A. Gangoli Rao
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76 records found
1
Cycle-Level Performance Analysis of a Hydrogen fuelled Hybrid SOFC–Turbofan Engine
TSFC reduction through power hybridization in a CFM56-5B1 engine using pyCycle
Modelling of LH2 Aircraft Gas Turbine Fuel Systems
Enabling Carbon Free Hydrogen-Powered Aviation
This thesis provides three concepts for aircraft gas turbine LH2 fuel systems, based on existing and proposed fuel systems that have been encountered in literature for LH2 aircraft. Numerical fluid dynamic models have been generated in MATLAB & Simulink for each fuel system concept, using the Simscape Fluids library. Models have been generated for the storage tanks including pressure control systems, lowpressure boost pumps, transfer lines, high pressure fuel pumps, heat exchangers and controlled fuel metering valves. The first model, the basic fuel system, feeds all discharge fuel from the fuel pump directly to the heat exchanger. The second concept, the bypass flow system, includes a bypass flow separation downstream of the fuel pump, splitting into ametered flow stream to the injectors, and a bypass flow stream which is recirculated back to the fuel pump inlet. The third concept, the boost-pump-fed system, feeds the fuel from the boost pumps to the heat exchanger directly, allowing for the omission of the engine pump. This configuration was found to require three scaled boost pumps in series, to generate sufficient pressure gain upstream of the engine fuel system.
The results showed that the basic fuel system and the boost-pump-fed system provided feasible designs in terms of the power requirements of the pumps, the pressure drops in the pipes, and the performance of the heat exchanger. The bypass flow system provided a slight increase in engine pump efficiency at lower power settings, providing a possible longer lifetime of the pump. The basic system configuration benefitted from a lower total power requirement, and a higher net positive suction pressure at the pump inlet. The third configuration revealed very high power requirements due to the inefficiency of the scaling of the pumps. Finally, the metering response and accuracy was found to be highly satisfactory.
Finally, pressure control systems of the tank provided satisfactory control of fluid pressure within its boundaries for all configurations. Furthermore, the heat exchanger provided the desired target fluid temperature rise, required for efficient combustion.
Further in-depth modelling of components within the fuel systems is recommended, along with more in-depth validation when experimental data becomes available. In the future, the model can be used for further exploration for designing innovative concepts for fuel distribution, thermal management and metering systems in the LH2 fuel system. ...
This thesis provides three concepts for aircraft gas turbine LH2 fuel systems, based on existing and proposed fuel systems that have been encountered in literature for LH2 aircraft. Numerical fluid dynamic models have been generated in MATLAB & Simulink for each fuel system concept, using the Simscape Fluids library. Models have been generated for the storage tanks including pressure control systems, lowpressure boost pumps, transfer lines, high pressure fuel pumps, heat exchangers and controlled fuel metering valves. The first model, the basic fuel system, feeds all discharge fuel from the fuel pump directly to the heat exchanger. The second concept, the bypass flow system, includes a bypass flow separation downstream of the fuel pump, splitting into ametered flow stream to the injectors, and a bypass flow stream which is recirculated back to the fuel pump inlet. The third concept, the boost-pump-fed system, feeds the fuel from the boost pumps to the heat exchanger directly, allowing for the omission of the engine pump. This configuration was found to require three scaled boost pumps in series, to generate sufficient pressure gain upstream of the engine fuel system.
The results showed that the basic fuel system and the boost-pump-fed system provided feasible designs in terms of the power requirements of the pumps, the pressure drops in the pipes, and the performance of the heat exchanger. The bypass flow system provided a slight increase in engine pump efficiency at lower power settings, providing a possible longer lifetime of the pump. The basic system configuration benefitted from a lower total power requirement, and a higher net positive suction pressure at the pump inlet. The third configuration revealed very high power requirements due to the inefficiency of the scaling of the pumps. Finally, the metering response and accuracy was found to be highly satisfactory.
Finally, pressure control systems of the tank provided satisfactory control of fluid pressure within its boundaries for all configurations. Furthermore, the heat exchanger provided the desired target fluid temperature rise, required for efficient combustion.
Further in-depth modelling of components within the fuel systems is recommended, along with more in-depth validation when experimental data becomes available. In the future, the model can be used for further exploration for designing innovative concepts for fuel distribution, thermal management and metering systems in the LH2 fuel system.
Predicting the Maximum Loading in Zeolites for Hydroisomerization Applications
A Machine Learning Approach
Aerodynamic Interaction Effects in Boundary Layer Ingestion
An Experimental Study of a Propulsive Fuselage Concept Aircraft
Highly Strained Lean Premixed Hydrogen Flames
Emissions, Stability and Modelling
This thesis aims to contribute to the development of more accurate and affordable CFD tabulated-chemistry large eddy simulation (LES) models of lean premixed hydrogen flames subjected to intensive strain, thereby advancing the capabilities to optimally design hydrogen combustor leveraging strained regimes. First, the fundamental hydrogen flame response to strain is investigated extensively from the point of view of emissions, flame structure, and flame stability through high-fidelity detailed chemistry simulations in simplified laminar settings. Hence, with the help of the insights gathered in the previous phase, novel tabulated chemistry modelling approaches are proposed for LES of strained and turbulent hydrogen flames. The proposed models are tested a priori at unfiltered and filtered grids in a turbulent counterflow setup, where strain is established both by shear-driven turbulence and by the configuration.... ...
This thesis aims to contribute to the development of more accurate and affordable CFD tabulated-chemistry large eddy simulation (LES) models of lean premixed hydrogen flames subjected to intensive strain, thereby advancing the capabilities to optimally design hydrogen combustor leveraging strained regimes. First, the fundamental hydrogen flame response to strain is investigated extensively from the point of view of emissions, flame structure, and flame stability through high-fidelity detailed chemistry simulations in simplified laminar settings. Hence, with the help of the insights gathered in the previous phase, novel tabulated chemistry modelling approaches are proposed for LES of strained and turbulent hydrogen flames. The proposed models are tested a priori at unfiltered and filtered grids in a turbulent counterflow setup, where strain is established both by shear-driven turbulence and by the configuration....
Large eddy simulation of hydrogen combustion
Development of models and applications for sustainable power generation
Hydrogen is considered a promising alternative fuel because it produces no carbon emissions during combustion and can be generated from renewable energy sources. However, hydrogen combustion introduces significant challenges due to the complex behaviour of turbulent flames. Accurately predicting these behaviours requires advanced numerical methods, such as Large Eddy Simulations (LES), which capture unsteady flow dynamics at relatively affordable computational cost. Flamelet-based LES models are particularly attractive because they simplify combustion chemistry by representing turbulent flames as collections of laminar flame structures. While effective for hydrocarbon fuels, applying these models to hydrogen requires additional considerations, especially regarding differential diffusion effects that strongly influence flame stability and structure.
This thesis advances the modelling of turbulent hydrogen combustion by developing and validating flamelet-based LES approaches. It introduces improved modelling techniques, including dynamic closures and methods to account for non-unity Lewis number effects, which are essential for capturing hydrogen-specific behaviour. The models are tested across various flame configurations and subsequently applied to a hydrogen-capable combustor developed at TU Delft. Through simulation, the research provides insights into fuel-air mixing, flame stabilization, and nitrogen oxide (NOx) formation during the transition from methane to hydrogen operation. Overall, the work contributes to the development of reliable simulation tools that support the design of cleaner combustion systems and facilitate the integration of hydrogen into future energy and aviation applications. ...
Hydrogen is considered a promising alternative fuel because it produces no carbon emissions during combustion and can be generated from renewable energy sources. However, hydrogen combustion introduces significant challenges due to the complex behaviour of turbulent flames. Accurately predicting these behaviours requires advanced numerical methods, such as Large Eddy Simulations (LES), which capture unsteady flow dynamics at relatively affordable computational cost. Flamelet-based LES models are particularly attractive because they simplify combustion chemistry by representing turbulent flames as collections of laminar flame structures. While effective for hydrocarbon fuels, applying these models to hydrogen requires additional considerations, especially regarding differential diffusion effects that strongly influence flame stability and structure.
This thesis advances the modelling of turbulent hydrogen combustion by developing and validating flamelet-based LES approaches. It introduces improved modelling techniques, including dynamic closures and methods to account for non-unity Lewis number effects, which are essential for capturing hydrogen-specific behaviour. The models are tested across various flame configurations and subsequently applied to a hydrogen-capable combustor developed at TU Delft. Through simulation, the research provides insights into fuel-air mixing, flame stabilization, and nitrogen oxide (NOx) formation during the transition from methane to hydrogen operation. Overall, the work contributes to the development of reliable simulation tools that support the design of cleaner combustion systems and facilitate the integration of hydrogen into future energy and aviation applications.
Global Emission Inventory
A Revision of Global Emission Inventory Models for Climate Impact Analysis
The research presented in this thesis aims to critically evaluate and improve existing implementations of global aviation emission inventories, with the ultimate goal of achieving more representative estimations of aircraft emissions and their distribution. The goal should be achieved without compromising on computational efficiency and the flexibility of the model. This work builds upon an existing emission inventory.
In order to achieve the goal of this study, revisions to the information, performance and emission models are incorporated. The first revision involves a more accurate representation of the actual engine equipped for each flight analysed. Next, flight trajectory correction factors (lateral inefficiency) are improved by using data provided in literature, derived from a large set of ADS-B trajectory data. Furthermore, the latest version of EUROCONTROL’s Base of Aircraft Data (BADA) performance model is implemented for all the aircraft which it covers (89% of total flown distance). For emission modelling, the Boeing Fuel Flow Method 2 (BFFM2) is kept for gaseous emissions; however, an updated method (MEEM), validated on a large set of engine manufacturer data and more recent measurement campaigns, is utilised for nvPM estimates.
Compared to existing global inventories for 2019, the updated model estimates total fuel burn at 250 Tg, slightly lower than the earlier estimate (254 Tg) and significantly below estimates by Teoh et al. (283 Tg) and Quadros et al. (297 Tg). On a per-kilometre basis, however, the fuel burn estimate is 2% lower than Rik Kroon’s but 9.6% higher than Teoh et al. The nitrogen oxides (NO𝑥) emission index closely aligns with benchmarks by Teoh et al. and Quadros et al., differing by less than 2.5%, yet is 11% lower than Rik Kroon’s due to performance model corrections. For nvPM emissions, notable discrepancies arise: mass emission estimates are higher by 62% and 39% compared to Rik Kroon and Quadros et al., respectively, but 43% lower than Teoh et al. Conversely, nvPM number emission estimates exceed those by Teoh et al. and Quadros et al. by approximately 60% and 54%, respectively. Geographically, emission hotspots align with previous studies, though data limitations cause under-representation in certain southern hemisphere routes, highlighting areas for future improvement.
Sensitivity analysis revealed that the performance model results are highly sensitive to the parameters used to determine cruise altitude and initial fuel mass estimate, with up to ±4% changes in nvPM emissions and fuel burn observed for heavy-weight aircraft. The uncertainty analysis using Monte Carlo simulations showed total uncertainties of ±9% for fuel consumption and emission indices uncertainties ranging from ±8% forNO𝑥 to ±40% for nvPM number and ±95% for nvPM mass, reflecting the significant impact of methodological assumptions and limited validation data on nvPM emissions.
The thesis concludes by confirming that the updates provided lead to an improvement in the estimation of the quantity and distribution of aviation emissions. Limitations related to the coverage of annual flights, the estimation of the take-off mass, and the uncertainty related to nvPM emissions are also identified. This work can serve as a baseline for future work in those aspects. ...
The research presented in this thesis aims to critically evaluate and improve existing implementations of global aviation emission inventories, with the ultimate goal of achieving more representative estimations of aircraft emissions and their distribution. The goal should be achieved without compromising on computational efficiency and the flexibility of the model. This work builds upon an existing emission inventory.
In order to achieve the goal of this study, revisions to the information, performance and emission models are incorporated. The first revision involves a more accurate representation of the actual engine equipped for each flight analysed. Next, flight trajectory correction factors (lateral inefficiency) are improved by using data provided in literature, derived from a large set of ADS-B trajectory data. Furthermore, the latest version of EUROCONTROL’s Base of Aircraft Data (BADA) performance model is implemented for all the aircraft which it covers (89% of total flown distance). For emission modelling, the Boeing Fuel Flow Method 2 (BFFM2) is kept for gaseous emissions; however, an updated method (MEEM), validated on a large set of engine manufacturer data and more recent measurement campaigns, is utilised for nvPM estimates.
Compared to existing global inventories for 2019, the updated model estimates total fuel burn at 250 Tg, slightly lower than the earlier estimate (254 Tg) and significantly below estimates by Teoh et al. (283 Tg) and Quadros et al. (297 Tg). On a per-kilometre basis, however, the fuel burn estimate is 2% lower than Rik Kroon’s but 9.6% higher than Teoh et al. The nitrogen oxides (NO𝑥) emission index closely aligns with benchmarks by Teoh et al. and Quadros et al., differing by less than 2.5%, yet is 11% lower than Rik Kroon’s due to performance model corrections. For nvPM emissions, notable discrepancies arise: mass emission estimates are higher by 62% and 39% compared to Rik Kroon and Quadros et al., respectively, but 43% lower than Teoh et al. Conversely, nvPM number emission estimates exceed those by Teoh et al. and Quadros et al. by approximately 60% and 54%, respectively. Geographically, emission hotspots align with previous studies, though data limitations cause under-representation in certain southern hemisphere routes, highlighting areas for future improvement.
Sensitivity analysis revealed that the performance model results are highly sensitive to the parameters used to determine cruise altitude and initial fuel mass estimate, with up to ±4% changes in nvPM emissions and fuel burn observed for heavy-weight aircraft. The uncertainty analysis using Monte Carlo simulations showed total uncertainties of ±9% for fuel consumption and emission indices uncertainties ranging from ±8% forNO𝑥 to ±40% for nvPM number and ±95% for nvPM mass, reflecting the significant impact of methodological assumptions and limited validation data on nvPM emissions.
The thesis concludes by confirming that the updates provided lead to an improvement in the estimation of the quantity and distribution of aviation emissions. Limitations related to the coverage of annual flights, the estimation of the take-off mass, and the uncertainty related to nvPM emissions are also identified. This work can serve as a baseline for future work in those aspects.
SHTARWaRS
Scaled-up Hybrid-electric Turboprop AiRcraft with Water Recovery System
For each operating point, the combustor geometry is kept fixed while the primary-zone equivalence ratios and the mixing parameter are optimised. This same methodology is applied at cruise using cruise-specific inlet conditions. The CRN predicts NOx within the measured in-flight range; BFFM2 also falls within this band, while P3T3 remains close to it. Only the CRN resolves the internal mixture structure and reaction pathways.
Water-to-fuel sweeps show that water injection consistently reduces NOx, with the strongest effect at high thrust where baseline temperatures are highest. CO increases mainly at idle and approach due to lower burnout temperatures. Reaction-pathway analysis confirms that thermal NO remains the dominant mechanism and that water suppresses existing pathways by reducing temperature and radicals.
Overall, the CRN provides an accurate and computationally efficient framework for analysing water injection and predicting emissions at both LTO and cruise, while resolving the internal combustor processes that are inaccessible to simpler correlation-based methods. ...
For each operating point, the combustor geometry is kept fixed while the primary-zone equivalence ratios and the mixing parameter are optimised. This same methodology is applied at cruise using cruise-specific inlet conditions. The CRN predicts NOx within the measured in-flight range; BFFM2 also falls within this band, while P3T3 remains close to it. Only the CRN resolves the internal mixture structure and reaction pathways.
Water-to-fuel sweeps show that water injection consistently reduces NOx, with the strongest effect at high thrust where baseline temperatures are highest. CO increases mainly at idle and approach due to lower burnout temperatures. Reaction-pathway analysis confirms that thermal NO remains the dominant mechanism and that water suppresses existing pathways by reducing temperature and radicals.
Overall, the CRN provides an accurate and computationally efficient framework for analysing water injection and predicting emissions at both LTO and cruise, while resolving the internal combustor processes that are inaccessible to simpler correlation-based methods.
Modelling Geometrical Effects of SOFC Stacks
Pseudo-3D simulation with the GOOSE model
Contrail formation in modern turbofan engines
Examining the influence of the bypass ratio
Autoignition characteristics of vitiated methane-air mixtures were studied by simulations in 0D reactor setup. Unlike most studies in literature, vitiation, in the context of flameless combustion, was generated as the hot combustion product of fresh reactants that also contained radicals that existed in equilibrium. Particularly, the effect of varying levels of vitiation and heat loss was studied on properties such as ignition delay time, reaction time scale, and the NOx and CO emissions. This revealed the most suitable conditions to achieve low emissions and distributed reaction zones for premixed reactants that are vitiated by exhaust gases. Further, a regime of multi-ignition was discovered where prior to the main ignition event, there is a pre-ignition event attributed to the initial pool of radicals in a vitiated mixture. The conditions of occurrence were mapped out, as well as the mechanism behind it was explained.
The mixing at the interface of the jet and the recirculation zone in a jet-stabilized combustor has an important role in determining the composition of the hot-diluted mixtures. Thus, the fluid mechanics of the turbulent-turbulent interface were studied in a canonical configuration of a turbulent-jet-in-turbulent-coflow. This is also a common configuration used to produce Flameless/MILD combustion under laboratory conditions. Although there is vast research on free turbulent jets, combustors operating in the Flameless Combustion regime would reach flow conditions where the ratio of coflow to jet velocity would increase. This work elucidates the evolution of such a flow field through Particle Image Velocimetry (PIV) measurements done along the axis of the jet in the range 0<x/D<42. Further, the interface is detected using an algorithm developed based on other image processing algorithms using vorticity as a criterion. This enables the assembly of conditional statistics with respect to the interface. The results show that the cases with higher coflow have a lower jet centerline velocity decay rate and reduced jet spreading. The mean axial velocity shows a region of deficit compared to the free jet near the interface region. Further, the case with higher coflow shows higher turbulence intensity and Reynolds Shear Stress close to the interface. The detailed results are presented as both unconditional and conditional statistics and the mechanism behind this effect is deduced.
Experiments were done on a jet-stabilized combustor capable of producing the Flameless Combustion regime. It was operated using methane-hydrogen fuel admixtures at varying equivalence ratios. The combustor performance was analyzed based on the stabilization of the flame zone and the emissions. This work presents a unique, comprehensive measurement of temperature, gas composition, velocity field, and chemiluminescence signal in a jet-stabilized combustor. The recirculation regions are visualized through PIV measurements and the recirculation ratio is quantified. The instantaneous flame images are used to identify flame kernels and construct probability density functions of the aspect ratio, rotation angle, and location along the combustor axis. An increase in hydrogen content in the fuel mixture shifts the stabilization mechanism from autoignition to flame propagation. There is also an increase in NO emissions. A similar effect is seen with the increase in equivalence ratio from lean to stoichiometric condition. Distributed reaction regimes with ultra-low NO and moderate flame temperatures are achieved at very low equivalence ratios. Such mixtures are stabilized better with the addition of hydrogen to the fuel mixture.
This thesis provides fundamental information on the chemistry and flow physics of the phenomenon in a jet-stabilized combustor followed by measurements from the operation of one. The data and conclusions are a suitable reference for future engineers designing jet-stabilized combustors for low NOx emissions and high combustion efficiency. ...
Autoignition characteristics of vitiated methane-air mixtures were studied by simulations in 0D reactor setup. Unlike most studies in literature, vitiation, in the context of flameless combustion, was generated as the hot combustion product of fresh reactants that also contained radicals that existed in equilibrium. Particularly, the effect of varying levels of vitiation and heat loss was studied on properties such as ignition delay time, reaction time scale, and the NOx and CO emissions. This revealed the most suitable conditions to achieve low emissions and distributed reaction zones for premixed reactants that are vitiated by exhaust gases. Further, a regime of multi-ignition was discovered where prior to the main ignition event, there is a pre-ignition event attributed to the initial pool of radicals in a vitiated mixture. The conditions of occurrence were mapped out, as well as the mechanism behind it was explained.
The mixing at the interface of the jet and the recirculation zone in a jet-stabilized combustor has an important role in determining the composition of the hot-diluted mixtures. Thus, the fluid mechanics of the turbulent-turbulent interface were studied in a canonical configuration of a turbulent-jet-in-turbulent-coflow. This is also a common configuration used to produce Flameless/MILD combustion under laboratory conditions. Although there is vast research on free turbulent jets, combustors operating in the Flameless Combustion regime would reach flow conditions where the ratio of coflow to jet velocity would increase. This work elucidates the evolution of such a flow field through Particle Image Velocimetry (PIV) measurements done along the axis of the jet in the range 0<x/D<42. Further, the interface is detected using an algorithm developed based on other image processing algorithms using vorticity as a criterion. This enables the assembly of conditional statistics with respect to the interface. The results show that the cases with higher coflow have a lower jet centerline velocity decay rate and reduced jet spreading. The mean axial velocity shows a region of deficit compared to the free jet near the interface region. Further, the case with higher coflow shows higher turbulence intensity and Reynolds Shear Stress close to the interface. The detailed results are presented as both unconditional and conditional statistics and the mechanism behind this effect is deduced.
Experiments were done on a jet-stabilized combustor capable of producing the Flameless Combustion regime. It was operated using methane-hydrogen fuel admixtures at varying equivalence ratios. The combustor performance was analyzed based on the stabilization of the flame zone and the emissions. This work presents a unique, comprehensive measurement of temperature, gas composition, velocity field, and chemiluminescence signal in a jet-stabilized combustor. The recirculation regions are visualized through PIV measurements and the recirculation ratio is quantified. The instantaneous flame images are used to identify flame kernels and construct probability density functions of the aspect ratio, rotation angle, and location along the combustor axis. An increase in hydrogen content in the fuel mixture shifts the stabilization mechanism from autoignition to flame propagation. There is also an increase in NO emissions. A similar effect is seen with the increase in equivalence ratio from lean to stoichiometric condition. Distributed reaction regimes with ultra-low NO and moderate flame temperatures are achieved at very low equivalence ratios. Such mixtures are stabilized better with the addition of hydrogen to the fuel mixture.
This thesis provides fundamental information on the chemistry and flow physics of the phenomenon in a jet-stabilized combustor followed by measurements from the operation of one. The data and conclusions are a suitable reference for future engineers designing jet-stabilized combustors for low NOx emissions and high combustion efficiency.
Flame Stability and Emissions in Methane/Hydrogen Combustion
Designing for Fuel Flexibility
In swirl-stabilized combustion, injecting non-swirled air axially on the centreline can be a very efficient way to stabilize flames with high hydrogen content. This work investigates the emissions and flame stability of a fuel flexible swirl-stabilized combustor that can operate on fuel mixtures ranging from 100% CH4 to 100% H2. In this set-up, fuel is injected in a jet in cross-flow configuration just downstream of the swirler exit. A mixing tube is placed between the injection point and the combustion chamber to allow for fuel-air mixing. The objective of this thesis is to identify the dominant parameters that govern emissions and stability in fuel-flexible combustion systems. To support this aim, several research questions are formulated and addressed in dedicated chapters…
...
In swirl-stabilized combustion, injecting non-swirled air axially on the centreline can be a very efficient way to stabilize flames with high hydrogen content. This work investigates the emissions and flame stability of a fuel flexible swirl-stabilized combustor that can operate on fuel mixtures ranging from 100% CH4 to 100% H2. In this set-up, fuel is injected in a jet in cross-flow configuration just downstream of the swirler exit. A mixing tube is placed between the injection point and the combustion chamber to allow for fuel-air mixing. The objective of this thesis is to identify the dominant parameters that govern emissions and stability in fuel-flexible combustion systems. To support this aim, several research questions are formulated and addressed in dedicated chapters…