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Synthesis Techniques for Sub-threshold Leakage and NBTI Optimization in Digital VLSI SystemsPendyala, Shilpa 19 November 2015 (has links)
The rising power demands and cost motivates us to explore low power solutions in electronics. In nanometer Complementary Metal Oxide Semiconductor (CMOS) processes with low threshold voltages and thin gate oxides, subthreshold leakage power dominates total power of a circuit. As technology scales, Negative Bias Temperature Instability (NBTI) emerged as a major limiting reliability mechanism. It causes a threshold voltage shift which, over time, results in circuit performance degradation. Hence, leakage power and NBTI degradation are two key challenges in deep sub micron regime.
In this dissertation, interval arithmetic based interval propagation technique is introduced as an effective leakage optimization technique in high level circuits with little overhead. The concept of self similarity from fractal theory is adopted for the first time in VLSI research to handle large design space. Though there are some leakage and NBTI co-optimization techniques in literature, our vector cycling approach combined with a back tracking algorithm have achieved better results for ISCAS85 benchmarks. We did not find any previous research works on NBTI optimization of finite state machines (FSMs). The optimization techniques of NBTI optimization in FSMs is introduced in this dissertation as well and substantial NBTI optimization is reported.
Input vector control has been shown to be an effective technique to minimize subthreshold leakage. Applying appropriate minimum leakage vector (MLV) to each register transfer level (RTL) module instance results in a low leakage state with significant area overhead. For each module, via Monte Carlo simulation, we identify a set of MLV intervals such that maximum leakage is within (say) 10% of the lowest leakage points. As the module bit width increases, exhaustive simulation to find the low leakage vector is not feasible. Further, we need to search the entire input space uniformly to obtain as many low leakage intervals as possible. Based on empirical observations, we observed self similarity in the leakage distribution of adder/multiplier modules when input space is partitioned into smaller cells. This property enables uniform search of low leakage vectors in the entire input space. Also, the time taken for characterization increases linearly with the module size. Hence, this technique is scalable to higher bit width modules with acceptable characterization time. We can reduce area overhead (in some cases to 0) by choosing Primary Input (PI) MLVs such that resultant inputs to internal nodes are also MLVs. Otherwise, control points can be inserted. Based on interval arithmetic, given a DFG, we propose a heuristic with several variations for PI MLV identification with minimal control points. Experimental results for DSP filters simulated in 16nm technology demonstrated leakage savings of 93.8% with no area overhead, compared to existing work.
Input vector control can also be adopted to reduce NBTI degradation as well as leakage in CMOS circuits. In the prior work, it is shown that minimum leakage vector of a circuit is not necessarily NBTI friendly. In order to achieve NBTI and leakage co-optimization, we propose an input vector cycling technique which applies different sub-optimal low leakage vectors to primary inputs at regular intervals. A co-optimal input vector for a given circuit is obtained by using simulated annealing (SA) technique. For a given input vector, a set of critical path PMOS transistors are under stress. A second input vector is obtained using a back tracking algorithm such that most of the critical path PMOS transistors are put in recovery mode. When a co-optimized input vector is assigned to primary input, critical path nodes under stress with high delay contribution are set to recovery. Logic 1 is back propagated from the nodes to the primary inputs to obtain the second input vector. These two vectors are alternated at regular time intervals. The total stress is evenly distributed among transistor sets of two vectors, as the intersection of the two sets is minimized. Hence, the overall stress on critical path transistors is alleviated, thereby reducing the NBTI delay degradation. For ISCAS85 benchmarks, an average of 5.3% improvement is achieved in performance degradation at 3.3% leakage overhead with NBTI-leakage co-optimization with a back tracking algorithm compared to solely using co-optimization. A 10.5% average NBTI improvement is obtained when compared to circuit with minimum leakage input vector for 18% average leakage overhead. Also, an average NBTI improvement of 2.13% is obtained with 6.77% leakage improvement when compared to circuit with minimum NBTI vector. Vector cycling is shown to be more effective in mitigating NBTI over input vector control.
Several works in the literature have proposed optimal state encoding techniques for delay, leakage, and dynamic power optimization. In this work, we propose, for the first time, NBTI optimization based on state code optimization. We propose a SA based state code assignment algorithm, resulting in minimization of NBTI degradation in the synthesized circuit. A PMOS transistor when switched ON for a long period of time, will lead to delay degradation due to NBTI. Therefore, in combinational circuits, an NBTI friendly input vector that stresses the least number of PMOS transistors on the critical path can be applied. For sequential circuits, the state code can significantly influence the ON/OFF mode of PMOS transistors in the controller implementation. Therefore, we propose to focus on state encoding. As the problem is computational intractable, we will focus on encoding states with high state probability. The following SA moves are employed: (a) code swap; and (b) code modification by flipping bits. Experiments with LGSYNTH93 benchmarks resulted in 18.6% improvement in NBTI degradation on average with area and power improvements of 5.5% and 4.6% respectively.
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Synthesis and properties of nanoparticulate titanium dioxide compoundsButhelezi, Motlalepula Isaac January 2009 (has links)
Magister Scientiae - MSc / An electrolytic cell was designed and constructed for the preparation of TiO2 nanotubes. Conditions of anodic oxidation were established to reproducibly prepare TiO2 nanotubes of average length 35-50 μm vertically orientated relative to the plain of a pure titanium metal sheet. A non-aqueous solution of ethylene glycol containing small percentage of ammonium fluoride was used as the electrolyte with an applied voltage of 60 V. The morphology and dimensions of the nanotube arrays were studied by scanning (SEM) and transmission (TEM) electron microscopy. The effect of calcination under different conditions of temperature and atmosphere (nitrogen, argon and air) were assessed by both X-ray diffraction (XRD) and cyclic voltammetry (CV). Cyclic voltammetry studies were made possible by construction of a specially designed titanium electrode upon which the nanotubes were prepared. CV studies established a positive correlation between crystallinity and conductivity of the nanotubes. Doping of the nanotubes with nitrogen and carbon was established by elemental analysis, X-ray photoelectron spectroscopy (XPS) and Rutherford back scattering (RBS). The effect of nonmetal doping on the band gap of the TiO2 nanotubes was investigated by diffuse reflectance spectroscopy (DRS). / South Africa
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Re-scheduling the Railway Traffic using Parallel Simulated Annealing and Tabu Search : A comparative studyGerdovci, Petrit, Boman, Sebastian January 2015 (has links)
Context: This study has been conducted in the area of train rescheduling. One of the most common types of disturbance scenarios are trains which have deviated from their originally planned arrival or departure times. This type of disturbance is of today handled manually by the train dispatcher, which in some cases can be cumbersome and overwhelmingly complex to solve. Therefore, there is an essential need for a train re-scheduling decision support system. Objectives: The aim of the study is to determine if parallel adaptations of simulated annealing(SA), and tabu search(TS) are able to find high quality solutions for the train re-scheduling problem. The study also aims to compare the two proposed meta-heuristics in order to determine the more adequate algorithm for the given problem. Methods: To answer the research question sequential and parallel versions of the algorithms were implemented. Further the research methodology of choice was experiment, were the meta-heuristics are evaluated based on 10 disturbance scenarios. Results: Parallel simulated annealing(PSA) is overall the better performing algorithm, as it is able to reduce the total delay by 585 seconds more than parallel tabu search(PTS) for the 10 disturbance scenarios. However, PTS is able to solve more conflicts per millisecond than PTS, when compared to their sequential versions. Conclusions: We conclude that both the parallel versions perform better than their sequential versions. Further, PSA is clearly able to outperform PTS in terms of minimizing the accumulated delay. One observation is that the parallel versions are not reaching their max efficiency per thread, this is assumed to be caused by the RAM. For future work we propose further investigation of why we are not reaching the max efficiency per thread, and further improvement of algorithm settings.
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Planificación de la Expansión de Redes de Transporte de Energía Eléctrica Considerando IncertidumbreCortés Carmona, Marcelo January 2012 (has links)
No description available.
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In situ and ex situ characterization of the ion-irradiation effects in third generation SiC fibers / Caractérisation in situ et ex situ des effets d'irradiation aux ions dans les fibres SiC de troisième générationHuguet-Garcia, Juan Francisco 02 October 2015 (has links)
L'utilisation des fibres SiC Tyranno SA3 (TSA3) et Hi Nicalon S (HNS) pour le renforcement de composites céramiques dédiées aux applications nucléaires impose l'étude de leur stabilité microstructurale et de leur comportement mécanique sous irradiation. La cinétique d'amorphisation des fibres a été étudiée et comparée à celle d'un matériau modèle, 6H-SiC monocristallin, sans que des différences significatives puissent être observées. La dose seuil d'amorphisation totale a été évaluée à ~0,4 dpa à température ambiante et aucune amorphisation complète n'a pas être obtenue pour des températures d'irradiation supérieures à 200 ºC. Les échantillons amorphes ont ensuite été recuits thermiquement ce qui a conduit, pour des températures élevées, à leur recristallisation mais également à une fissuration et une délamination de la zone irradiée. Ce processus d'endommagement était activé thermiquement avec une énergie d'activation de 1,05 eV. En ce qui concerne le comportement mécanique, le fluage d'irradiation des fibres TSA3 a été étudié en utilisant une machine de traction in situ implantée sur deux plateformes d'irradiation aux ions. On montre que sous irradiation ces fibres se déforment en fonction du temps avec des chargements thermique et mécanique où le fluage thermique est négligeable. Cette déformation est plus élevée pour les faibles températures d'irradiation en raison d'un couplage entre le gonflement et le fluage d'irradiation. Pour des températures voisines de 1000 ºC, le gonflement devient négligeable ce qui permet l'étude spécifique du fluage d'irradiation dont la vitesse de déformation présente une dépendance linéaire au flux d'ions. / The use of Tyranno SA3 (TSA3) and Hi Nicalon S (HNS) SiC fibers as reinforcement for ceramic composites for nuclear applications requires the characterization of its structural stability and mechanical behavior under irradiation. Ion-amorphization kinetics of these fibers have been studied and compared to the model material, i.e. 6H-SiC single crystals, with no significant differences. For all samples, full amorphization threshold dose yields ~0.4 dpa at room temperature and complete amorphization was not achieved for irradiation temperatures over 200 ºC. Successively, ion-amorphized samples have been thermally annealed. It is reported that thermal annealing at high temperatures not only induces the recrystallization of the ion-amorphized samples but also causes cracking and delamination. Cracking is reported to be a thermally driven phenomenon characterized by activation energy of 1.05 eV. Regarding the mechanical irradiation behavior, irradiation creep of TSA3 fibers has been investigated using a tensile device dedicated to in situ tests coupled to two different ion-irradiation lines. It is reported that ion-irradiation (12 MeV C4+ and 92 MeV Xe23+) induces a time-dependent strain under loads where thermal creep is negligible. In addition, irradiation strain is reported to be higher at low irradiation temperatures due to a coupling between irradiation swelling and irradiation creep. At temperatures near 1000 ºC, irradiation swelling is minimized hence allowing the characterization of the irradiation creep. Irradiation creep rate is characterized by a linear correlation between the ion flux and the strain rate and square root dependence with the applied load.
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Das Diffusions- und Aktivierungsverhalten von Arsen und Phosphor in GermaniumWündisch, Clemens 18 February 2016 (has links) (PDF)
Seit 2002 kam ein neues Interesse an Germanium als Material für CMOS-Bauelemente auf, angetrieben durch die höhere Beweglichkeit der Ladungsträger im Vergleich zu Silizium. Für die Herstellung von Germanium MOSFETs bestehen allerdings noch einige Herausforderungen. Speziell die Problematik der hohen n-Dotierung für die Source- und Draingebiete der PMOS-Transistoren hat sich dabei als potentieller Roadblocker herauskristallisiert. Die geringe Aktivierung und die hohe Diffusivität der Donatoren in Germanium stellen ein Problem für die Herstellung von CMOS-Schaltkreisen aus Germanium dar. Als ursächlich dafür wurden Vakanzen identifiziert (Bracht et.al.).
Um das Diffusions- und das Aktivierungsverhalten von Arsen und Phosphor in Germanium zu untersuchen, wurden p-Typ Germaniumwafer durch Ionenimplantation mit beiden Spezies dotiert und anschließend durch Rapid-Thermal-Annealing und/ oder Flash-Lamp-Annealing ausgeheilt. Zusätzlich wurden Experimente mit kodotierten und P-dotierten Proben mit verringerter Schichtkonzentration durchgeführt.
Untersuchungen mit Rutherford-Backscattering-Spektroskopie und Transmissions-Elektronen-Mikroskopie werden durchgeführt, um die strukturellen Eigenschaften der Proben infolge der Implantation und der Ausheilung festzustellen. Mittels Sekundärionen-Massen-Spektroskopie wird die Dotandenkonzentration bestimmt. Es folgen elektrische Messungen des Schichtwiderstandes bei Raumtemperatur und in geeigneten Fällen bei Temperaturen unterhalb 10K. An ausgewählten Proben werden Hallmessungen durchgeführt. Die Gesamtheit der Analyseverfahren ermöglicht eine Analyse des Rückwachsverhaltens, der Diffusion und der elektrischen Aktivierung der Dotanden unter den verschiedenen Implantations- und Ausheilbedingungen. Die nach verschiedenen Methoden bestimmten Größen wie die Ladungsträgerkonzentration und -mobilität werden betrachtet und im Hinblick auf die Parameter der Probenpräparation analysiert und mit der Literatur verglichen.
Abschließend werden mögliche Mechanismen zur Deaktivierung von Donatoren in Germanium erörtert.
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Advanced methods to solve the maximum parsimony problem / Méthodes avancées pour la résolution du problème de maximum parcimonieVazquez ortiz, Karla Esmeralda 14 June 2016 (has links)
La reconstruction phylogénétique est considérée comme un élément central de divers domaines comme l’écologie, la biologie et la physiologie moléculaire pour lesquels les relations généalogiques entre séquences d’espèces ou de gènes, représentées sous forme d’arbres, peuvent apporter des éclairages significatifs à la compréhension de phénomènes biologiques. Le problème de Maximum de Parcimonie est une approche importante pour résoudre la reconstruction phylogénétique en se basant sur un critère d’optimalité pour lequel l’arbre comprenant le moins de mutations est préféré. Dans cette thèse nous proposons différentes méthodes pour s’attaquer à la nature combinatoire de ce problème NP-complet. Premièrement, nous présentons un algorithme de Recuit Simulé compétitif qui nous a permis de trouver des solutions de meilleure qualité pour un ensemble de problèmes. Deuxièmement, nous proposons une nouvelle technique de Path-Relinking qui semble intéressante pour comparer des arbres mais pas pour trouver des solutions de meilleure qualité. Troisièmement, nous donnons le code d’une implantation sur GPU de la fonction objectif dont l’intérêt est de réduire le temps d’exécution de la recherche pour des instances dont la longueur des séquences est importante. Finalement, nous introduisons un prédicteur capable d’estimer le score optimum pour un vaste ensemble d’instances avec une très grande précision. / Phylogenetic reconstruction is considered a central underpinning of diverse fields like ecology, molecular biology and physiology where genealogical relationships of species or gene sequences represented as trees can provide the most meaningful insights into biology. Maximum Parsimony (MP) is an important approach to solve the phylogenetic reconstruction based on an optimality criterion under which the tree that minimizes the total number of genetic transformations is preferred. In this thesis we propose different methods to cope with the combinatorial nature of this NP-complete problem. First we present a competitive Simulated Annealing algorithm which helped us find trees of better parsimony score than the ones that were known for a set of instances. Second, we propose a Path-Relinking technique that appears to be suitable for tree comparison but not for finding trees of better quality. Third, we give a GPU implementation of the objective function of the problem that can reduce the runtime for instances that have an important number of residues per taxon. Finally, we introduce a predictor that is able to estimate the best parsimony score of a huge set of instances with a high accuracy.
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Why be normal? : single crystal growth and X-ray spectroscopy reveal the startlingly unremarkable electronic structure of Tl-2201Peets, Darren 11 1900 (has links)
High-quality platelet single crystals of Tl₂Ba₂CuO₆±δ (Tl-2201) have been grown using a novel time-varying encapsulation scheme, minimizing the thallium oxide loss that has plagued other attempts and reducing cation substitution. This encapsulation scheme allows the melt to be decanted from the crystals, a step previously impossible, and the remaining cation substitution is homogenized via a high-temperature anneal. Oxygen annealing schemes were developed to produce sharp superconducting transitions from 5 to 85 K without damaging the crystals. The crystals' high homogeneity and high degree of crystalline perfection are further evidenced by narrow rocking curves; the crystals are comparable to YSZ-grown YBa₂Cu₃O₆₊δ by both metrics.
Electron probe microanalysis (EPMA) ascertained the crystals' composition to be Tl₁.₉₂₀₍₂₎Ba₁.₉₆₍₂₎Cu₁.₀₈₀₍₂₎O₆₊δ; X-ray diffraction found the composition of a Tc = 75 K crystal to be Tl₁.₉₁₄₍₁₄₎Ba₂Cu₁.₀₈₆₍₁₄₎O₆.₀₇₍₅₎, in excellent agreement.
X-ray refinement of the crystal structure found the crystals orthorhombic at most dopings, and their structure to be in general agreement with previous powder data. Cation-substituted Tl-2201 can be orthorhombic, orthorhombic crystals can be prepared, and these superconduct, all new results. X-ray diffraction also found evidence of an as yet unidentified commensurate superlattice modulation.
The Tl-2201 crystals' electronic structure were studied by X-ray absorption and emission spectroscopies (XAS/XES). The Zhang-Rice singlet band gains less intensity on overdoping than expected, suggesting a breakdown of the Zhang-Rice singlet approximation, and one thallium oxide band does not disperse as expected. The spectra correspond very closely with LDA band structure calculations, and do not exhibit the upper Hubbard bands arising from strong correlations seen in other cuprates. The spectra are noteworthy for their unprecedented (in the high-Tc cuprates) simplicity.
The startling degree to which the electronic structure can be explained bodes well for future research in the cuprates. The overdoped cuprates, and Tl-2201 in particular, may offer a unique opportunity for understanding in an otherwise highly confusing family of materials. / Science, Faculty of / Physics and Astronomy, Department of / Graduate
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Modeling Peptide-binding Interactions and Polymer-binding Interactions and their Role in Mass SpectrometryMartineau, Eric January 2013 (has links)
As a first project, collision-induced dissociation experiments were carried out using electrospray ionisation mass spectrometry on gas phase complexes involving different poly(methylmetacrylate) oligomers with three amino acids: glycine, leucine, and phenylalanine. After acquiring breakdown diagrams, RRKM modeling was used to fit the experimental data in order to obtain the 0 K activation energy and the entropy of activation. These thermodynamic data were then used to understand the competing dissociation channels observed (except for gas phase complexes involving glycine that had only one dissociation channel). Molecular dynamics simulated annealing calculations were carried on the gas phase complexes to understand further the energetic and entropic effects involved as well as the 3D conformation of these complexes. Valuable insight information was found on the 3D conformations, on a qualitative level. Using rotational constants and vibrational harmonic frequencies, it was possible to evaluate the entropy variation between the experimentally observed competing channels. Reasonable agreement was found between the experimental and theoretical variations of entropies. Finally, the proton affinity of poly(methylmetacrylate) oligomers is being discussed. Even though no absolute values for the proton affinity were found, the experimental and computational results help to understand the variation that accompanies the oligomers length.
The second project presents the development an efficient and reproducible screening method for identifying low molecular weight compounds that bind to amyloid beta peptides (Abeta) peptides using electrospray ionization mass spectrometry (ESI-MS). Low molecular weight (LMW) compounds capable of interacting with soluble Abeta may be able to modulate/inhibit the Abeta aggregation process and serve as potential disease-modifying agents for Alzheimer’s disease. The present approach was used to rank the binding affinity of a library of compounds to Abeta1-40 peptide. The results obtained show that low molecular weight compounds bind similarly to Abeta1-42, Abeta1-40, as well as Abeta1-28 peptides and they underline the critical role of Abeta peptide charge motif in binding at physiological pH. Finally, some elements of structure-activity relationship (SAR) involved in the binding affinity of homotaurine to soluble Abeta peptides are discussed. As a third project, the gas phase binding of small molecules to the Abeta1-40 peptide generated by electrospray ionization has been explored with collision-induced dissociation mass spectrometry and kinetic rate theory. This project presents a simple procedure used to theoretically model the experimental breakdown diagrams for the Abeta1-40 peptide complexed with a series of aminosulfonate small molecules, namely homotaurine, 3-cyclohexylamino-2-hydroxy-1-propanesulfonic acid (CAPSO), 3-(1,3,4,9-tetrahydro-2H-beta-carbolin-2-yl) propane-1-sulfonic acid, 3-(1,3,4,9-tetrahydro-2H-beta-carbolin-2-yl)butane-1-sulfonic acid, and 3-(cyclohexylamino) propane-1-sulfonic acid. An alternative method employing an extrapolation procedure for the microcanonical rate constant, k(E), is also discussed.
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Energibalans av två glödgningsugnar inom ett integrerat stålverkFärnström, Dennis January 2017 (has links)
Av den globala energianvändningen så upptar stålindustrin hela 5 % och sett till CO2 – utsläppen som orsakats av mänskliga faktorer så upptar stålindustrin hela 7 %. Stålindustrin är en energikrävande industri och därför är det viktigt att se över dess energianvändning för en nutida och framtida hållbarhet. Ugnar är en av de bidragande faktorerna till den höga energianvändningen och de drivs på icke förnybara bränslen, därför är studier kring detta av hög relevans. Moderna tekniker gällande ugnar i dagens läge riktar sig mycket åt förbränningstekniken, d.v.s. förbränningen av bränslet som ugnarna drivs på. Oxyfuel-tekniken innebär att bränslet förbränns med ren syrgas istället för luft, vilket i huvudsakligt syfte är för att höja förbränningsverkningsgraden. Att använda brännare som kan återvinna rökgaser är också en modern teknik för energieffektiv ugnsdrift. Outokumpu är ett världsledande företag inom tillverkningen av rostfritt stål och anläggningen i Avesta är ett integrerat verk, det betyder att ståltillverkningen i Avesta omfattar hela processen från råmaterial och skrot till färdig produkt. Anläggningen består av tre huvudsakliga verk som kallas stålverket, varmbandsverket och slutligen Linje 76 & Z-High vilket är avdelningen som dessa två glödgningsugnar befinner sig. Det huvudsakliga syftet med denna rapport är att uppvisa en energibalans av två glödgningsugnar inom Outokumpus anläggning i Avesta, avgränsningarna är också tydliga då energibalansen drar sig ifrån den första ugnens inlopp till den andra ugnens utlopp. Och det är den termiska energieffektiviteten som har studerats, d.v.s. hur mycket energi man får ut av den olja som sätts in. Framtagandet av data har genomförts med hjälp av historiska data gällande ugnarnas drift under ett tidsspann på 3 månader tillbaka i tiden, även manuella temperaturmätningar har genomförts. En verkningsgrad har tagits fram för varje ugn och ugnarna tillsammans, verkningsgraderna har beräknats genom att väga förhållandet mellan hur mycket energi som det glödgade materialet har tagit upp, med hur mycket olja som har använts under samma tidsspann. De huvudsakliga resultaten till denna studie tyder sig på att ugnarna är effektiva till att värma stålet och har relativt små transmissionsförluster från ugnarnas omslutande areor. Däremot så finns potential att kunna återvinna mer värme ifrån rökgaser i avgaspannan. / The steel industry occupies the whole 7 % of the global carbon dioxide emissions caused by human factors and 5 % of the global energy usage. The steel industry is an energy intense industry and it’s therefore important to analyze its energy use for its future sustainability. Furnaces are driven on non-renewable fuels and are one of the devoting components to the high energy consumption, so studies of this are of high relevance. Regarding modern techniques of furnaces in today’s mode are much concentrated on the combustion, which means the combustion of the fuel that supplies the furnaces with heat. Oxy-fuel technology means that the fuel is combusted with pure oxygen instead of air, and its purpose is to increase the combustion efficiency. A second modern technology is the usage of burners that are able to recycle flue gases as an increase of energy efficiency. Outokumpu is a world leading company in the manufacture of stainless steel and the plant in Avesta is an integrated steel mill, which means the steel production cover the entire process from scrap and raw material to finished product. The plant consists of three main works called the steel mill, hot rolling mill and KBR L76 which is the department for these annealing furnaces. The main objective of this report is to present an energy balance of two annealing furnaces at the Outokumpu plant in Avesta. The boundary of the study is clear, the energy balance will take part from the inlet of the first furnace to the outlet of the second one. It’s the thermal energy efficiency that has been studied, that is to say how much energy you get from the fuel that is added. Information has been collected using historical data on the operation of the furnaces during a three month period of time, also manual temperature measurements has been carried out. By calculations an efficiency has been developed for each furnace and the furnaces together. This has been carried out by weighing the proportion of the amount of heat that all material have accumulated, with the amount of oil used during the same time. The results of this study mainly indicate that the furnaces are effective in heating the steel, and its heat losses from the surrounding areas are small. On the other hand, there is potential for recycling more heat regarding the use of flue gases in the exhaust-boiler.
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