Numerical Modeling of Inclined Negatively Buoyant Jets Presentation by: Hossein Kheirkhah Graduate Student in Civil Engineering Dep. of Civil Engineering University of Ottawa CANADA ICDEMOS April2014 Outline • • • • • • • • Introduction Objectives Definitions Numerical Details Results Conclusions Future Work References Hollywood sewage outfall Numerical Modeling of Inclined Negatively Buoyant Jets Introduction Effluent (USEPA Definition): Wastewater, treated or untreated, that flows out of a treatment plant, sewer, or industrial outfall. Generally refers to wastes discharged into surface waters. Effluent Sources • Desalination Plants (arid and semi-arid countries) • Nuclear Power Plants • Municipal Effluents Al Ghubrah desalination plant (biggest in Oman). (photo by Hamdi Al-Barwani) From: http://www.cbc.ca St. Lawrence River. From: EC Numerical Modeling of Inclined Negatively Buoyant Jets Introduction (Cont’d) Effluent Discharges into the water body: 1. Surface Discharges From: www.sciencephoto.com 2. Submerged Discharges From: www.sciencephoto.com Numerical Modeling of Inclined Negatively Buoyant Jets Introduction (Cont’d) Submerged Discharges a. Negatively Buoyant Jets b. Positively Buoyant Jets Numerical Modeling of Inclined Negatively Buoyant Jets Objectives • Evaluating the performance of numerical model • Finding the appropriate numerical model/solver • Implementations in the base-code • Evaluation of various turbulence models • Finding the stable numerical schemes Numerical Modeling of Inclined Negatively Buoyant Jets Definitions • Dilution C0 − C a S= C − Ca C0: Concentration at Source Ca: Ambient Concentration C: Concentration at Mesh Grid Numerical Modeling of Inclined Negatively Buoyant Jets Definitions (Cont’d) Outer-half inner-half Numerical Modeling of Inclined Negatively Buoyant Jets Numerical Details Governing Equations Cont. ∂u j ∂x j =0 Mom. ∂ui ∂ui ∂ ∂ ∆ρ 1 ∂P + + (u j ui ) = − (υ eff ) − gi ∂x j ∂t ∂x j ρ ∂xi ∂x j ρ Temp. ∂ ∂T ∂T ∂Tu j ( ) + = keff ∂t ∂x j ∂xk ∂xk Con. ∂C ∂Cu j ∂ ∂C ( ) + =D ∂t ∂x j ∂xk ∂xk Millero and Poisson (1981) υt υ0 Heat transfer coefficient k eff = Effective kinematic viscosity υ eff = υ 0 + υ t Prt + Pr0 Numerical Modeling of Inclined Negatively Buoyant Jets Numerical Details (Cont’d) OF toolbox The OpenFOAM (OPEN Field Operation And Manipulation) CFD Toolbox is a free, open source CFD software package produced by OpenCFD Ltd (2011). Advantages: • Open Source • Finite Volume Method • Working on LINUX OS • Variety of Utilities and Applications Numerical Modeling of Inclined Negatively Buoyant Jets Numerical Details (Cont’d) Solver Solver: mypisoFoam A transient solver for incompressible flow Transport Eqns. for U, S and T are solved implicitly P is solved explicitly in PISO algorithm Density varies with S and T (Millero and Poisson, 1981) Numerical Modeling of Inclined Negatively Buoyant Jets Numerical Details (Cont’d) Simulation process priority in OF Numerical Modeling of Inclined Negatively Buoyant Jets Numerical Details (Cont’d) Turbulence Modeling Seven RANS Turbulence Models: Standard k-ε RNG k-ε Four LEVMs realizable k-ε SST k-ω Two RSMs Launder-Gibson LRR Buoyant wall jet study One NLEVM: nonlinear k-ε Inclined dense jet study Numerical Modeling of Inclined Negatively Buoyant Jets Results 45° inclined dense jet, LRR turbulence model Numerical Modeling of Inclined Negatively Buoyant Jets Results (Cont’d) Numerical test cases D (mm) U0 Δρ/ρ0 (m/s) (%) 30.00 Initial Inlet Height y0 (mm) 11.17 6.50 1.00 1.98 28.10 172.00 998.20 45.00 12.92 6.00 1.17 1.98 34.30 193.00 999.97 Case Incline d Angle ϴ 1 2 Fd Lm (mm) y0/Lm Numerical Modeling of Inclined Negatively Buoyant Jets Results (Cont’d) Normalized terminal rise height as a function of initial discharge angle Numerical Modeling of Inclined Negatively Buoyant Jets Results (Cont’d) Minimum dilution at the return point as a function of initial discharge angle Numerical Modeling of Inclined Negatively Buoyant Jets Results (Cont’d) Avg=1.62 Avg=3.08 Avg=1.48 Avg=1.48 Avg=1.80 Avg=0.44 Comparison of numerical and experimental coefficients for 45° inclined jets Numerical Modeling of Inclined Negatively Buoyant Jets Results (Cont’d) Inclined dense jet Normalized concentration profiles at various downstream cross-sections for a 30° jet Numerical Modeling of Inclined Negatively Buoyant Jets Results (Cont’d) Inclined dense jet Comparison of concentration spread width along the trajectory. Upper Lower bc Numerical Modeling of Inclined Negatively Buoyant Jets Conclusions • Numerical results of selected turbulence models show good agreement for the velocity and concentration fields between both experimental and numerical studies. • Realizable k-ε and LRR turbulence models performed best amongst the seven models investigated. • Geometrical characteristics of inclined dense jets have been predicted fairly well. • Cross-sectional U & C profiles follow the Gaussian pattern better in outerhalf of the jet as well as closer area to source than the inner-half. Numerical Modeling of Inclined Negatively Buoyant Jets Future Work • Improved mesh grid system: unstructured, non-conformal, etc. • Improved turbulence models • More advanced numerical schemes • Ambient water characteristics: cross-flow, stratification, wave, etc. Numerical Modeling of Inclined Negatively Buoyant Jets References Bleninger, T., and Jirka, G. H. (2008). “Modeling and environmentally sound management of brine discharges from desalination plants.” Desalination, 221:585–597. Huai, W., Li, Z. Qian, Z., Zeng, Y., & Han, J. (2010). ”Numerical Simulation of Horizontal Buoyant Wall Jet.” J. of Hydrodynamics, 22(1):58-65. Kheirkhah Gildeh, H., Mohammadian, M., Nistor, I., and Qiblawey, H. (2012). “Numerical modeling of turbulent buoyant wall jets in stationary ambient water.”, Submitted to J. Hydraul. Eng., ASCE. Kheirkhah Gildeh, H., Mohammadian, M., Nistor, I., and Qiblawey, H. (2013). “Numerical modeling of 30° and 45° inclined dense turbulent jets in stationary ambient.”, Submitted to J. Environ. Fluid Mech., Springer. Law, A. W., and Herlina. (2002). “An experimental study on turbulent circular wall jets.” J. Hydraul. Eng., 128(2):161-174. OpenCFD Limited. (2011). OpenFOAM - Programmer’s Guide, Version 2.1.1. Shao, D., nad Law, A. W. (2010). “Mixing and boundary interaction of 30 and 45 inclined dense jets.” J. Environ. Fluid Mech., Springer 10:521-553. Sharp, J. J. (1975). “The use of a buoyant wall jet to improve the dilution of a submerged outfall.” Proc. Instn. Civ. Engrs, Part 2, 59:527-534, London, UK. Numerical Modeling of Inclined Negatively Buoyant Jets Thank you! Numerical Modeling of Inclined Negatively Buoyant Jets Thank you! Numerical Modeling of Turbulent Wall Jets in Stationary Ambient Water Definitions General Dimensional Analysis • Densimetric Froude # • Momentum Length Scale • Source Length Scale Numerical Modeling of Thermal/Saline Discharges in Coastal Waters Numerical Details Mathematical Model (PDEs, BC) Descritization Method (FDM, FVM, FEM) Numerical Modeling Procedure Finite Approximation (Numerical Schemes) Solution Method Convergence Criteria (Stopping Condition) Numerical Modeling of Thermal/Saline Discharges in Coastal Waters Numerical Details (Cont’d) FVM Numerical Modeling of Thermal/Saline Discharges in Coastal Waters Numerical Details (Cont’d) Other Properties Numerical Schemes: 1st and 2nd order schemes div(phi,S) Gauss upwind; Gaussian Integration Interpolation Scheme Preconditioned bi-conjugate gradient Numerical Solution Diagonal incomplete-LU Numerical Modeling of Thermal/Saline Discharges in Coastal Waters Numerical Details (Cont’d) Turbulence Modeling NS Take Average RANS ρ ui u j ? Algebraic Models: An algebraic Eqn. for turbulent viscosity 1 Eqn. Models: A transport Eqn. is solved (for turbulent kinetic energy) 2 Eqn. Models: Two transport Eqn. is solved (e.g. for k & ε) Reynolds Stress Boussinesq assumption Velocity RSM: A transport Eqn. for Reynolds stress tensor Numerical Modeling of Thermal/Saline Discharges in Coastal Waters Results (Cont’d) Buoyant wall jet Centerline trajectory. Fr # about 20 12 Numerical Modeling of Thermal/Saline Discharges in Coastal Waters Results (Cont’d) Buoyant wall jet Comparison of the maximum velocity decay Numerical Modeling of Thermal/Saline Discharges in Coastal Waters Results (Cont’d) Buoyant wall jet Spanwise w-velocity profiles at y=ym for case # 3 Numerical Modeling of Thermal/Saline Discharges in Coastal Waters Results (Cont’d) Buoyant wall jet Streamwise temperature profiles for case # 3 Numerical Modeling of Thermal/Saline Discharges in Coastal Waters Results (Cont’d) Buoyant wall jet Spanwise temperature profiles for case # 3 Numerical Modeling of Thermal/Saline Discharges in Coastal Waters Results (Cont’d) Buoyant wall jet Comparison of the maximum temperature decay Numerical Modeling of Thermal/Saline Discharges in Coastal Waters Results (Cont’d) Inclined dense jet Normalized centerline trajectory for 45° 30° inclined dense jet Numerical Modeling of Thermal/Saline Discharges in Coastal Waters Results (Cont’d) Inclined dense jet Normalized vertical location of centerline peak as a function of initial discharge angle Numerical Modeling of Thermal/Saline Discharges in Coastal Waters Results (Cont’d) Inclined dense jet Normalized horizontal location of return point as a function of initial discharge angle Numerical Modeling of Thermal/Saline Discharges in Coastal Waters Results (Cont’d) Inclined dense jet Normalized variation of dilution along the inlet height level for a 45° 30° jet Numerical Modeling of Thermal/Saline Discharges in Coastal Waters Results (Cont’d) Inclined dense jet Comparison of normalized centerline max velocity decay for a 45° 30° jet Numerical Modeling of Thermal/Saline Discharges in Coastal Waters Results (Cont’d) Inclined dense jet Cross-sectional C distribution at various downstream locations Numerical Modeling of Thermal/Saline Discharges in Coastal Waters Results (Cont’d) Inclined dense jet Normalized velocity profiles at various downstream cross-sections for a 30° jet Numerical Modeling of Thermal/Saline Discharges in Coastal Waters