A Continuous Adjoint Formulation for Hypersonic Flows in Thermochemical Nonequilibrium

A Continuous Adjoint Formulation for Hypersonic Flows in Thermochemical Nonequilibrium PDF Author: Sean R. Copeland
Publisher:
ISBN:
Category :
Languages : en
Pages :

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Book Description
This thesis explores the formulation, derivation, and implementation of the continuous adjoint equations for hypersonic, nonequilibrium flow environments. The adjoint method is an efficient means for acquiring sensitivity information that can be used in a gradient-based framework to perform optimal shape design of aerospace systems. A solution to the adjoint system of equations carries a computational cost roughly equal to a single solution of the flow governing equations, regardless of the dimensionality of the design space. When compared to other gradient acquisition methods, where computational costs scale with design space dimensionality, the adjoint method is superior when the dimensionality is high and when solutions to the governing equations are expensive. Such conditions are often representative of most aerospace problems of practical interest. In addition to providing gradient information, solutions to the adjoint equations may be used as 'sensors' or 'weighting factors' to perform error estimation and adaptive mesh refinement. Hypersonic systems operate in unique flow environments that are dominated by chemical and thermodynamic phenomena not observed at lower Mach numbers. Accurate simulations of these environments require sophisticated thermochemical models to resolve atomic-scale physical processes that have first-order effects on integrated vehicle performance metrics, including lift, drag, stability, controllability, and heat transfer. Because of the computational expense demanded by these high-fidelity tools, the conceptual vehicle design process often relies heavily on low- to medium-fidelity, correlation-based tools that are confined to narrow regions of applicability. As a consequence, the hypersonic vehicle design process has remained relatively static for the past several decades. The adjoint method enables the use of high-fidelity tools early in the design cycle of hypersonic systems, and is a transformative technology for the hypersonic community. This work provides the first derivation, implementation, and verification of the continuous adjoint equations for hypersonic flow environments in thermochemical nonequilibrium. Appropriate boundary conditions and surface sensitivities are provided for both projected force and thermal objective functions for continuum, viscous, multi-component gas mixtures. The adjoint system is implemented in a second-order, unstructured, finite-volume-method (FVM) flow solver that is representative of the state-of-the-art in high-fidelity aerothermodynamic analysis for hypersonic entry systems. Gradients from the adjoint-derived surface sensitivities are verified against gradients calculated using a finite-difference methodology for several representative geometries relevant to ballistic and lifting-body entry vehicles.

A Continuous Adjoint Formulation for Hypersonic Flows in Thermochemical Nonequilibrium

A Continuous Adjoint Formulation for Hypersonic Flows in Thermochemical Nonequilibrium PDF Author: Sean R. Copeland
Publisher:
ISBN:
Category :
Languages : en
Pages :

Get Book Here

Book Description
This thesis explores the formulation, derivation, and implementation of the continuous adjoint equations for hypersonic, nonequilibrium flow environments. The adjoint method is an efficient means for acquiring sensitivity information that can be used in a gradient-based framework to perform optimal shape design of aerospace systems. A solution to the adjoint system of equations carries a computational cost roughly equal to a single solution of the flow governing equations, regardless of the dimensionality of the design space. When compared to other gradient acquisition methods, where computational costs scale with design space dimensionality, the adjoint method is superior when the dimensionality is high and when solutions to the governing equations are expensive. Such conditions are often representative of most aerospace problems of practical interest. In addition to providing gradient information, solutions to the adjoint equations may be used as 'sensors' or 'weighting factors' to perform error estimation and adaptive mesh refinement. Hypersonic systems operate in unique flow environments that are dominated by chemical and thermodynamic phenomena not observed at lower Mach numbers. Accurate simulations of these environments require sophisticated thermochemical models to resolve atomic-scale physical processes that have first-order effects on integrated vehicle performance metrics, including lift, drag, stability, controllability, and heat transfer. Because of the computational expense demanded by these high-fidelity tools, the conceptual vehicle design process often relies heavily on low- to medium-fidelity, correlation-based tools that are confined to narrow regions of applicability. As a consequence, the hypersonic vehicle design process has remained relatively static for the past several decades. The adjoint method enables the use of high-fidelity tools early in the design cycle of hypersonic systems, and is a transformative technology for the hypersonic community. This work provides the first derivation, implementation, and verification of the continuous adjoint equations for hypersonic flow environments in thermochemical nonequilibrium. Appropriate boundary conditions and surface sensitivities are provided for both projected force and thermal objective functions for continuum, viscous, multi-component gas mixtures. The adjoint system is implemented in a second-order, unstructured, finite-volume-method (FVM) flow solver that is representative of the state-of-the-art in high-fidelity aerothermodynamic analysis for hypersonic entry systems. Gradients from the adjoint-derived surface sensitivities are verified against gradients calculated using a finite-difference methodology for several representative geometries relevant to ballistic and lifting-body entry vehicles.

A Finite Element Segregated Method for Thermo-chemical Equilibrium and Nonequilibrium Hypersonic Flows Using Adapted Grids

A Finite Element Segregated Method for Thermo-chemical Equilibrium and Nonequilibrium Hypersonic Flows Using Adapted Grids PDF Author:
Publisher:
ISBN:
Category :
Languages : en
Pages :

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The Computation of Weakly Ionized Hypersonic Flows in Thermo-chemical Nonequilibrium

The Computation of Weakly Ionized Hypersonic Flows in Thermo-chemical Nonequilibrium PDF Author: Graham V. Candler
Publisher:
ISBN:
Category : Aerodynamics, Hypersonic
Languages : en
Pages : 354

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Hypersonic Reactive Flow Simulations in Two- and Three-Dimensions

Hypersonic Reactive Flow Simulations in Two- and Three-Dimensions PDF Author: Edisson Sávio de Góes Maciel
Publisher: LAP Lambert Academic Publishing
ISBN: 9783659705410
Category :
Languages : en
Pages : 340

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Book Description
This book was written to students and engineers that like the Computational Fluid Dynamics (CFD) area; in other words, that like of programming algorithms to the resolution of physical problems. Some familiarity with code programming is required. The applications of this book aim aerospace problems. This book presents the chemical and thermochemical non-equilibrium conditions applied to Earth reentry and Mars entry flows. The five and seven species chemical models for the Earth reentry are implemented according to the law of mass action and Arrehnius formula. Moreover, vibrational contribution is also taken into account. The transport properties are calculated by the use of collision integral techniques. The nine species chemical model for the Mars entry uses the Wilke formula to obtain the transport properties. Vibrational contribution also takes into account Millikhan and White formula and Park's correction above 8,000 K. Two and three-dimensional spaces are considered. The Van Leer and Liou and Steffen Jr. schemes are employed. Good results are obtained in both studies. A finite volume formulation and structured and unstructured spatial discretizations are employed.

Linear Stability of Hypersonic Flow in Thermo-chemical Nonequilibrium

Linear Stability of Hypersonic Flow in Thermo-chemical Nonequilibrium PDF Author: Mary L. Hudson
Publisher:
ISBN:
Category :
Languages : en
Pages :

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Computation of Hypersonic Low Density Flows with Thermochemical Nonequilibrium

Computation of Hypersonic Low Density Flows with Thermochemical Nonequilibrium PDF Author: Tahir Gökçen
Publisher:
ISBN:
Category : Aerodynamics, Hypersonic
Languages : en
Pages : 220

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Effects of Thermochemical Nonequilibrium on Hypersonic Boundary-Layer Instability in the Presence of Surface Ablation Or Isolated Two-Dimensional Roughness

Effects of Thermochemical Nonequilibrium on Hypersonic Boundary-Layer Instability in the Presence of Surface Ablation Or Isolated Two-Dimensional Roughness PDF Author: Clifton Mortensen
Publisher:
ISBN:
Category :
Languages : en
Pages : 251

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Book Description
The current understanding of the effects of thermochemical nonequilibrium on hypersonic boundary-layer instability still contains uncertainties, and there has been little research into the effects of surface ablation, or two-dimensional roughness, on hypersonic boundary-layer instability. The objective of this work is to study the effects of thermochemical nonequilibrium on hypersonic boundary-layer instability. More specifically, two separate nonequilibrium flow configurations are studied: 1) flows with graphite surface ablation, and 2) flows with isolated two-dimensional surface roughness. These two flow types are studied numerically and theoretically, using direct numerical simulation and linear stability theory, respectively. To study surface ablation, a new high-order shock-fitting method with thermochemical nonequilibrium and finite-rate chemistry boundary conditions for graphite ablation is developed and validated. The method is suitable for direct numerical simulation of boundary-layer transition in a hypersonic real-gas flow with graphite ablation. The new method is validated by comparison with three computational data sets and one set of experimental data. Also, a thermochemical nonequilibrium linear stability theory solver with a gas phase model that includes multiple carbon species, as well as a linearized surface graphite ablation model, is developed and validated. It is validated with previously published linear stability analysis and direct numerical simulation results. A high-order method for discretizing the linear stability equations is used which can easily include high-order boundary conditions. The developed codes are then used to study hypersonic boundary-layer instability for a 7 deg half angle blunt cone at Mach 15.99 and the Reentry F experiment at 100~kft. Multiple simulations are run with the same geometry and freestream conditions to help separate real gas, blowing, and carbon species effects on hypersonic boundary-layer instability. For the case at Mach 15.99, a directly simulated 525~kHz second-mode wave was found to be significantly unstable for the real-gas simulation, while in the ideal-gas simulations, no significant flow instability is seen. An N factor comparison also shows that real-gas effects significantly destabilize the flow when compared to an ideal gas. Blowing is destabilizing for the real gas simulation and has a negligible effect for the ideal gas simulation due to the different locations of instability onset. Notably, carbon species resulting from ablation are shown to slightly stabilize the flow for both cases. For the Reentry F flow conditions, inclusion of the ablating nose cone was shown to increase the region of second mode growth near the nose cone. Away from the nose cone, the second mode was relatively unaffected. Experimental and numerical results have shown that two-dimensional surface roughness can stabilize a hypersonic boundary layer dominated by second-mode instability. It is sought to understand how this physical phenomenon extends from an airflow under a perfect gas assumption to that of a flow in thermochemical nonequilibrium. To these ends, a new high-order shock-fitting method that includes thermochemical nonequilibrium and a cut-cell method, to handle complex geometries unsuitable for structured body-fitted grids, is presented. The new method is designed specifically for direct numerical simulation of hypersonic boundary-layer transition in a hypersonic real-gas flow with arbitrary shaped surface roughness. The new method is validated and shown to perform comparably to a high-order method with a body-fitted grid. For a Mach 10 flow over a flat plate, a two-dimensional roughness element was found to stabilize the second mode when placed downstream of the synchronization location. This result is consistent with previous results for perfect-gas flows. For a Mach 15 flow over a flat plate, a two-dimensional surface roughness element stabilizes the second-mode instability more effectively in a thermochemical nonequilibrium flow, than in a corresponding perfect gas flow.

Nonequilibrium Hypersonic Aerothermodynamics

Nonequilibrium Hypersonic Aerothermodynamics PDF Author: Chul Park
Publisher: Wiley-Interscience
ISBN: 9780471510932
Category : Technology & Engineering
Languages : en
Pages : 358

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Book Description
Describes the interaction between the fluid flow and the high temperature phenomena experienced in the hypersonic regime. Presents the principles of aerothermodynamics in nonequilibrium hypersonic flow regimes, covering theory, application and surface phenomena. Chapters 1 to 5 explain how to develop computational fluid dynamics (CFD) techniques for computing nonequilibrium, chemically reacting flows in the hypersonic regime. Chapters 6 to 8 examine the important physical phenomena that occur in hypersonic flows. The final chapter is devoted to the nonequilibrium kinetics at solid surfaces, which is useful in addressing the problems of the nonequilibrium gas-surface interactions that arise in hypersonic flight.

Viscous Hypersonic Flow Physics Predictions Using Unstructured Cartesian Grid Techniques

Viscous Hypersonic Flow Physics Predictions Using Unstructured Cartesian Grid Techniques PDF Author: Susheel Kumar Sekhar
Publisher:
ISBN:
Category : Aerodynamics, Hypersonic
Languages : en
Pages :

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Book Description
Aerothermodynamics is an integral component in the design and implementation of hypersonic transport systems. Accurate estimates of the aerodynamic forces and heat transfer rates are critical in trajectory analysis and for payload weight considerations. The present work seeks to investigate the ability of an unstructured Cartesian grid framework in modeling hypersonic viscous flows. The effectiveness of modeling viscous phenomena in hypersonic flows using the immersed boundary ghost cell methodology of this solver is analyzed. The capacity of this framework to predict the surface physics in a hypersonic non-reacting environment is investigated. High velocity argon gas flows past a 2-D cylinder are simulated for a set of freestream conditions (Reynolds numbers), and impact of the grid cell sizes on the quality of the solution is evaluated. Additionally, the formulation is verified over a series of hypersonic Mach numbers for the flow past a hemisphere, and compared to experimental results and empirical estimates. Next, a test case that involves flow separation and the interaction between a hypersonic shock wave and a boundary layer, and a separation bubble is investigated using various adaptive mesh refinement strategies. The immersed boundary ghost cell approach is tested with two temperature clipping strategies, and their impact on the overall solution accuracy and smoothness of the surface property predictions are compared. Finally, species diffusion terms in the conservation equations, and collision cross-section based transport coefficients are installed, and hypersonic flows in thermochemical nonequilibrium environments are studied, and comparisons of the off-surface flow properties and the surface physics predictions are evaluated. First, a 2-D cylinder in a hypersonic reacting air flow is tested with an adiabatic wall boundary condition. Next, the same geometry is tested to evaluate the viscous chemistry prediction capability of the solver with an isothermal wall boundary condition, and to identify the strengths and weaknesses of the immersed boundary ghost cell methodology in computing convective heating rates in such an environment.

Active Subspaces

Active Subspaces PDF Author: Paul G. Constantine
Publisher: SIAM
ISBN: 1611973864
Category : Computers
Languages : en
Pages : 105

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Book Description
Scientists and engineers use computer simulations to study relationships between a model's input parameters and its outputs. However, thorough parameter studies are challenging, if not impossible, when the simulation is expensive and the model has several inputs. To enable studies in these instances, the engineer may attempt to reduce the dimension of the model's input parameter space. Active subspaces are an emerging set of dimension reduction tools that identify important directions in the parameter space. This book describes techniques for discovering a model's active subspace and proposes methods for exploiting the reduced dimension to enable otherwise infeasible parameter studies. Readers will find new ideas for dimension reduction, easy-to-implement algorithms, and several examples of active subspaces in action.