Heriot-Watt University

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    4689 research outputs found

    Transient frequency modulation absorption spectroscopy as a probe of gas-liquid scattering

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    This thesis reports the first investigation of gas-liquid scattering dynamics via transient frequency modulated absorption spectroscopy (TFMAS). Using this technique in the near infrared (NIR), the inelastic scattering of gaseous CN(X 2Σ +) radicals from fluorinated and aliphatic liquid surfaces was found to be predominantly impulsive. These experiments also demonstrated the first application of a glow discharge to produce supersonically cooled CN(X) radicals in situ. A large fraction of these incident radicals was lost on contact with the potentially reactive hydrocarbon, most probably to hydrogen abstraction to form HCN. Subsequently, an entirely new TFMAS probe, with the capabilities to observe this unseen channel, was built to access the mid-infrared (MIR) region. Difference frequency generation (DFG) of tuneable NIR and single-frequency 1064 nm lasers was performed in periodically poled lithium niobate (PPLN) to generate the MIR. This probe was characterised by proof-of-principle experiments, including preliminary studies of inelastic CH4 scattering, and found to be sensitive, narrowband and possess Gaussian mode-quality. Accompanying Monte-Carlo simulations of both NIR- and MIR-TFMAS experiments supported the mechanistic conclusions drawn for CN(X) scattering and indicated that modifications to the CH4 experiments, including improvements in the signal-to-noise, are required to observe scattering in individual quantum states. On their implementation, the new MIR probe may then be used to investigate both inelastic and reactive interactions of innumerable interesting and relevant gas-liquid systems via the ubiquitous fundamental vibrational modes of closed-shell species, such as C–H, N–H and O–H stretches

    The role of the audit partner in the auditor-client economic bond, auditor rotation and auditor workload

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    This thesis contains the outcome of three separate, but interrelated, empirical analyses on the role of the individual audit partner in the auditor-client economic bond, auditor rotation and auditor workload. The first analysis examines the demand and supply factors associated with the role of the audit partner in the auditor-client economic bond. Specifically, the study examines whether (1) high fee-paying clients consider audit partner quality when appointing an auditor and (2) audit partners compromise their independence for economically important clients. The findings show that, while audit partners influence audit outcomes, clients do not pay above the expected audit fees, either to select low-quality partners to enable them to manage their earnings, or high-quality partners as a way of signalling the strength of their financial statements. The results also show no evidence to suggest that partners compromise their independence for economically important clients, in spite of the possible rewards attached to how much revenue they generate. Together, the findings support the suggestions that the increased regulation of partner activities and improved corporate governance, within the UK, has lessened concerns regarding excessive fees and low audit quality. The second empirical analysis examines the cost/benefit consideration of the requirement for a mandatory partner rotation, with (without) a simultaneous firm change. Prior research conducted on mandatory auditor rotation has been focussed either at the partner or firm level, without recourse to the net incremental benefits (cost) associated with the requirement for both layers of rotation over a single rotation rule. Given the long-standing debate regarding the relative benefits of mandatory auditor rotation, this study aims to provide key contributions that will help to advance policy formulation on the subject. The findings of the study show that the requirement for mandatory partner rotation, without a simultaneous firm change (single rotation), helps to control opportunistic earnings management. In addition, the study observes that, while there exists no evidence of audit quality improvements when mandatory partner rotation is required concurrently with a firm change (dual rotation), there is a significant increase in audit fees. Taken together, these findings provide evidence that the requirement for mandatory partner rotation (but not firm rotation) is associated with increased audit quality. Moreover, the requirement for dual rotation, while offering no improvements to audit quality, could lead to increased audit fees - a key reason as to why dual rotation is not practiced universally. The third and final empirical analysis of this thesis examines the role of the audit partner workload in the audit committee’s auditor selection and retention process. Policymakers posit that the agreement and use of key audit quality indicators by auditing stakeholders could provide insights into the principles of audit quality, whilst also creating incentives for competition that will enhance audit quality. Highlighting the informational value of partner workload in the audit committee’s auditor selection and retention process, policymakers have called on researchers to examine the validity of such indicators in relation to improving audit quality. This section represents a response to this call, by examining the association between audit committee effectiveness (size, independence, and expertise) and audit partner workload. The findings show that two (size and independence) out of the three measures of audit committee effectiveness are positively associated with partner workload. The findings from the study provide novel evidence of the signalling ability of partner workload in the auditor selection process. Drawing on the existing literature on partner workload, the findings suggest that a heavy workload could be indicative of a partner's ability to manage multiple clients and to perform high quality audits.Department of Accountancy, Economics and Finance at Heriot-Watt University Scholarshi

    Improved field scale simulations of Low Salinity Waterflooding using analytical solutions, numerical analysis and upscaling

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    Low Salinity Water Flooding (LSWF) is an emerging enhanced oil recovery (EOR) process that has been increasingly studied due to its potential to reduce residual oil saturation in oil reservoirs. This thesis focuses on modelling LSWF at the field scale. In particular, it aims to improve the representation of flow behaviour and solute transport at the inter well scale. We present in depth analyses of numerical issues that may appear in LSWF simulations and derive two novel upscaling methods. A black oil simulator was used to model this process where the research focused on the fluid flow behaviour at the reservoir scale rather than the underlying mechanism. Two sets of relative permeability were used to simulate the process. Switching from one set to another was salinity dependent. The flow behaviour was first examined in 1D homogenous models. Then, 2D-layered models were studied. Also, we investigated models where permeability and porosity were randomly distributed. We found that an interaction between dispersion and effective salinity range led to a retardation in the fractional flow solution of LSWF with an outcome similar to that produced from adsorption in polymer and other cEOR models. We suggest an empirical correlation to predict that effect which was derived later by linking the fractional flow solution with the advection-dispersion equation. Also, we observed that salinity was transported faster than predicted by the traditional advection-dispersion equation. We modified the advection dispersion equation to capture the advection velocity of the salinity front. We extended the fractional flow solution of chemical flooding and the advection dispersion equation from 1D to 2D non-communicating layers where in such systems the frontal velocities vary as a function of time. We found that dispersion induced by geological heterogeneity affects fluid flow in a manner similar to numerical dispersion. Thus, we can use the numerical dispersion as a proxy for the effects of physical dispersion. In terms of the numerical issues, we found that LSWF models resulted in pulses, false retardation and overestimated recovery factor. Pulses were apparent for stable numerical solutions. We analysed the parameters that induce numerical error and examined the resulting errors which were reduced by upscaling. Two upscaling methods were developed in this thesis where these methods succeeded to control the numerical issues for coarse scale models so that the production data matched the fine scale models. A simplified modelling process is another outcome of this upscaling method where one can use the traditional water flooding models to simulate LSWF

    Speech dereverberation and speaker separation using microphone arrays in realistic environments

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    This thesis concentrates on comparing novel and existing dereverberation and speaker separation techniques using multiple corpora, including a new corpus collected using a microphone array. Many corpora currently used for these techniques are recorded using head-mounted microphones in anechoic chambers. This novel corpus contains recordings with noise and reverberation made in office and workshop environments. Novel algorithms present a different way of approximating the reverberation, producing results that are competitive with existing algorithms. Dereverberation is evaluated using seven correlation-based algorithms and applied to two different corpora. Three of these are novel algorithms (Hs NTF, Cauchy WPE and Cauchy MIMO WPE). Both non-learning and learning algorithms are tested, with the learning algorithms performing better. For single and multi-channel speaker separation, unsupervised non-negative matrix factorization (NMF) algorithms are compared using three cost functions combined with sparsity, convolution and direction of arrival. The results show that the choice of cost function is important for improving the separation result. Furthermore, six different supervised deep learning algorithms are applied to single channel speaker separation. Historic information improves the result. When comparing NMF to deep learning, NMF is able to converge faster to a solution and provides a better result for the corpora used in this thesis

    Understanding distribution in homelessness policy : a normative exploration of the differential treatment of homeless households in England, Scotland and Wales.

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    The social problem of homelessness evokes strong ethical responses but the role of values in this area has been relatively underexplored. This thesis responds to calls for more normatively engaged work in homelessness and housing studies by using concepts from distributive justice to explore the different entitlements of three sub-groups of homeless households (families with children, young people, and single people) under contemporary homelessness policy in England, Scotland and Wales. This work aims to improve conceptual clarity regarding normative principles relevant to homelessness policy, generate empirical evidence of how these principles apply to and interact within contemporary policy, and develop an evaluative framework through which normative elements of homelessness policy can be critically assessed. Underpinned by the critical realist position that ‘invisible’ social phenomena such as normative perspectives can have a causal impact on empirically identifiable social realities, the thesis draws upon scholarship from within moral and political philosophy to identify normative grounds for affording different levels of support or entitlements to different types of homeless household. Six principles in particular emerge as relevant to different positions in homelessness policy: need, desert, vulnerability, utility, rights, and equality. The relationship between these principles and contemporary homelessness policy in England, Scotland and Wales is explored through primary empirical work, including analysis of key policy documents and in-depth interviews with thirty-eight key informants. This evidence shows how these plural values are balanced differently across the three nations, with an emphasis on responding to acute need in England, a rights-based approach in Scotland, and a distinct split between these ‘selective’ and ‘universal’ positions in Wales. The combination of national homelessness systems and UK-wide welfare policy produces three distinct household groups: families with children, whose vulnerability and ‘blamelessness’ underpins strong protections; young people, conceptualised as vulnerable but offered only ‘patchy’ support; and single adults, historically deprioritised but gaining increasing policy attention motivated by principles of equality and concern about acute need. The thesis develops three tools for evaluating the defensibility of these relationships in normative terms: assessments of internal consistency, theoretical coherence, and reasonableness in the context of pluralism. Viewing homelessness policy through these different lenses demonstrates how a normative perspective can uncover sites of conflict, reveal policy areas ripe for change, and indicate directions of travel that could resolve tensions between principles and practice. In particular, the thesis highlights a shifting and perhaps diminishing role for the principle of desert in relation to homelessness and incremental moves towards ‘universalist’ policy in this area. The work contributes to a growing body of scholarship applying normative ideas to homelessness. It offers novel strategies for understanding and engaging with normative issues in homelessness policy and demonstrates how this kind of normative work can aid in mapping the policy landscape, offering conceptual clarity that supports identification of themes and distinctions between positions. This forms a strong position from which to evaluate different policy approaches, comparing them against criteria such as established moral positions or consistency with the policy’s stated aims, and enables practitioners and policymakers to take account of the moral and social context when determining future directions.Economic and Social Research Council (ESRC) funding

    Analysis and origin of characteristic aroma of whisky matured in ex-red wine casks

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    Traditionally, ex-bourbon and ex-Sherry casks are used for maturation of Scotch whisky. Recently however, maturation in other types of cask such as ex-red wine casks or rum casks has become popular as a method to extend the flavour profile. For example, whisky matured in ex-red wine casks has a characteristic, strawberry-like, sweet and sour aroma. We have investigated the key components of the characteristic sweet aroma imparted during ex-red wine cask maturation using fractionation techniques and mass spectrometry-olfactometry (GC/MS-O). The results of fractionation experiments showed that the sweet aroma was found in the neutral and mid-polar fraction. The results of GC/MS-O analysis of the neutral and mid-polar fraction showed that 2-heptanone, 2-nonanone, 1,1-diethoxyethane, diethyl succinate, γ-nonalactone and trans-oak lactone provided sweet, fruity and green aromas and were present at higher concentrations in ex-red wine cask matured whisky compared to remade hogshead cask matured whisky. In addition, spiking tests revealed that whilst each of these compounds individually contributed to the sweet character, it was the combination of all these compounds that gave more complexity and was closer to the target ex-red wine cask character. Furthermore, whilst acidic compounds such as acetic acid, propionic acid, ethyl lactate and 3-hydroxy-2-butanone did not have a sweet aroma, they did enhance this aroma and the ex-red wine cask maturation character. Therefore, these results suggest that the characteristic aroma of whisky matured in ex-red wine casks is complex and attributable to several different compounds

    Novel structural details to mitigate progressive collapse in steel nominally-pinned joints

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    Steel structures are frequently used worldwide. The beam-column connections play a vital role in those structures. In a case of column removal due to blast, fire or vehicle impact, the disproportionate collapse can occur if the robustness of the joint is not enough and the failure propagates to other members. Current design practices require that the beam-column joints shall withstand a minimum tie force to prevent progressive collapse. However, several pieces of research have shown that nominally pinned joints which are commonly used in steel frames cannot provide the required tie force while undergoing significant rotations imposed by a column removal event. The present thesis proposes a set of novel structural detail to be added to the steel nominally pinned joints to arrest progressive collapse by enhancing both their tensile resistance and rotation capacity. The proposed structural details exploit the exceptional strength and ductility of Duplex stainless steel pins (SSPs) under bending which allows them to withstand excessive deformation prior to their fracture. First, the monotonic fracture capacity of SSPs was experimentally evaluated followed by the calibration of numerical models with the capability of predicting fracture of SSPs. Employing the calibrated numerical models, a set of parametric study was carried out on various geometry properties of SSPs to develop a design procedure to reliably achieve the required levels of tie force and rotation in a joint. An experimental programme including static and dynamic tests on the proposed joint was presented, discussed, and simulated in Abaqus. In addition, more analyses were conducted to determine the Dynamic Increase Factor (DIF). Finally, the proposed joint was modelled as a 3D connection including the primary and secondary directions. It was observed that the proposed joint significantly increases the joint rotation while providing appreciable tie force compared to standard fin plate connection.Heriot-Watt University scholarshi

    Development of a novel bio-ink for 3D bioprinting liver tissue models

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    Given the essential biological role the liver plays, reliable and reproducible in vitro models are vital for furthering research in many fields. The current in vitro liver models have limitations, most often that they are two-dimensional and lack critical architectural features of the endogenous liver. The goal of this research project was to utilise stem cell-derived hepatocytes, and the cancer cell-line HepaRG, to develop a 3D tissue model that can be bioprinted in a high throughput manner. Initial experiments with human embryonic stem cells (hESCs) resulted in high levels of cell death. Robust viability of encapsulated hESCs was achieved by first generating hESCs before encapsulation. Preliminary differentiation of hESCs within the alginate was inefficient soit was necessary to adapt the differentiation protocol for stem cell-derived hepatocytes. This was achieved by preloading the alginate with growth factors andelongating the initial differentiation step. Identification of porous hydrogels was essential for permeation of crucial growth factors throughout the bioprinted structures to control differentiation. Carboxymethyl cellulose was identified as producing the most porous hydrogels in combination with alginate, determined through the leaching of fluorescent proteins from the gel. The previous results were translated to the liver cell line, HepaRG cells. The carboxymethyl cellulose and alginate composite supported the highest function from the HepaRG cells. This bioink of encapsulated HepaRGs was then bioprinted in a high throughput manner into 96 well plates using a custom designed 3D model. These HepaRG-laden structures were subsequently used for a hepatotoxicity drug assay. The structures showed expected levels of hepatotoxicity in response to these molecules. This work demonstrated the feasibility of generating reproducible and reliable liver tissue in vitro, which could be used for mid to high throughput research

    The future of plug-in hybrid passenger cars in Europe

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    This research study establishes the most likely scenarios for which plug-in hybrid passenger vehicles will be used as company cars within the European Union by 2035. Due to increasing oil costs and environmental unpopularity of the normal diesel or petrol engine car, it is expected that the electric car will eventually take over. However, electric cars still have major challenges to overcome with limited mileage range between charging intervals and sparsely located charge points from which to recharge the car battery. For this reason, the plug-in hybrids, which have both electric and petrol/diesel power options, have the potential to begin replacing the normal combustion engine car while providing some of the cost and environmental benefits of the electric car not yet sufficiently developed. Using the Delphi method and the expert knowledge of stakeholders in the automotive and company car fleet sectors; this study has obtained their privileged viewpoints on various future scenarios for plug-in hybrids. These viewpoints, following some statistical analysis, were shared anonymously among an expert panel to facilitate further discussion. The results were then reviewed and used to create an interview guide in order to carry out semi-structured interviews with fifteen ‘subject matter experts’. Interview transcripts were subject to thematic analysis from which themes were derived and final scenarios concluded the future of plug-in hybrid cars in the European company car fleet. Results indicated a mixed model of passenger cars power chains by 2035, with plug-in hybrids in a declining market. Fully electric cars dominate, with a minority, but growing share of the market, going to hydrogen vehicles. Cars powered by hydrogen fuel cells will eventually disrupt the entire European car market in the 2040s, as hydrogen gas becomes more efficiently produced. Understanding the potential for plug-in hybrid technology as the next market innovation disrupter in the car industry and developing a methodology from which to research this, makes an important theoretical contribution to research on emerging car technologies. It also fulfils the current knowledge gap that exists regarding diffusion of this technology platform in the automotive and financial leasing markets. It provides valuable direction to passenger car fleet providers and car manufacturers alike, as they struggle with new technology innovations in the automotive sector and with investment strategies required to make the proposed transition to electric vehicles

    Robust dense visual SLAM using sensor fusion and motion segmentation

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    Visual simultaneous localisation and mapping (SLAM) is an important technique for enabling mobile robots to navigate autonomously within their environments. Using cameras, robots reconstruct a representation of their environment and simultaneously localise themselves within it. A dense visual SLAM system produces a high-resolution and detailed reconstruction of the environment which can be used for obstacle avoidance or semantic reasoning. State-of-the-art dense visual SLAM systems demonstrate robust performance and impressive accuracy in ideal conditions. However, these techniques are based on requirements which limit the extent to which they can be deployed in real applications. Fundamentally, they require constant scene illumination, smooth camera motion and no moving objects being present in the scene. Overcoming these requirements is not trivial and significant effort is needed to make dense visual SLAM approaches more robust to real-world conditions. The objective of this thesis is to develop dense visual SLAM systems which are more robust to real-world visually challenging conditions. For this, we leverage sensor fusion and motion segmentation for situations where camera data is unsuitable. The first contribution is a visual SLAM system for the NASA Valkyrie humanoid robot which is robust to the robot’s operation. It is based on a sensor fusion approach which combines visual SLAM and leg odometry to demonstrate increased robustness to illumination changes and fast camera motion. Second, we research methods for robust visual odometry in the presence of moving objects. We propose a formulation for joint visual odometry and motion segmentation that demonstrates increased robustness in scenes with moving objects compared to state-of-the-art approaches. We then extend this method using inertial information from a gyroscope to compare the contributions of motion segmentation and motion prior integration for robustness to scene dynamics. As part of this study we provide a dataset recorded in scenes with different numbers of moving objects. In conclusion, we find that both motion segmentation and motion prior integration are necessary for achieving significantly better results in real-world conditions. While motion priors increase robustness, motion segmentation increases the accuracy of the reconstruction results through filtering of moving objects.Edinburgh Centre for RoboticsEngineering and Physical Sciences Research Council (EPSRC

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