• Refine Query
  • Source
  • Publication year
  • to
  • Language
  • 46
  • 14
  • 4
  • 2
  • 1
  • 1
  • Tagged with
  • 75
  • 75
  • 21
  • 20
  • 20
  • 19
  • 13
  • 12
  • 12
  • 12
  • 10
  • 10
  • 10
  • 10
  • 10
  • About
  • The Global ETD Search service is a free service for researchers to find electronic theses and dissertations. This service is provided by the Networked Digital Library of Theses and Dissertations.
    Our metadata is collected from universities around the world. If you manage a university/consortium/country archive and want to be added, details can be found on the NDLTD website.
1

Coupled multicomponent NAPL dissolution and transport in the subsurface: analytic solutions and forensic aspects

Hansen, Scott 28 September 2012 (has links)
Dissolving multicomponent NAPL as a source of contamination in subsurface water is considered. In particular, two processes are analyzed with regard to how they alter inter-species concentration ratios at remote monitoring locations relative to inter-species molar ratios in the NAPL: nonlinear dissolution governed by Raoult’s Law and differential sorption during subsurface transport. An analytic solution for Raoult’s Law-governed dissolution is presented. Separately, it is shown how a variety of 1D analytic transport models for simple boundary conditions may be adapted to use arbitrary time-varying concentrations by use of some properties of Laguerre series. This is combined with the analytic solution so that Raoult’s Law-governed multicomponent NAPL dissolution may be employed as the boundary condition for analytic transport models. A new computer model implementing this technique in an environment of discrete, parallel fractures is presented, and its accuracy verified for specific conditions against an existing code. The new code is applied to a parametric study on the plume separation of PAH and phenolic compounds from the dissolution of creosote. Narrow fracture spacing as well as significant values of matrix organic carbon are seen as particularly conducive to separation of these types of plumes, which in some circumstances may be entirely disjoint. Concentration ratios downgradient are shown largely unrelated to concentration ratios at the source. Finally, a study of PCB speciation is undertaken in fractured rock with known parameters, for which a rigorous, least squares speciation approach is developed. Even at distances of 5 m from the source, given perfect information about the subsurface, it is found not possible to chemically fingerprint a source PCB mixture from a list of three absent a model of the weathering of the NAPL. Both the PCB and creosote studies demonstrate that forensic inference of source compositions from field data is unreliable and the need for coupled dissolution and transport models like the one developed here. / Thesis (Ph.D, Civil Engineering) -- Queen's University, 2012-09-25 21:43:29.04
2

How to integrate geochemistry at affordable costs into reactive transport for large-scale systems: Abstract Book

Stockmann, M., Brendler, V. 07 July 2020 (has links)
This international workshop entitled “How to integrate geochemistry at affordable costs into reac-tive transport for large-scale systems” was organized by the Institute of Resource Ecology of the Helmholtz-Zentrum Dresden Rossendorf in Feb-ruary 2020. A mechanistic understanding and building on that an appropriate modelling of geochemical processes is essential for reliably predicting contaminant transport in groundwater systems, but also in many other cases where migration of hazardous substances is expected and consequently has to be assessed and limited. In case of already present contaminations, such modelling may help to quantify the threads and to support the development and application of suitable remediation measures. Typical application areas are nuclear waste disposal, environmental remediation, mining and milling, carbon capture & storage, or geothermal energy production. Experts from these fields were brought together to discuss large-scale reactive transport modelling (RTM) because the scales covered by such pre-dictions may reach up to one million year and dozens of kilometers. Full-fledged incorporation of geochemical processes, e.g. sorption, precipitation, or redox reactions (to name just a few important basic processes) will thus create inacceptable long computing times. As an effective way to integrate geochemistry at affordable costs into RTM different geochemical concepts (e.g. multidimensional look-up tables, surrogate functions, machine learning, utilization of uncertainty and sensitivity analysis etc.) exist and were extensively discussed throughout the workshop. During the 3-day program of the workshop keynote and regular lectures from experts in the field, a poster session, and a radio lab tour had been offered. In total, 40 scientists from 28 re-search institutes and 8 countries participated.
3

Parallel Processing for Modeling Reactive Transport in Groundwater

Wright, Jennifer 26 May 2006 (has links)
Natural attenuation and biotransformation are processes that can potentially control the transport and enhance the remediation of contaminants in groundwater. It is necessary to develop computer simulations that not only model the physical transport (advection and dispersion) of contaminants, but that can also accurately depict chemical reactions and some of these more complex processes, in order to determine the type and extent of contaminant plumes and to analyze potential remediation strategies. Modeling these systems effectively is becoming possible with a growing understanding of the chemical and biological processes that occur in groundwater. However, more accurate and more involved models come with much higher memory and computational requirements. Parallel processing provides the computational resources needed to employ reactive transport simulations effectively and more efficiently. N2D-H2 is a FORTRAN code that simulates two-dimensional reactive solute transport in groundwater. More specifically, it simulates the biotransformation of nitrate into the end products of denitrification. A parallel version of the N2D-H2 code is developed using the Message-Passing Interface (MPI), a library of sequences and routines that can be called from FORTRAN programs. Using MPI to develop the parallel version of the code involves decomposing the computational domain among processors, defining the computational roles of each processor, and implementing the required communication between processors by using the message-passing procedures that allow the processors to exchange data. Several test problems are developed to analyze the performance of the parallel code. The test problems are used in the benchmarking procedure to demonstrate that the parallel code returns results identical to the sequential code. The CPU time required and the speedup achieved by running the simulation on parallel processors is presented for multiple test problems with varying physical processes and computational grid sizes. For a two-dimensional plume simulation of five solutes, with a finite difference grid of 490 nodes x 99 nodes, the total CPU time is decreased from 410 seconds on one processor to 220 seconds on two processors, and 75 seconds on ten processors. The speedup achieved gets closer to the ideal speedup as the problem size increases. Although the speedup observed with the parallel version of N2D-H2 is not 100% of the ideal speedup because of communication requirements, the parallel simulation demonstrates the benefits of parallel processing and the possibility of expansion that it provides for modeling reactive transport in groundwater. / Master of Science
4

Time dependent leakage of CO₂ saturated water along a cement fracture

Huerta, Nicolas J 17 February 2014 (has links)
Leakage of CO₂ saturated fluid along wellbores has critical implications for the feasibility of geologic CO₂ storage. Wells, which are ubiquitous in locations ideal for CO₂ storage, develop leaks (e.g. fractures) for many reasons and at different points in their age. Small leaks pose the most significant risk to geological CO₂ sequestration because they are difficult to detect and provide a direct pathway through which fluid can escape the storage formation. This dissertation shows that due to complex coupling between reaction and flow, leaking wells will tend to self-seal via secondary precipitation of calcium carbonate in the open pathway. Residence time, fluid reactivity, and initial fracture aperture all play a key role in determining the time required to seal the leakage pathway. To test the self-sealing hypothesis, laboratory experiments were conducted to inject reactive fluids into naturally fractured cement. Restriction of the leakage pathway, i.e., the fracture, was inferred from the relationship between flow rate and pressure differential. Precipitation was observed in both constant flow rate and constant pressure differential experiments. In the former precipitation resulted in an increasing pressure differential, while precipitation caused a decrease in flow rate in the latter. Analysis by electron microprobe and x-ray diffraction, and corroborated with effluent chemical analysis, showed that the reacted channel was depleted in calcium and enriched in silicon relative to the original material. The remaining silicon rich material prevents widening of the reacted channel and development a self-enhancing (e.g. wormhole) behavior. Self-limiting behavior is caused by calcium mixing with carbonate ions in high pH slow flow regions where local residence time is large and calcium carbonate is insoluble. Secondary precipitation initially develops next to the reacted channel and then across the fracture surface and is the source of pathway restriction and the self-sealing behavior. Results from the experiments are used to develop a simple analytical model to forecast well scale leakage. Future work is needed to test a broader range of experimental conditions (e.g. brine salinity, cement formulations, cement-earth interface, effect of CO₂ saturation, pressure, and temperature), to improve our understanding of both the fundamental behavior and the leakage model. / text
5

[en] NUMERICAL ANALYSIS OF THE TRANSPORT OF CONTAMINANTS IN POROUS MEDIA CONSIDERING CHEMICAL INTERACTION / [es] ANÁLISIS NÚMERICA DEL TRANSPORTE DE CONTAMINANTES EN MEDIOS POROSOS CON REACCIONES QUÍMICAS / [pt] ANÁLISE NUMÉRICA DO TRANSPORTE DE CONTAMINANTES EM MEIOS POROSOS COM REAÇÕES QUÍMICAS

JOAO LUIZ ELIAS CAMPOS 24 August 2001 (has links)
[pt] O presente trabalho apresenta o desenvolvimento de uma ferramenta para o estudo de problemas de transporte de contaminantes na água subterrânea. No desenvolvimento desta ferramenta foram utilizados métodos de estabilização na solução da equação de transporte e o método dos gradientes conjugados. Os métodos de estabilização buscam superar as limitações impostas pelo número de Peclet. O método dos Gradientes Conjugados, por sua vez, tem como objetivo melhorar a eficiência da solução do sistema de equações decorrente da utilização do método dos elementos finitos na solução do problema de transporte. Desenvolveu-se um modelo de reação química que fosse capaz de lidar com compostos que possuem propriedades de transporte diferentes. O desenvolvimento deste modelo levou à idealização de uma metodologia que abrange outros modelos químicos de uma forma única. Para descrever essa metodologia foi utilizado o paradigma de Orientação a Objetos que deu origem a uma hierarquia de classes capaz de suportar o desenvolvimento de modelos químicos das mais variadas formas. Por fim utilizou-se a ferramenta desenvolvida para avaliar alguns problemas decorrentes da contaminação por HCH da Cidade dos Meninos no município de Duque de Caxias, estado de Rio de Janeiro, e a avaliação da técnica de barreiras reativas como alternativa de remediação de águas subterrâneas contaminadas. / [en] This work presents the development of a tool to study the water contamination problem. This tool involves the utilization of stabilization methods and the utilization of the Conjugate Gradient method. The stabilization methods aims at overcoming the limitations imposed by the grid Peclet number. The Conjugate Gradient method aims at providing an eficient method to solve the system of equations which arises from the application of the finite element method in the solution of the contamination problem. As part of this work a chemical model was developed to simulate the interaction among chemical species involved in the transport process. These species sometimes have different physical properties that have to be taken under consideration by the chemical model. Taking advantage of the Object Oriented paradigm, we proposed a class hierarchy (OOP) to support the development of a chemical model. Finally the developed program was used to study a contamination problem with HCH at Cidade dos Meninos city in Duque de Caxias township, Rio de Janeiro, and to evaluate the reactive barrier design as a remediation method. / [es] Este trabajo presenta el desarrollo de una herramienta para el estudio de problemas de transporte de contaminantes en el agua subterránea. En el desarrollo de esta herramienta se utilizaron métodos de estabilización en la solución de la ecuación de transporte y el método del gradiente conjugado. Los métodos de estabilización intentan superar las limitaciones impuestas por el número de Peclet. El método del Gradiente Conjugados, por su vez, tiene como objetivo mejorar la eficiencia de la solución del sistema de ecuaciones que resulta de utilizar el método de los elementos finitos en la solución del problema de transporte. Se dearrolló un modelo de reacción química para compuestos que poseen propriedades de transporte diferentes. El desarrollo de este modelo tiene como resultado a formulación de una metodología que contiene otros modelos químicos de una forma única. Para describir esa metodología fue utilizado el paradigma de Orientación a Objetos que dió origen a una jerarquía de clases capaz de soportar el desarrollo de modelos químicos de las más variadas formas. Se utilizó la herramienta desarrollada para evaluar algunos problemas provocados por la contaminación por HCH de la Ciudad de los Meninos en el municipio de Duque de Caxias, estado de Rio de Janeiro, y la evaluación de la técnica de barreras reactivas como alternativas de remediación de aguas subterráneas contaminadas.
6

Advances in understanding the evolution of diagenesis in Carboniferous carbonate platforms : insights from simulations of palaeohydrology, geochemistry, and stratigraphic development

Frazer, Miles January 2014 (has links)
Carbonate diagenesis encapsulates a wide range of water rock interactions that can occur within many environments and act to modify rock properties such as porosity, permeability, and mineralogical composition. These rock modification processes occur by the supply of reactant-laden fluids to areas where geochemical reactions are thermodynamically and kinetically favoured. As such, understanding the development of diagenesis requires an understanding of both palaeohydrology and geochemistry, both of which have their own complexities. However, within geological systems, both the conditions that control fluid migration and the distribution of thermodynamic conditions can change through time in response to external factors. Furthermore, they are often coupled, with rock modification exercising a control on fluid flow by altering the permeability of sediments. Numerical methods allow the coupling of multiple complex processes within a single mathematical formulation. As such, they are well suited to investigations into carbonate diagenesis, where multiple component subsystems interact. This thesis details the application of four separate types of numerical forward modelling to investigations of diagenesis within two Carboniferous carbonate platforms, the Derbyshire Platform (Northern England) and the Tengiz Platform (Western Kazakhstan). Investigations of Derbyshire Platform diagenesis are primarily concerned with explaining the presence of Pb-mineralisation and dolomitisation observed within the Dinantian carbonate succession. A coupled palaeohydrology and basin-development simulation and a series of geochemical simulations was used to investigate the potential for these products to form as a result of basin-derived fluids being driven into the platform by compaction. The results of these models suggest that this mechanism is appropriate for explaining Pb-mineralisation, but dolomitisation requires Mg concentrations within the basin-derived fluids that cannot be attained. Geothermal convection of seawater was thus proposed as an alternative hypothesis to explain the development of dolomitisation. This was tested using an advanced reactive transport model, capable of considering both platform growth and dolomitisation. The results of this suggests that significant dolomitisation may have occurred earlier on in the life of the Derbyshire Platform than has previously been recognised. An updated framework for the development of diagenesis in the Derbyshire Platform is proposed to incorporate these new insights. The Tengiz platform forms an important carbonate oil reservoir at the northeastern shore of the Caspian Sea. The effective exploitation of any reservoir lies in an understanding of its internal distributions of porosity and permeability. Within carbonate systems, this is critically controlled by the distribution of diagenetic products. A model of carbonate sedimentation and meteoric diagenesis is used to produce a framework of early diagenesis within a sequence stratigraphic context. The studies mentioned above provide a broad overview of the capabilities and applicability of forward numerical models to two data-limited systems. They reveal the potential for these methods to guide the ongoing assessment and development of our understanding of diagenetic systems and also help identify key questions for the progression of our understanding in the future.
7

Numerical Investigations of Geologic CO2 Sequestration Using Physics-Based and Machine Learning Modeling Strategies

Wu, Hao 06 August 2020 (has links)
Carbon capture and sequestration (CCS) is an engineering-based approach for mitigating excess anthropogenic CO2 emissions. Deep brine aquifers and basalt reservoirs have shown outstanding performance in CO2 storage based on their global widespread distribution and large storage capacity. Capillary trapping and mineral trapping are the two dominant mechanisms controlling the distribution, migration, and transportation of CO2 in deep brine aquifers and basalt reservoirs. Understanding the behavior of CO2 in a storage reservoir under realistic conditions is important for risk management and storage efficiency improvement. As a result, numerical simulations have been implemented to understand the relationship between fluid properties and multi-phase fluid dynamics. However, the physics-based simulations that focus on the uncertainties of fluid flow dynamics are complicated and computationally expensive. Machine learning method provides immense potential for improving computational efficiency for subsurface simulations, particularly in the context of parametric sensitivity. This work focuses on parametric uncertainty associated with multi-phase fluid dynamics that govern geologic CO2 storage. The effects of this uncertainty are interrogated through ensemble simulation methods that implement both physics-based and machine learning modeling strategies. This dissertation is a culmination of three projects: (1) a parametric analysis of capillary pressure variability effects on CO2 migration, (2) a reactive transport simulation in a basalt fracture system investigating the effects of carbon mineralization on CO2 migration, and (3) a parametric analysis based on machine learning methods of simultaneous effects of capillary pressure and relative permeability on CO2 migration. / Doctor of Philosophy / Carbon capture and sequestration (CCS) has been proposed as a technological approach to mitigate the deleterious effects of anthropogenic CO2 emissions. During CCS, CO2 is captured from power plants and then pumped in deep geologic reservoirs to isolate it from the atmosphere. Deep sedimentary formations and fractured basalt reservoirs are two options for CO2 storage. In sedimentary systems, CO2 is immobilized largely by physical processes, such as capillary and solubility trapping, while in basalt reservoirs, CO2 is transformed into carbonate minerals, thus rendering it fully immobilized. This research focuses on how a large range of capillary pressure variabilities and how CO2-basalt reactions affect CO2 migration. Specifically, the work presented utilizes numerical simulation and machine learning methods to study the relationship between capillary trapping and buoyancy in a sandstone formation, as well as the combined effects of capillary pressure and relative permeability on CO2 migration. In addition, the work also identifies a new reinforcing feedback between mineralization and relative permeability during reactive CO2 flow in a basalt fracture network. In aggregate, the whole of this work presents a new, multi-dimensional perspective on the multi-phase fluid dynamics that govern CCS efficacy in a range of geologic formations.
8

Numerical Simulation of Reactive Transport Problems in Porous Media Using Global Implicit Approach

Zolfaghari, Reza 25 February 2016 (has links) (PDF)
This thesis focuses on solutions of reactive transport problems in porous media. The principle mechanisms of flow and reactive mass transport in porous media are investigated. Global implicit approach (GIA), where transport and reaction are fully coupled, and sequential noniterative approach (SNIA) are implemented into the software OpenGeoSys (OGS6) to couple chemical reaction and mass transport. The reduction scheme proposed by Kräutle is used in GIA to reduce the number of coupled nonlinear differential equations. The reduction scheme takes linear combinations within mobile species and immobile species and effectively separates the reaction-independent linear differential equations from coupled nonlinear ones (i.e. reducing the number of primary variables in the nonlinear system). A chemical solver is implemented using semi-smooth Newton iteration which employs complementarity condition to solve for equilibrium mineral reactions. The results of three benchmarks are used for code verification. Based on the solutions of these benchmarks, it is shown that GIA with the reduction scheme is faster (ca. 6.7 times) than SNIA in simulating homogeneous equilibrium reactions and (ca. 24 times) in simulating kinetic reaction. In simulating heterogeneous equilibrium mineral reactions, SNIA outperforms GIA with the reduction scheme by 4.7 times. / Diese Arbeit konzentriert sich auf die numerische Berechnung reaktiver Transportprobleme in porösen Medien. Es werden prinzipielle Mechanismen von Fluidströmung und reaktive Stofftransport in porösen Medien untersucht. Um chemische Reaktionen und Stofftransport zu koppeln, wurden die Ansätze Global Implicit Approach (GIA) sowie Sequential Non-Iterative Approach (SNIA) in die Software OpenGeoSys (OGS6) implementiert. Das von Kräutle vorgeschlagene Reduzierungsschema wird in GIA verwendet, um die Anzahl der gekoppelten nichtlinearen Differentialgleichungen zu reduzieren. Das Reduzierungsschema verwendet Linearkombinationen von mobilen und immobile Spezies und trennt die reaktionsunabhngigen linearen Differentialgleichungen von den gekoppelten nichtlinearen Gleichungen (dh Verringerung der Anzahl der Primärvariablen des nicht-linearen Gleichungssystems). Um die Gleichgewichtsreaktionen der Mineralien zu berechnen, wurde ein chemischer Gleichungslaser auf Basis von ”semi-smooth Newton-Iterations” implementiert. Ergebnisse von drei Benchmarks wurden zur Code-Verifikation verwendet. Diese Ergebnisse zeigen, dass die Simulation homogener Equilibriumreaktionen mit GIA 6,7 mal schneller und bei kinetischen Reaktionen 24 mal schneller als SNIA sind. Bei Simulationen heterogener Equilibriumreaktionen ist SNIA 4,7 mal schneller als der GIA Ansatz.
9

Particle tracking of reactive transport with groundwater in a tailings dam / Partikelspårning av reaktiv transport med grundvatten i en anrikningsdamm

Kokkirala, Rohith January 2024 (has links)
This study focuses on the particle tracking of reactive transport with groundwater in a tailing dam, specifically at the Malmberget mine in Northern Sweden. Understanding the geochemical behaviour of major elements and trace metals in the subsurface environment with a focus on the tailings sand and moraine layers. The mobility and interactions of pollutants through a period of time were simulated using advanced modelling programmes such as FASTREACT, PHREEQC, and MIKE SHE.  The results reveal that major elements such as calcium (Ca), sodium (Na), and sulphate (SO₄) remain stable, indicating minimal geochemical reactions within the tailings sand layer. A decline in pH, primarily due to pyrite oxidation, highlights key geochemical changes. Trace metals, including cobalt (Co), copper (Cu), nickel (Ni), strontium (Sr), uranium (U), and zinc (Zn), maintain constant concentrations, attributed to the uniformity of processed water both as the infiltrating and existing solution in the tailings sand. In the moraine layer, the incoming water supersedes the existing water, achieving the concentration of the incoming water after subsurface mixing. Consequently, it is essential to assess the concentration reaching the lake to determine safety levels.  In the closure scenario, rainwater replaces the processed water as the infiltrating solution, resulting in gradual dilution and displacement of the original process water chemistry within the tailings sand. This natural attenuation process enhances subsurface water quality by reducing contaminant levels initially introduced by mining operations. In moraine, the incoming concentration from the sand supersedes that of the existing groundwater, leading to an increase in the concentration of the moraine layer. The study also examines travel times, indicating rapid particle movement through the sand layer and more variable travel times through the moraine layer, reflecting geological heterogeneities.  The study emphasises the importance to combine geochemical and hydrological models when evaluating tailings dam effects on the ecosystem in order to decrease the negative consequences of mining operations. The study recommends that future work should add dynamic situations and precise geochemical interactions to improve the knowledge of contaminant behaviour, while accepting limitations such as the assumption of steady-state flow and simplified geochemical processes.  Overall, this study contributes to the development of sustainable mining practices and the protection of surrounding water resources by providing a comprehensive analysis of a simple subsurface geochemical and hydrological processes and their impacts. / Denna studie fokuserar på partikelspårning av reaktiv transport med grundvatten i en avfallsdamm, specifikt vid Malmbergets gruva i norra Sverige. Förstå det geokemiska beteendet hos viktiga grundämnen och spårmetaller i den underjordiska miljön med fokus på avfallssand och moränlager. Föroreningarnas rörlighet och interaktioner under en tidsperiod simulerades med hjälp av avancerade modelleringsprogram som FASTREACT, PHREEQC och MIKE SHE.  Resultaten visar att huvudämnen som kalcium (Ca), natrium (Na) och sulfat (SO4) förblir stabila, vilket indikerar minimala geokemiska reaktioner i avfallssandskiktet. En minskning av pH, främst på grund av pyritoxidation, belyser viktiga geokemiska förändringar. Spårmetaller, inklusive kobolt (Co), koppar (Cu), nickel (Ni), strontium (Sr), uran (U) och zink (Zn), upprätthåller konstanta koncentrationer, vilket tillskrivs enhetligheten hos bearbetat vatten både som infiltrerande och befintlig lösning i avfallssanden. I moränskiktet ersätter det inkommande vattnet det befintliga vattnet och uppnår koncentrationen av det inkommande vattnet efter blandning under ytan. Följaktligen är det viktigt att bedöma koncentrationen som når sjön för att fastställa säkerhetsnivåer.  I stängningsscenariot ersätter regnvatten det processade vattnet som den infiltrerande lösningen, vilket resulterar i gradvis utspädning och förskjutning av den ursprungliga processvattenkemin i avfallssanden. Denna naturliga dämpningsprocess förbättrar vattenkvaliteten under ytan genom att minska föroreningsnivåerna som initialt introducerades av gruvdrift. I morän ersätter den inkommande koncentrationen från sanden den i det befintliga grundvattnet, vilket leder till en ökning av koncentrationen av moränlagret. Studien undersöker också restider, vilket indikerar snabb partikelrörelse genom sandlagret och mer varierande restider genom moränlagret, vilket återspeglar geologiska heterogeniteter.  Studien understryker vikten av att kombinera geokemiska och hydrologiska modeller vid utvärdering av avfallsdammseffekter på ekosystemet för att minska de negativa konsekvenserna av gruvdrift. Studien rekommenderar att framtida arbete bör lägga till dynamiska situationer och exakta geokemiska interaktioner för att förbättra kunskapen om föroreningars beteende, samtidigt som begränsningar som antagandet om steady-state flöde och förenklade geokemiska processer accepteras.  Sammantaget bidrar denna studie till utvecklingen av hållbara gruvdriftsmetoder och skyddet av omgivande vattenresurser genom att tillhandahålla en omfattande analys av en enkel underjordisk geokemiska och hydrologiska processer och deras effekter.
10

Reactive transport modeling at hillslope scale with high performance computing methods

He, Wenkui 07 December 2016 (has links) (PDF)
Reactive transport modeling is an important approach to understand water dynamics, mass transport and biogeochemical processes from the hillslope to the catchment scale. It has a wide range of applications in the fields of e.g. water resource management, contaminanted site remediation and geotechnical engineering. To simulate reactive transport processes at a hillslope or larger scales is a challenging task, which involves interactions of complex physical and biogeochemical processes, huge computational expenses as well as difficulties in numerical precision and stability. The primary goal of the work is to develop a practical, accurate and efficient tool to facilitate the simulation techniques for reactive transport problems towards hillslope or larger scales. The first part of the work deals with the simulation of water flow in saturated and unsaturated porous media. The capability and accuracy of different numerical approaches were analyzed and compared by using benchmark tests. The second part of the work introduces the coupling of the scientific software packages OpenGeoSys and IPhreeqc by using a character-string-based interface. The accuracy and computational efficiency of the coupled tool were discussed based on three benchmarks. It shows that OGS#IPhreeqc provides sufficient numerical accuracy to simulate reactive transport problems for both equilibrium and kinetic reactions in variably saturated porous media. The third part of the work describes the algorithm of a parallelization scheme using MPI (Message Passing Interface) grouping concept, which enables a flexible allocation of computational resources for calculating geochemical reaction and the physical processes such as groundwater flow and transport. The parallel performance of the approach was tested by three examples. It shows that the new approach has more advantages than the conventional ones for the calculation of geochemically-dominated problems, especially when only limited benefit can be obtained through parallelization for solving flow or solute transport. The comparison between the character-string-based and the file-based coupling shows, that the former approach produces less computational overhead in a distributed-memory system such as a computing cluster. The last part of the work shows the application of OGS#IPhreeqc for the simulation of the water dynamic and denitrification process in the groundwater aquifer of a study site in Northern Germany. It demonstrates that OGS#IPhreeqc is able to simulate heterogeneous reactive transport problems at a hillslope scale within an acceptable time span. The model results shows the importance of functional zones for natural attenuation process. / Modellierung des reaktiven Stofftranports ist ein wichtiger Ansatz um die Wasserströmung, den Stofftransport und die biogeochemischen Prozesse von der Hang- bis zur Einzugsgebietsskala zu verstehen. Es gibt umfangreiche Anwendungsgebiete, z.B. in der Wasserwirtschaft, Umweltsanierung und Geotechnik. Die Simulation der reaktiven Stofftransportprozesse auf der Hangskala oder auf größeren Maßstäbe ist eine anspruchsvolle Aufgabe, da es sich um die Wechselwirkungen komplexer physikalischer und biogeochemischen Prozesse handelt, die riesigen Berechnungsaufwand sowie numerischen Schwierigkeiten bezogen auf die Genauigkeit und die Stabilität nach sich ziehen. Das Hauptziel dieser Arbeit besteht darin, ein praktisches, genaues und effizientes Werkzeug zu entwickeln, um die Simulationstechnik für reaktiven Stofftransport auf der Hangskala und auf größeren Skalen zu verbessern. Der erste Teil der Arbeit behandelt die Simulation der Wasserströmung in gesättigten und ungesättigten porösen Medien. Das Anwendungspotential und die Genauigkeit verschiedener numerischer Ansätze wurden mittels einiger Benchmarks analysiert und miteinander verglichen. Der zweite Teil der Arbeit stellt die Kopplung der wissenschaftlichen Softwarepakete OpenGeoSys und IPhreeqc mit einer stringbasierten Schnittstelle dar. Die Genauigkeit und die Recheneffizienz des gekoppelten Tools OGS#IPhreeqc wurden basierend auf drei Benchmark-Tests diskutiert. Das Ergebnis zeigt, dass OGS#IPhreeqc die ausreichende numerische Genauigkeit für die Simulation reaktiven Stofftransports liefert, welcher sich sowohl auf die Gleichgewichtsreaktion als auch auf die kinetische Reaktion in variabel gesättigten porösen Medien beziehen. Der dritte Teil der Arbeit beschreibt zuerst den Algorithmus der Parallelisierung des OGS#IPhreeqc basierend auf dem MPI (Message Passing Interface) Gruppierungskonzept, welcher eine flexible Verteilung der Rechenressourcen für die Berechnung der geochemischen Reaktion und der physikalischen Prozesse wie z.B. Wasserströmung oder Stofftransport ermöglicht. Danach wurde die Leistungsfähigkeit des Algorithmus anhand von drei Beispielen getestet. Es zeigt sich, dass der neue Ansatz Vorteile gegenüber die konventionellen Ansätzen für die Berechnung von geochemisch dominierten Problemen bringt. Dies ist vor allem dann der Fall, wenn nur eingeschränkter Nutzen aus der Parallelisierung für die Berechnung der Wasserströmung oder des Stofftransportes gezogen werden kann. Der Vergleich zwischen der string- und der dateibasierten Kopplung zeigt, dass die erstere weniger Rechenoverhead in einem verteilten Rechnersystem, wie z.B. Cluster erzeugt. Der letzte Teil der Arbeit zeigt die Anwendung von OGS#IPhreeqc für die Simulation der Wasserdynamik und der Denitrifikation im Grundwasserleiter eines Untersuchungsgebietes in NordDeutschland. Es beweist, dass OGS#IPhreeqc in der Lage ist, reaktiven Stofftransport auf der Hangskala innerhalb akzeptabler Zeitspanne zu simulieren. Die Simulationsergebnisse zeigen die Bedeutung der funktionalen Zonen für die natürlichen Selbstreinigungsprozesse.

Page generated in 0.0587 seconds