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Performance of Delft3D
Flexible Mesh in a complex
intertidal bay
Comparison with Delft3D, Mike21
Bart-Jan van der Spek
Sander Post
3 November 2015
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
Introduction
 Background
 Project in the Western Port Bay, Australia
 Objective
“Model comparison between a structured grid model (Delft3D) and two unstructured
grid models Delft3D FM and MIKE to determine the most appropriate model for
further research”
 Selection of preferred modelling software based on:
 (Preliminary) model calibration
 Run times
 Representation of complex features
 Wetting and drying of intertidal mudflats
2
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
Geographical setting Western Port Bay
3
 Estuary of irregular shape
 40km east-west
 40km north-south
 680km² in total
 270km² intertidal area
 Two islands
 Two entrances
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
Model packages
 Delft3D Flow (version 4.01.00)
 Developed by Deltares
 Structured grid using rectilinear or curvilinear cells
 For spatial discretization of the equations a cell-centred finite difference method is used
 For time integration an implicit scheme is used
 MIKE 21 FM HD (Service Pack 2, 2014)
 Developed by DHI
 Unstructured Mesh using triangles and quadrilateral elements
 For spatial discretization of the equations a cell-centred finite volume method is used
 For time integration an explicit scheme is used
 Delft3D Flexible Mesh (version 1.1.125)
 Developed by Deltares
 Unstructured Mesh using linear (1D) and polygonal cells with at most 6 sides
 For spatial discretization of the equations a staggered grid finite volume approach is used
 For time integration an implicit scheme is used
4
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
Model set up
 Hydrodynamic modelling
 Depth-averaged 2D
 Detailed bathymetry input for all models:
 LiDAR survey
 Multi beam echo sounder survey
 Water level boundary conditions (in combination with Neumann)
 0.125º Global Tidal Model by DTU Space
 Comparable model resolutions.
5
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
Delft3D model
 Two domains to allow resolution difference
 Three DD boundaries
 Due to grid development restrictions
 Curvilinear in main channel branches
 Rectilinear grid in complex bathymetry
(Upper North Arm)
 87,800 computational elements
6
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
MIKE 21
 Only triangular elements
 Resolution varies
 Approximately 100,000 computational elements
 More elements than Delft3D model :
 To achieve comparable resolution in key
areas with curvilinear of rectilinear cells
7
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
Delft3D FM
8
 Unstructured model
 Capable to combine benefits of curvilinear cells and triangles
 Curvilinear in deeper channels with uniform flow direction
 Highly variable resolution
 80,000 computational elements
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
Delft3D
9
Key area:
Lower North Arm
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
MIKE 21
10
Key area:
Lower North Arm
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
Delft3D FM
11
Key area:
Lower North Arm
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
Delft3D
12
Key area:
Upper North Arm
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
MIKE 21
13
Key area:
Upper North Arm
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
Delft3D FM
14
Key area:
Upper North Arm
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
Delft3D
15
Key area:
Western Entrance
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
MIKE 21
16
Key Area:
Western Entrance
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
Delft3D FM
17
Key area:
Western Entrance
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
Model Comparison
 Spatially constant bed roughness
 Manning’s n coefficient of 0.025 for all models
 Assessment of the performance
 Model calibration
 Run times
 Representation of complex features
 Wetting and drying of intertidal flats
18
Location of measured data
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
Model Comparison - calibration
19
 (very) Comparable results
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
Model Comparison - calibration
20
 Comparable results
 No single model performs better
Statistical Measure (modelled – observed)
Model
MIKE 21 Delft3D D-Flow
Mean peak ebb speed difference (m/s) 0.00 0.00 -0.01
Mean peak flood speed difference (m/s) 0.02 -0.01 0.01
Root-mean-square of ebb speed difference 0.03 0.04 0.03
Root-mean-square of flood speed difference 0.06 0.06 0.05
Mean ebb % difference relative to maximum observed speed -0.2 -0.3 -0.6
Mean flood % difference relative to maximum observed
speed 3.1
-1.9 1.5
Mean peak ebb direction difference (°) -1 -3 -2
Mean peak flood direction difference (°) 0 -2 -2
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
Model Comparison – run times
21
 All models were optimized in terms of model efficiency to reduce run times
 Delft3D – implicit numerical scheme with fixed time step
 MIKE and Delft3D FM – explicit numerical scheme with dynamic time step
 Delft3D: approx. 88,000 computational elements
 MIKE21: approx. 100,000 computational elements
 D-flow FM: approx. 80,000 computational elements
 Due to DD domains only 2 cores could be used for Delft3D
Core Usage
Model run time for 31 day period (hours)
MIKE 21 Delft3D D-Flow
Single Core 60 24 18
Multiple Cores 12 (8 cores) 12 (2 cores) 11 (8 cores)
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
Model Comparison – complex features
22
 Example: Upper North Arm
 Tendency for flow to be concentrated in subtidal channel in Deltares models
 Expected to be a result of differences in numerical scheme
 Current speed differences
Point 4
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
Model Comparison – complex features
23
 Example: Upper North Arm
 Delft3D
Peak Flood Peak Ebb
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
Model Comparison – complex features
24
 Example: Upper North Arm
 MIKE
Peak Flood Peak Ebb
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
Model Comparison – complex features
25
 Example: Upper North Arm
 Delft3D FM
Peak Flood Peak Ebb
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
Model Comparison – Wetting and drying
26
 Despite the different wetting and drying schemes the models show similar
representation of wetting and drying
 Delft3D
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
Conclusions
27
 Overall similar results
 With MIKE having tendency for spreading channelised flow compared to Deltares models
 All models achieve (very) reasonable and similar level of calibration
 Using a single processor, DFM has substantially faster run times
 Small variability in run times using multiple cores
 Similar representation of wetting and drying
 Unstructured mesh provides much more flexibility when constructing a complex model
domain compared to a structured grid using rectangular cells and domain decomposition.
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
Thank you for your attention!
28
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
BONUS material
29
 MIKE tendency for spreading channelised flow over wider area
 MIKE
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
BONUS material
30
 MIKE tendency for spreading channelised flow over wider area
 MIKE
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
BONUS material
31
 MIKE tendency for spreading channelised flow over wider area
 Delft3D including grid (bathy data cell centred and grid cell averaged, function DP module)
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
BONUS material
32
 MIKE tendency for spreading channelised flow over wider area
 Delft3D including grid (bathy data cell centred and grid cell averaged, function DP module)
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
BONUS material
33
 MIKE tendency for spreading channelised flow over wider area
 MIKE grid
Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015
BONUS material
34
 MIKE tendency for spreading channelised flow over wider area
 Delft3D grid

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DSD-INT 2015 - Performance of Delft3D Flexible Mesh in a complex intertidal bay

  • 1. Performance of Delft3D Flexible Mesh in a complex intertidal bay Comparison with Delft3D, Mike21 Bart-Jan van der Spek Sander Post 3 November 2015
  • 2. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 Introduction  Background  Project in the Western Port Bay, Australia  Objective “Model comparison between a structured grid model (Delft3D) and two unstructured grid models Delft3D FM and MIKE to determine the most appropriate model for further research”  Selection of preferred modelling software based on:  (Preliminary) model calibration  Run times  Representation of complex features  Wetting and drying of intertidal mudflats 2
  • 3. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 Geographical setting Western Port Bay 3  Estuary of irregular shape  40km east-west  40km north-south  680km² in total  270km² intertidal area  Two islands  Two entrances
  • 4. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 Model packages  Delft3D Flow (version 4.01.00)  Developed by Deltares  Structured grid using rectilinear or curvilinear cells  For spatial discretization of the equations a cell-centred finite difference method is used  For time integration an implicit scheme is used  MIKE 21 FM HD (Service Pack 2, 2014)  Developed by DHI  Unstructured Mesh using triangles and quadrilateral elements  For spatial discretization of the equations a cell-centred finite volume method is used  For time integration an explicit scheme is used  Delft3D Flexible Mesh (version 1.1.125)  Developed by Deltares  Unstructured Mesh using linear (1D) and polygonal cells with at most 6 sides  For spatial discretization of the equations a staggered grid finite volume approach is used  For time integration an implicit scheme is used 4
  • 5. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 Model set up  Hydrodynamic modelling  Depth-averaged 2D  Detailed bathymetry input for all models:  LiDAR survey  Multi beam echo sounder survey  Water level boundary conditions (in combination with Neumann)  0.125º Global Tidal Model by DTU Space  Comparable model resolutions. 5
  • 6. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 Delft3D model  Two domains to allow resolution difference  Three DD boundaries  Due to grid development restrictions  Curvilinear in main channel branches  Rectilinear grid in complex bathymetry (Upper North Arm)  87,800 computational elements 6
  • 7. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 MIKE 21  Only triangular elements  Resolution varies  Approximately 100,000 computational elements  More elements than Delft3D model :  To achieve comparable resolution in key areas with curvilinear of rectilinear cells 7
  • 8. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 Delft3D FM 8  Unstructured model  Capable to combine benefits of curvilinear cells and triangles  Curvilinear in deeper channels with uniform flow direction  Highly variable resolution  80,000 computational elements
  • 9. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 Delft3D 9 Key area: Lower North Arm
  • 10. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 MIKE 21 10 Key area: Lower North Arm
  • 11. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 Delft3D FM 11 Key area: Lower North Arm
  • 12. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 Delft3D 12 Key area: Upper North Arm
  • 13. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 MIKE 21 13 Key area: Upper North Arm
  • 14. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 Delft3D FM 14 Key area: Upper North Arm
  • 15. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 Delft3D 15 Key area: Western Entrance
  • 16. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 MIKE 21 16 Key Area: Western Entrance
  • 17. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 Delft3D FM 17 Key area: Western Entrance
  • 18. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 Model Comparison  Spatially constant bed roughness  Manning’s n coefficient of 0.025 for all models  Assessment of the performance  Model calibration  Run times  Representation of complex features  Wetting and drying of intertidal flats 18 Location of measured data
  • 19. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 Model Comparison - calibration 19  (very) Comparable results
  • 20. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 Model Comparison - calibration 20  Comparable results  No single model performs better Statistical Measure (modelled – observed) Model MIKE 21 Delft3D D-Flow Mean peak ebb speed difference (m/s) 0.00 0.00 -0.01 Mean peak flood speed difference (m/s) 0.02 -0.01 0.01 Root-mean-square of ebb speed difference 0.03 0.04 0.03 Root-mean-square of flood speed difference 0.06 0.06 0.05 Mean ebb % difference relative to maximum observed speed -0.2 -0.3 -0.6 Mean flood % difference relative to maximum observed speed 3.1 -1.9 1.5 Mean peak ebb direction difference (°) -1 -3 -2 Mean peak flood direction difference (°) 0 -2 -2
  • 21. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 Model Comparison – run times 21  All models were optimized in terms of model efficiency to reduce run times  Delft3D – implicit numerical scheme with fixed time step  MIKE and Delft3D FM – explicit numerical scheme with dynamic time step  Delft3D: approx. 88,000 computational elements  MIKE21: approx. 100,000 computational elements  D-flow FM: approx. 80,000 computational elements  Due to DD domains only 2 cores could be used for Delft3D Core Usage Model run time for 31 day period (hours) MIKE 21 Delft3D D-Flow Single Core 60 24 18 Multiple Cores 12 (8 cores) 12 (2 cores) 11 (8 cores)
  • 22. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 Model Comparison – complex features 22  Example: Upper North Arm  Tendency for flow to be concentrated in subtidal channel in Deltares models  Expected to be a result of differences in numerical scheme  Current speed differences Point 4
  • 23. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 Model Comparison – complex features 23  Example: Upper North Arm  Delft3D Peak Flood Peak Ebb
  • 24. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 Model Comparison – complex features 24  Example: Upper North Arm  MIKE Peak Flood Peak Ebb
  • 25. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 Model Comparison – complex features 25  Example: Upper North Arm  Delft3D FM Peak Flood Peak Ebb
  • 26. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 Model Comparison – Wetting and drying 26  Despite the different wetting and drying schemes the models show similar representation of wetting and drying  Delft3D
  • 27. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 Conclusions 27  Overall similar results  With MIKE having tendency for spreading channelised flow compared to Deltares models  All models achieve (very) reasonable and similar level of calibration  Using a single processor, DFM has substantially faster run times  Small variability in run times using multiple cores  Similar representation of wetting and drying  Unstructured mesh provides much more flexibility when constructing a complex model domain compared to a structured grid using rectangular cells and domain decomposition.
  • 28. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 Thank you for your attention! 28
  • 29. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 BONUS material 29  MIKE tendency for spreading channelised flow over wider area  MIKE
  • 30. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 BONUS material 30  MIKE tendency for spreading channelised flow over wider area  MIKE
  • 31. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 BONUS material 31  MIKE tendency for spreading channelised flow over wider area  Delft3D including grid (bathy data cell centred and grid cell averaged, function DP module)
  • 32. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 BONUS material 32  MIKE tendency for spreading channelised flow over wider area  Delft3D including grid (bathy data cell centred and grid cell averaged, function DP module)
  • 33. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 BONUS material 33  MIKE tendency for spreading channelised flow over wider area  MIKE grid
  • 34. Performance of Delft3D Flexible Mesh in a complex intertidal bay | 3 November 2015 BONUS material 34  MIKE tendency for spreading channelised flow over wider area  Delft3D grid