchin...) ● Radiation
  • 12. © numenGo | www.numengo.com 12/19 Software Components ● Moist-Air add-on ● Single condensate / vapour mixture equilibrium ● Sources, sensors with humidity variable ● Heat Exchanger add-on ● 2-D air flux components to describe air flow profiles ● Extended surface heat exchanger components numenGo | FFC numenGo|FL numenGo | MPS SIMULATION PLATFORM Moist-Air Add-on Heat Exchanger Add-on
  • 13. © numenGo | www.numengo.com 13/19 AC loop model
  • 14. © numenGo | www.numengo.com 14/19 AC loop model ● Condenser modeling pass 1 : 9 plates pass 2 : 6 plates pass 3 : 4 plates plate/fin convective exchange plate/fin solid thermal capacity internal convective exchange internal flow
  • 15. © numenGo | www.numengo.com 15/19 ● Fin/plate assembly ● Geometrical description ● Dynamic discretization ● Flow ● Wall ● Air Flow
  • 16. © numenGo | www.numengo.com 16/19 AC loop model ● Evaporator modeling 3 passes of 6 plates plate/fin convective exchange plate/fin solid thermal capacity internal convective exchange internal flow
  • 17. © numenGo | www.numengo.com 17/19 Air Flow results ● Visualization of air profiles ● Temperature, velocity, relative humidity over time
  • 18. © numenGo | www.numengo.com 18/19 AC loop - Possible studies ● Refrigerant loop sizing and optimization ● Cycle performance ● Stability analysis ● Control strategies & normalized cycles ● Heat Exchanger stacking ● Thermal synthesis
  • 19. © numenGo | www.numengo.com 19/19 Conclusion ● numenGo|FL ● Advanced generic library for thermal fluid MBSE ● 2-phase mixtures NEW ● State of the art descriptions ● Optimized algorithms for system simulation ● Fixed and variable composition ● Extensive and scalable database ● Refrigerants, NLG, etc... ● Moist-Air and Heat Exchanger add-ons NEW ● Water condensation ● 2D external flows – heat exchanger stacking ● Extends numenGo|FL for ECS and HVAC applications