abstract: Light Emitting Diodes even with their longer life, robust build and low power consumption, they are still plagued by some problems the most significant of which are the current droop and thermal droop. Current droop causes a lowering in the Internal Quantum Efficiency with increased current injection while thermal droop lowers the whole Internal Quantum Efficiency curve with increase in temperature. The focus here was understanding effects of thermal droop and develop a method to control it. Shockley Read Hall recombination plays a dominant role in the thermal droop effect when the current injection is low. Since the blue light emitting diode is based on Gallium Nitride, we need to take into consideration the effect of piezoelectric polarization in the quantum wells. The effects of the piezoelectric fields were studied based on the Gallium Nitride plane orientations. It was found in a Gallium Nitride light emitting diodes simulation study that more the number of quantum wells, lower would be the Radiative recombination rate. The problem of exacerbated spatial separation of electron hole wavefunctions in a thick single quantum well structure lead to the development of a dual well structure where one well assisted the other during high temperature operations. The Electron Blocking Layer was reduced in thickness and was made only 10 nm thick with a 5 nm Gallium Nitride buffer between it and the active region wells. The main reason for reducing the electron blocking layer thickness was to reduce the valance band offset and improve hole transport into the active region. Three different dual well designs were simulated of 3nm, 6nm and 9nm wide wells. The output parameters like the Power Spectral Density, Electron bound density, Light Output Power and Electron-Hole wavefunction overlaps were calculated. It was found that one of the wells acted as an assisting well where it had very little radiative recombination activity in it at room temperature. As the temperature increased, it was observed that the electrons in the main well started to overflow out of it and into the assisting well where the radiative recombination rate increased significantly. This lead to a boost in Internal Quantum Efficiency. / Dissertation/Thesis / Masters Thesis Electrical Engineering 2017

The health of the transmission power transformers in the power system networks is critical to the reliability of electricity supply. Knowing the precise life expectancy of the transmission power transformer is of vital importance as it permits an optimised asset replacement. The traditionally regarded transmission power transformer’s life expectancy of 40 years is considered dated for the transformers in the UK according to the transformer life data in 2010. In this thesis, it is aimed to investigate the life expectancy of the transmission power transformer in the UK from three aspects: statistical analysis on historic transformer life data, thermal modelling of in-service transformers, and through the in-service transformers’ furan measurements.A detailed statistical analysis shows that deriving the transformer’s reliability at a certain age by calculating the hazard rate is inadequate, as the hazard rate at each age has a statistical range in which the confidence band width is related to the amount of the reliability data. The transformer life data in all ages are grouped together to derive a general hazard rate of 0.27%. It is concluded that the transformer life expectancy could not be derived via statistical approaches due to the limited data available at the older transformer ages.As an alternative approach, regarding the life of insulating paper as the ultimate life of a transformer, the thermal model published by the IEC transformer loading guide 60076-7 is reviewed and extended to estimate a transformer’s thermal lifetime. The model is improved in two aspects, such that Arrhenius equation is adopted to consider the paper’s practical ageing mechanism of oxidation and hydrolysis when calculating the paper’s ageing rate; and the model takes consideration of the paper’s moisture accumulation effect.The developed thermal model is used to reversely derive the generally unknown model input – hot-spot factor, by the means of regarding the scrapped transformer’s degree of polymerisation (DP) predicted thermal lives as a benchmark. Assigning the derived hot-spot factor to the field units with regard to the design family, the thermal lives of 106 in-service transformers have been estimated. To enlarge the life sample, the modelling lives are combined with the 79 scrapped transformers’ DP predicted thermal lives. The thermal life expectancy, defined as the median life of the sample set, is derived as 88 years. A series of sensitivity studies are performed to examine the derived life expectancy’s responses on the variations of load, winding-to-oil gradient, top-oil temperature rise, and the setting of winding temperature indicator.As a non-intrusive approach in transformer’s insulating paper assessment, the correlations between the 2-furaldehyde (2FAL) concentration dissolved in transformer oil and paper’s DP derived by different laboratories are reviewed which are found to differ significantly. As a first-time attempt to derive the 2FAL-DP correlation relationship for the field transformers, the paper’s DP is estimated at the age when oil was sampled using the thermal model, and is plotted with the 2FAL measurement. De Pablo’s equation is found to fit the plot of the DP estimates against the 2FAL measurements better than other function formats. The 2FAL concentrations corresponding to the paper’s critical DP levels are given using the developed 2FAL-DP correlation relationship.

Manufacturers of feedwater heaters (FWHs) are obliged to disclose a specification sheet to the client that describes their FWH design. However, the client is unable to verify the performance of this FWH design without comparing it to the results that are predicted by a thermal model. An additional limitation is that the manufacturer will only disclose the minimum number of design parameters. The purpose of this study was to develop a thermal model that can predict the performance of a FWH. The model requires the minimum design input data to predict the performance parameters that may be compared to values predicted by the vendor. A FWH in a regenerative water-steam Rankine cycle achieves heat transfer to the feedwater by condensing steam on the shell side. This is called a single zone FWH. The tube plate type FWH is the most common type of FWH referenced in literature but the following variations may exist: • The Eskom fleet consist of both tube plate and header type FWHs. • FWHs may be orientated vertically or horizontally. Internal shrouded regions, that define it as a 2 or 3 zone FWH, may be present in the FWH. The length of the drains cooler (DC) zone may either be identified as long or short. A general model was required to capture all these design variations. Plant visits were arranged with engineers at several power stations to obtain the minimum input data and to confirm that these FWH design variations existed within the Eskom fleet. The model was based on existing tube plate models found in literature. It was then extended to accommodate the FWH variations mentioned above. A further improvement was made by including an additional heat transfer sub-zone that removes excess superheat in the condensing (COND) zone. The vendor does not disclose the correlations used to predict the film heat transfer coefficients (h) in their design. Therefore, the user is granted the option of selecting a correlation from a list of popular correlations, specific to a heat transfer mode. Note that the uncertainty associated with this thermal model is affected by the uncertainty of each correlation selected in the model.

Termisk modellring av hårdhet genom beräkning och simulering av den värmepåverkade zonen i en lasersvetsad stålplatta är en omfattande process. Dock är analysen viktig då mikrostrukturella fastransformationer förorsakade av svetsningen kan ge oönskade hårdhetsnivåer av den värmepåverkade zonen jämfört med hårdeheten i basmaterialet. I denna avhandling har analytiska ekvationer implementerats och testats för validitet mot simuleringar gjorda av andra författare och mot experimentella värden.Eftersom termisk modellering av svetsar är ett omfattande område var avhandlingen tvungen att smalnas av för att göra analysen mer fokuserad. Begränsningar gjordes för den matematiska modelleringen genom att endast titta på två-dimensionellt värmeflöde i svetsade plattor där endast den analytiska lösningen är av intresse. Arbetet har också inriktats mot stål då detta material är vida använt över hela världen. Då lasersvetsning är en snabb och kostnadseffektiv process så är hårdhetsanalysen av största vikt. Avhandlingen är uppdelad i tre övergripande delar; den första är att ta fram och förstå arbetet som gjorts inom termisk modellering av svetsar, alltså förstå matematiken bakom problemet. Modelleringen är till för att producera diagram parametrar från en termisk cykel, för att kunna fortgå med korrekt hårdhets analys. För det andra så sätts den matematiska modelleringen på prov i ett antal situationer som var och en simulerar olika förutsättningar. Detta gjordes i ett grafiskt användargränssnitt av ren bekvämlighet. Detta gör att ingenjörer lätt kan implementera olika egenskaper för materialet och få fram diagram och kurvor.Sist, ett liknande grafisk användargränssnitt för att simulera hårdheten i valfri punkt i den värmepåverkade zonen programmerades och därigenom implementerades ekvationerna som denna avhandling handlar om i grund och botten. En teoretisk bakgrund till fasomvandlingen är också inkluderad som förklaring till grundproblemet med oönskad hårdhet i den värmepåverkade zonen i lasersvetsat stål.Huvudslutsatser i avhandlingen:•Matematisk modellering av värmeöverföring i svetsar genomförd av Rosenthal är fortfarande applicerbar på modern lasersvetsningsapparatur. •Den empiriska modellen från Ion et al. (1984) är ej applicerbar med godkänt resultat för hårdhetsuppskattning.•Ekvationerna från Ion (2005) är statistiskt godkända för att simulera hårdhet.•Den analytiska lösningen är överlägsen den numeriska när det gäller snabb och enkel implementering för att simulera termiska cykler och hårdhet, medan den numeriska lösningen kan ta i beaktning mera avancerade egenskaper.•Förvärming av stålet innan svetsning kan vara mycket fördelaktigt för hårdheten i den värme-påverkade zonen, speciellt vid högre kolekvivalent. / Thermal modelling of hardness in the heat-affected zone (HAZ) in a laser welded steel plate is a cumbersome process both in calculation and simulation. The analysis is however important as the microstructural phase transformations induced by welding may cause unwanted hardness levels in the HAZ compared with that of the parent material. In this thesis analytical equations have been implemented and checked for validity against simulations made by other authors and against experimental values.With such a large field as thermal modelling, the thesis had to be narrowed down to make the analysis more subject focused. Limitations made were for mathematical modelling only looking at a two-dimensional heat flow in welded plates; in this thesis only the analytical solution to the heat flow is considered. The work was also directed towards steel; such a material as used largely all over the globe. As laser welding is a fast and cost-effective process, an analysis of hardness is of great importance. Work was divided into three overlapping parts; the first was to derive and understand the work done in the field of thermal modelling of welds, thus understanding the mathematics behind the basic problem. This modelling provides a number of curves and parameters from a thermal cycle, thus enabling one to do the hardness analysis correctly. Secondly, this mathematical modelling was applied to a number of cases, simulating different circumstances. This was done using self-programmed Graphical User Interfaces (GUI) for convenience. This enables engineers to easily plug in the materials and processing properties and thus simulate the required parameters and curves for further analysis.Lastly, a GUI for simulating the hardness of any point in the HAZ was programmed and used, thus implementing and validating the equations. A theoretical introduction of the phases induced in the HAZ is also included, in order of understanding the problems of unwanted hardness in the HAZ of laser-welded steel.Main conclusions of this thesis:•Mathematical modelling of heat transfer in welds by Rosenthal (1946) is still applicable for modern laser welding apparatus.•The empirical model presented by Ion et al. (1984) is not applicable with experimental results of hardness in the HAZ of the steels investigated here.•Equations by Ion (2005) are accurate for simulating the hardness.•The analytical solutions investigated are superior to numerical solutions with regard to quick, simple simulations of thermal cycles and hardness. Numerical solutions allows for more advanced modelling, which can be lengthy.•Preheating the steel prior to welding is favourable in reducing hardness levels, especially with steel of higher carbon equivalent.

Der weltweit steigende Energiebedarf stellt die Menschheit vor immer größere Herausforderungen. Im Angesicht des Klimawandels und der begrenzten Verfügbarkeit von fossilen Energieträgern liegt eine besondere Verantwortung bei der Entwicklung von erneuerbaren Energieressourcen. Dabei spielt die Geothermie eine besondere Rolle, da sie zur Deckung der Grundlast geeignet ist. Zu der Bewertung von geothermischen Potentialen leisten die Geowissenschaften einen großen Beitrag. Das geothermische Potential eines Standorts hängt vor allem von der Art und Ausbreitung von Störungszonen ab, da sie wesentlich den Grundwasserfluss kontrollieren. In dieser Arbeit werden verschiedene geowissenschaftliche Methoden miteinander kombiniert, um die Wirksamkeit von Störungszonen zu bewerten. Strukturgeologische Kartierungen und hydrogeologische Felduntersuchungen erklären die Ausbreitung und hydraulische Funktion von Störungszonen im Untersuchungsgebiet. Geohydrochemische Untersuchungen geben Auskunft über Fluid- und Gesteinszusammensetzung und deren Wechselwirkungen. Numerische Simulationen des Gebietes zeigen, dass sowohl Störungszonen als auch Fluideigenschaften wichtig für die Verteilung von Druck und Temperatur im Reservoir sind. Das Untersuchungsgebiet ist das Hochenthalpy-Geothermiefeld Lahendong in Sulawesi (Indonesien). Ein Kraftwerk produziert hier 80 MW Elektrizität. Die ersten Untersuchungen im Gebiet starteten in den 1970er Jahren. Jedoch sind Genese und Verteilung der thermalen Wässer noch nicht komplett verstanden. Das aktuelle konzeptionelle Modell zeigt eine Aufteilung in mehrere Reservoirbereiche. Die verschiedenen Bereiche sind durch horizontal impermeable Störungszonen voneinander getrennt. Den nördlichen Bereich kennzeichnen saure Wässer und den südlichen Teil pH-neutrale Wässer. Auch die Produktivität variiert stark zwischen den beiden Reservoirbereichen. In vertikaler Richtung sind Störungszonen jedoch durchlässig, was dazu führt, dass heiße Quellen entlang von Störungen oder deren Kreuzungspunkten auftreten. Die Reservoirgesteine in Lahendong sind basaltische Andesite, Tuffe und vulkanische Brekkzien. Die Permeabilitätsverteilung der Störungszonen wird durch die Ausbreitung von Rissen kontrolliert. Risse sind vor allem in der Bruchzone der Störung verbreitet, was zu einer hydraulischen Durchlässigkeit parallel zur Störung führt. Die Unterteilung des Reservoirs in Lahendong wird durch diese Rissverteilung bestimmt. Der nördliche saure Teil des Reservoirs ist durch höhere Produktivitätsraten, Gasaustritte an der Oberfläche und stark alterierte und geklüftete Gesteine im Untergrund charakterisiert. Der südliche Abschnitt ist heißer und hat weniger stark alterierte Gesteine. Die beobachteten Reservoireigenschaften wurden von hydrochemischen und hydraulischen Modellierungen bestätigt. Der Grundwasserfluss mit Neubildung und Austritten aus dem Reservoir ist im Gelände und im Modell vor allem durch Störungszonen kontrolliert. Jedoch ist der Grundwasserfluss auch durch den Aggregatzustand des Wassers beeinflusst. Für die Modellierung von 2-Phasen-Ausbreitung müssen die Permeabilitäten angepasst werden, um gleiche Temperatur- und Druckbedingungen zu modellieren. Der Hauptbeitrag dieser Arbeit liegt in der Demonstration, dass eine systematische strukturgeologische Analyse für das Verständnis von Grundwasserfluss in geothermischen Reservoiren unentbehrlich ist. Es wurde bestätigt, dass die Kombination von tektonischen, hydrogeologischen und geohydrochemischen Informationen den wichtigsten Beitrag für das Verständnis von Grundwasserströmungen leistet. Die Grundwasserströmung ist der wichtigste Faktor für die Wahl des richtigen Standortes für Produktion und Injektion in geothermischen Feldern. Eine detaillierte Analyse gewährleistet eine nachhaltige Nutzung des Feldes und verringert Risiken, wie schwach produzierende Bohrungen oder die Produktion von stark korrosiven Wässern. Auf dieser Grundlage kann eine Felderweiterung geplant werden, wie es in Lahendong angedacht ist.

Cette thèse présente un modèle thermique et électrique de paroi photovoltaïque (PV) intégrée ou semi-intégrée au bâtiment. La particularité du modèle est le transfert de chaleur entre le panneau et le bâtiment, décrit de telle manière que leurs modèles respectifs soient totalement couplés. Ceci a l'avantage de permettre la prédiction de l'impact de l'installation PV sur le champ de température du bâtiment et donc sur le confort thermique associé. Le but de l'étude est de mettre en évidence l'impact des panneaux PV en termes d'isolation thermique ou de protection solaire pour le bâtiment et la résultante en termes de gain énergétique. De plus, une séquence expérimentale a été menée à l'île de La Réunion, où le climat est tropical et humide, avec un rayonnement solaire important. Dans de telles conditions, il est important de minimiser la sollicitation thermique à travers l'enveloppe du bâtiment, en particulier la toiture. Le modèle est intégré à un code de simulation thermique du bâtiment (ISOLAB) et peut prédire l'impact des panneaux PV installés selon différentes configurations, mais aussi le productible photovoltaïque de l'installation. Finalement, l'étude expérimentale est utilisée pour fournir des éléments de validation du modèle numérique et une analyse de sensibilité est lancée pour mettre en évidence les paramètres les plus influents du modèle. Il a été démontré que les paramètres radiatifs du panneau PV ont un impact important sur le champ de température du bâtiment et que leur détermination doit être faite correctement. Les résultats de cette analyse sont ensuite utilisés pour optimiser le modèle thermique à l'aide du logiciel d'optimisation GenOpt. / This thesis presents a thermal and electrical modelling of PV walls integrated to buildings. The particularity of this model is that the heat transfer that occurs through the panel to the building is described so that both building and PV thermal modelling are fully coupled. This has the advantage of allowing the prediction of the impact of PV installation on the building temperature field and also the comfort inside it. The aim of this study is to show the impact of the PV panels in terms of level of insulation or solar protection for the building. Moreover, the study has been conducted in La Reunion Island, where the climate is tropical and humid, with a strong solar radiation. In such conditions, it is important to minimise the thermal load through the roof of the building. The thermal model is integrated in a building simulation code and is able to predict the thermal impact of PV panels installed on buildings in several configurations and also their production of electricity. Finally, the experimental study is used to give elements of validation for the numerical model and a sensitivity analysis has been run to put in evidence the governing parameters. It has been shown that the radiative properties of the PV panel have a great impact on the temperature field of the tested building and the determination of these parameters has to be taken with care. Results of sensitivity analysis are used to optimize the PV thermal model using the GenOpt optimization program.

The trend of future wind farms moving further offshore requires much higher reliability for each wind turbine in order to reduce maintenance cost. The drive-train system and power electronic converter system have been identified as critical sub-assemblies that are subject to higher failure rates than the other sub-assemblies in a wind turbine. Modern condition monitoring techniques may help schedule the maintenance and reduce downtime. However, when it comes to offshore wind turbines, it is more crucial to reduce the failure rates (or reduce the stresses) for the wind turbines during operation since the harsh weather and a frequently inaccessible environment will dramatically reduce their availability once a failure happens. This research examines the mechanical, electrical and thermal stresses in the sub-assemblies of a doubly-fed induction generator (DFIG) wind turbine and how to reduce them by improved control strategies. The DFIG control system (the rotor-side and the grid-side converter control) as well as the wind turbine control system are well established. The interactions of these control systems have been investigated. This research examines several further strategies to reduce the mechanical and electrical stresses. The control system's coordination with the protection schemes (crowbar and dc-chopper) during a grid fault is presented as well. An electro-thermal model of the power converter has been developed to integrate with the DFIG wind turbine model, for the evaluation of the thermal stresses under different operating states and control schemes. The main contributions of this thesis are twofold. A first contribution is made by providing all the control loops with well-tuned controllers in a more integrated methodology. The dynamics of these controllers are determined from their mathematical models to minimize the interference between different control-loops and also to reduce the electrical transients. This thesis proposes a coordination strategy for the damping control, pitch control and crowbar protection which significantly reduces the mechanical oscillations. On the other hand, an integrated model of the wind turbine and converter electro-thermal system is established that can illustrate the performance integration with different control strategies.

This paper focuses on thermal analysis of a direct driven hydraulic setup (DDH). DDH combines the benefits of electric with hydraulic technology in compact package with high power density, high performance and good controllability. DDH enables for reduction of parasitic losses for better fuel efficiency and lower operating costs. This one-piece housing design delivers system simplicity and lowers both installation and maintenance costs. Advantages of the presented architecture are the reduced hydraulic tubing and the amount of potential leakage points. The prediction of the thermal behavior and its management represents an open challenge for the system as temperature is a determinant parameter in terms of performance, lifespan and safety. Therefore, the electro-hydraulic model of a DDH involving a variable motor speed, fixed-displacement internal gear pump/motors was developed at system level for thermal analysis. In addition, a generic model was proposed for the electric machine, energy losses dependent on velocity, torque and temperature was validated by measurements under various operative conditions. Results of model investigation predict ricing of temperature during lifting cycle, and flattened during lowering in pimp/motor. Conclusions are drawn concerning the DDH thermal behavior.

Artificial neural networks (ANNs) are commonly considered as "black boxes": they can approximate any function without giving any interpretation. Novel research has observed that the laws of physics, which govern everything around us, can supplement the implementation of a neural network. For this purpose, we have physics-informed neural networks (PINNs): they are networks trained to consider the physics outlined in nonlinear partial differential equations (PDEs).  This thesis focuses on the thermal modelling of power transformers applying PINNs constrained to the heat diffusion equation. The aim is to estimate the top-oil temperature and the thermal distribution of a transformer. A solution of the equation will be provided by the Finite Volume Method (FVM), which will constitute a benchmark for the PINNs predictions. Differently from other works on PINNs, an additional challenge in this problem is the availability of field measurements. The results obtained show good accuracy in estimating the distribution and the top-oil temperature with PINN almost mimicking exactly FVM. Further improvements could be attained by rearranging the equation using more specific parameters to model the thermal behaviour of transformers and scaling the equation to dimensionless form. / Artificiella neurala nätverk (ANN) betraktas vanligtvis som "svarta lådor": de kan approximera vilken funktion som helst utan att tillhandahålla någon tolkning. Inom ny forskning har man sett att fysikens lagar, som styr allt runt omkring oss, kan komplettera implementeringen av ett neuralt nätverk. För detta ändamål har formulerats fysikinformerade neurala nätverk (PINN): de är nätverk som har tränats att ta hänsyn till den fysik som beskrivs i ickelinjära partiella differentialekvationer (PDE). Denna avhandling fokuserar på termisk modellering av transformatorer med tillämpning av PINN begränsat till värmeledningsekvationen. Syftet är att uppskatta en toppoljetemperatur och en transformators värmefördelning. Lösningen till ekvationen erhålls med finita volymmetoden (FVM), som används som en referenslösning för att utvärdera förutsägelserna från PINN. Implementeringen av PINN-algoritmen medförde en extra utmaning eftersom källtermen innefattade uppmätta värden. En metod att kringgå denna svårighet genom att approximera värdena på mätningarna i det neurala nätverket genom träning på motsvarande data presenteras. De erhållna resultaten visar god noggrannhet vid uppskattning av fördelningen och toppoljetemperaturen med PINN i jämförelse med FVM-lösningen. Ytterligare förbättringar kan uppnås genom att arrangera om ekvationen med mer specifika parametrar för att modellera transformatorernas termiska beteende och skalning av ekvationen till dimensionslös form.

Continuous casting represents 96% of all steel products made worldwide. To cast new alloys, optimal process parameters must be determined that reduce quality issues. Traditionally, this is a time-consuming and expensive process due to the need to run multiple casting trials. Alternatively, numerical models can be used to help guide development of optimal process parameters. In this thesis, a 3D thermal-solute-mechanical finite element model has been created using the THERCAST software to simulate the casting process of a new advanced high strength steel grade at Stelco’s Lake Erie Works facility. The model represents the caster from mould to exit, and takes into account heat transfer from the mould, sprays, rolls, and ambient air. The model has been extensively validated using plant measurements from steel shim trials and pyrometer data. The model is used to investigate the evolution of temperature and shell thickness along the cast length, and the effect of spray cooling and casting speed on the surface temperature at unbending to predict transverse cracking during secondary cooling. It was found that the susceptibility to cracking increased with lower casting speed and increased water spray cooling. Increasing the casting speed had a negligible effect, and it was found to decrease with decreasing water spray cooling. This decreased water spray cooling is also accompanied by an increase in metallurgical length, so further work is required to determine appropriate safety factors to ensure the steel is completely solidified. However, preliminary results of solute and mechanical models are also presented. Further work is required to improve the predictions made by these simulations. / Thesis / Master of Applied Science (MASc)