A. Colombo’s research while affiliated with University of Bergamo and other places

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Publications (76)


Comparison of Different Error Estimators for the p -Adaptive Discontinuous Galerkin Solution of Separated Flows
  • Article

January 2025

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10 Reads

International Journal of Computational Fluid Dynamics

Alessandro Colombo

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An Automated Computational Fluid Dynamics Workflow for Simulating the Internal Flow of Race Car Radiators
  • Article
  • Full-text available

October 2024

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45 Reads

Francesco Mangini

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Matteo Vaccalluzzo

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Eugenio Bardoscia

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[...]

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Alessandro Colombo

In this article, we present a software tool developed in Python, named T-WorkFlow. It has been devised to meet some of the design needs of Tatuus Racing S.p.a., a leading company in the design and production of racing cars for the FIA Formula 3 Regional and Formula 4 categories. The software leverages the open-source tools OpenFOAM and FreeCAD to fully automate the fluid dynamics simulation process within car radiators. The goal of T-WorkFlow is to provide designers with precise and easily interpretable results that facilitate the identification of the geometry, ensuring optimal flow distribution in the radiator channels. T-WorkFlow requires the radiator’s geometry files in .stp and .stl formats, along with additional user inputs provided through a graphical interface. For mesh generation, the software leverages the OpenFOAM tools blockMesh and snappyHexMesh. To ensure uniform mesh quality across different configurations, and thus, comparable numerical results, various pre-processing operations on the specific geometry files are needed. After generating the mesh, T-WorkFlow automatically defines a control surface for each radiator channel to monitor the volumetric flow rate distribution. This is achieved by combining the OpenFOAM command topoSet with specific geometric information directly obtained from the radiator’s CAD through FreeCAD. During the simulation, the software provides various outputs that automate the main post-processing operations, enabling quick and easy identification of the configuration that ensures the desired performance.

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A Comparative Study of Different Sets of Variables in a Discontinuous Galerkin Method with Entropy Balance Enforcement

April 2024

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68 Reads

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1 Citation

International Journal of Computational Fluid Dynamics

This paper investigates the effectiveness of different sets of variables in solving the compressible Euler equations using a modal Discontinuous Galerkin framework. Alongside the commonly used conservative and primitive variables, the entropy and logarithmic sets are considered to enforce entropy conservation/stability and positivity preservation of the thermodynamic state, respectively. An explicit correction to enforce entropy conservation/stability at the discrete level is also considered, with a significant increase in robustness for some of the solution strategies. Several two-dimensional inviscid test cases are computed to compare the performance of the different sets of variables, adding a directional shock-capturing term to the discretised equations when necessary. The entropy and logarithmic sets proved to be the most robust, completing simulations of an astrophysical jet at Mach number 2000 up to polynomial degree seven.





Figure 3. ORC nozzle. Mesh of the blade channel, 5305 hybrid elements (hexahedral in the boundary layer and prisms outside). The geometry is distorted because the blade design is confidential property of the manufacturer.
Time required for the evaluation of the Jacobian matrix of some routines through AD and FDs with ideal gas law.
Shock tube. Setup for shock tube case [4]. Temperatures T PR EoS are computed with Peng- Robinson EoS.
Wedge. Angles for the rarefaction shock in the wedge-shaped channel case.
ORC nozzle. Mixed-out values of the flow angle, Mach number, and total pressure loss coefficient with various thermodynamic models, P 2 solution approximation.
On the Development of an Implicit Discontinuous Galerkin Solver for Turbulent Real Gas Flows

March 2023

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59 Reads

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2 Citations

The aim of this work is to describe an efficient implementation of cubic and multiparameter real gas models in an existing discontinuous Galerkin solver to extend its capabilities to the simulation of turbulent real gas flows. The adopted thermodynamic models are van der Waals, Peng–Robinson, and Span–Wagner, which differ from each other in terms of accuracy and computational cost. Convective numerical fluxes across elements interfaces are calculated with a thermodynamic consistent linearized Riemann solver, whereas for boundary conditions, a linearized expression of the generalized Riemann invariants is employed. Transport properties are treated as temperature- and density-dependent quantities through multiparameter correlations. An implicit time integration is adopted; Jacobian matrix and thermodynamic derivatives are obtained with the automatic differentiation tool Tapenade. The solver accuracy is assessed by computing both steady and unsteady real gas test cases available in the literature, and the effect of the mesh size and polynomial degree of approximation on the solution accuracy is investigated. A good agreement with experimental and numerical reference data is observed and specific non-classical phenomena are well reproduced by the solver.


Entropy conserving implicit time integration in a Discontinuous Galerkin solver in entropy variables

January 2023

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117 Reads

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3 Citations

Journal of Computational Physics

This article presents a fully discrete entropy conserving/stable method based on a Discontinuous Galerkin (DG) discretization in entropy variables coupled with a modified Crank-Nicolson scheme. The entropy conserving time integration is inspired by the work of LeFloch [1], originally developed in the context of a Finite Volume method in conservative variables. This entropy conserving time integrator is here adapted to a DG discretization in entropy variables also demonstrating the fulfilment of entropy conservation regardless of the time step size and the type of elements used (quadrangular or triangular elements, possibly with curved edges). The performance of the implicit method will be demonstrated by computing several inviscid flow problems, i.e., the convection of an isentropic vortex, the double shear layer, the Kelvin-Helmholtz instability, the shedding flow past a triangular wedge, the Sod shock tube, the receding flow and the Taylor-Green vortex.



Citations (48)


... Such a localization is then expected to mitigate the non-linear effects that are introduced by considering a transformed state, and therefore maintains the near-optimality of the Kalman update. The current work is motivated by recent positivity-preserving methods in computational fluid simulations that leverage variable transforms [5,6]; however, we note that such techniques have previously been used in the specific domain of Kalman filtering as well [7,8]. ...

Reference:

Sequential Ensemble Kalman Filtering of Compressible Flows With Shocks: Enforcing Positivity
A Comparative Study of Different Sets of Variables in a Discontinuous Galerkin Method with Entropy Balance Enforcement
  • Citing Article
  • April 2024

International Journal of Computational Fluid Dynamics

... However, pressure equilibrium is essentially a pointwise condition, whereas the correction terms only guarantee integral satisfaction of the auxiliary transport equation(s). Entropy-conservative/entropy-stable DG schemes have been constructed using these correction terms (or similar forms) without relying on SBP operators or entropy-conservative/entropy-stable numerical fluxes [1,26,27,28,29]. The correction terms have also been employed to enforce conservation of total energy while treating entropy density as a state variable [30]. ...

An entropy conserving/stable Discontinuous Galerkin solver in entropy variables based on the Direct Enforcement of Entropy Balance
  • Citing Article
  • April 2024

Journal of Computational Physics

... To first understand the qualitative flow organisation, figure 5 reports an instantaneous visualisation of the turbulent and shock structures in the flow field using an isosurface of the swirling strength coloured by the streamwise velocity and an isosurface of the shock sensor θ. A video of the flow, generated using in situ visualisation at runtime (Bnà et al. 2023), is linked in the supplementary material. In addition to the shocks associated with the uncontrolled SBLI, another shock system is visible in correspondence with the microramp, which has been characterised extensively in previous works (Della . ...

In situ visualization for high-fidelity CFD—Case studies
  • Citing Article
  • October 2023

Computers & Fluids

... This kind of approach has been adopted for incompressible flows with variable density, see e.g. 35,36 , and we aim here to consider an artificial compressibility formulation for immiscible, isothermal two-phase flows with gravity. The model equations can be therefore rewritten as follows: ...

Assessment of an Implicit Discontinuous Galerkin Solver for Incompressible Flow Problems with Variable Density

... For all the isentropic vortexes investigated here, the primitive logarithmic variables, here coupled with the entropy-stable Godunov flux [23], exhibit superior entropy conservation properties with respect to the other variable sets. This improvement is likely due to the positivity of all thermodynamic variables being ensured at the discrete level, which contributes to the correct physical behavior of entropy [28]. 4. For flow speeds ranging from nearly incompressible to subsonic regimes, and for sufficiently high-order dG approximations (e.g., the isentropic vortex with equal perturbation for different free-stream flows and M ∞ = 1.4 · 10 −3 ), the conservative variables show significantly better accuracy compared to all other variable sets, even at large time step sizes. ...

Entropy conserving implicit time integration in a Discontinuous Galerkin solver in entropy variables
  • Citing Article
  • January 2023

Journal of Computational Physics

... High-order spatial discretisation methods for Computational Fluid Dynamics (CFD), such as the discontinuous Galerkin (dG) methods (Bassi, Botti, et al. 2020;Colombo et al. 2022), can be considered as a viable solution to meet the growing demand for high-fidelity flow simulations, such as for Direct Numerical Simulation (DNS) and Large Eddy Simulation (LES). dG methods can provide higher accuracy compared to standard industrial solvers, mainly based on second-order methods, but are still too expensive in terms of simulation time and memory footprint. ...

An implicit p‐adaptive Discontinuous Galerkin solver for CAA/CFD simulations
  • Citing Article
  • March 2022

International Journal for Numerical Methods in Fluids

... However, some recent workshops results and publications seem to indicate that a further increase in accuracy can be obtained by moving to large eddy-simulation (LES) mostly in combination with wall-functions (WFLES) (e.g. Aljure et al. 2018;Colombo et al. 2021;Simmonds et al. 2017)). While successful applications of WFLES have been demonstrated in other areas, like the simulation of high-lift full aircraft configurations (Kiris et al. 2022) (at least on a wind-tunnel scale), the reliability of using such methods in industrial automotive simulations still needs to be established. ...

Assessment of a Discontinuous Galerkin Method for the Simulation of the Turbulent Flow around the DrivAer Car Model

... We note that similar observations on the non-polynomial nature of the entropy variables have been made by a variety of different groups in the literature [80,31,19,13,3]. Since ∂u h ∂t ∈ P N D k n for method of lines discretizations, testing the time derivative term in (7) with the projected entropy variables yields ...

On the entropy conserving/stable implicit DG discretization of the Euler equations in entropy variables
  • Citing Article
  • October 2021

Computers & Fluids

... We find that quadratic geometry is often sufficient for large deformation with quadratic and cubic solution spaces, and thus these methods can be used with existing meshing and visualization tools, though tailoring to p-version finite element efficiency [57] is beneficial. When cubic and higher order meshes are needed, one can use Gmsh [42] to generate arbitrary order meshes, but many popular mesh formats support at most second order elements and there is a need for improving data representation standards and postprocessing/visualization tools to better support high order geometry and solution fields [58]- [60]. ...

I/O Post- and Co-Processing for High-Order Methods
  • Citing Chapter
  • June 2021

Notes on Numerical Fluid Mechanics and Multidisciplinary Design

... While extensive efforts have been made to improve numerical simulation models using mesh refinement techniques in h-adaptivity [36][37][38][39][40], less attention has been given to maintaining a constant number of elements in r-adaptivity [41,42]. This aspect remains relatively underexplored, particularly regarding the effect of r-adaptivity strategies on the quality of the represented data when undergoing dimensionality reduction. ...

Space Adaptive Methods/Meshing
  • Citing Chapter
  • June 2021

Notes on Numerical Fluid Mechanics and Multidisciplinary Design