103 resultados para Taguchi


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Abstract Background Biofuels produced from sugarcane bagasse (SB) have shown promising results as a suitable alternative of gasoline. Biofuels provide unique, strategic, environmental and socio-economic benefits. However, production of biofuels from SB has negative impact on environment due to the use of harsh chemicals during pretreatment. Consecutive sulfuric acid-sodium hydroxide pretreatment of SB is an effective process which eventually ameliorates the accessibility of cellulase towards cellulose for the sugars production. Alkaline hydrolysate of SB is black liquor containing high amount of dissolved lignin. Results This work evaluates the environmental impact of residues generated during the consecutive acid-base pretreatment of SB. Advanced oxidative process (AOP) was used based on photo-Fenton reaction mechanism (Fenton Reagent/UV). Experiments were performed in batch mode following factorial design L9 (Taguchi orthogonal array design of experiments), considering the three operation variables: temperature (°C), pH, Fenton Reagent (Fe2+/H2O2) + ultraviolet. Reduction of total phenolics (TP) and total organic carbon (TOC) were responsive variables. Among the tested conditions, experiment 7 (temperature, 35°C; pH, 2.5; Fenton reagent, 144 ml H2O2+153 ml Fe2+; UV, 16W) revealed the maximum reduction in TP (98.65%) and TOC (95.73%). Parameters such as chemical oxygen demand (COD), biochemical oxygen demand (BOD), BOD/COD ratio, color intensity and turbidity also showed a significant change in AOP mediated lignin solution than the native alkaline hydrolysate. Conclusion AOP based on Fenton Reagent/UV reaction mechanism showed efficient removal of TP and TOC from sugarcane bagasse alkaline hydrolysate (lignin solution). To the best of our knowledge, this is the first report on statistical optimization of the removal of TP and TOC from sugarcane bagasse alkaline hydrolysate employing Fenton reagent mediated AOP process.

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Agriculture significantly contributes to global greenhouse gas (GHG) missions and there is a need to develop effective mitigation strategies. The efficacy of methods to reduce GHG fluxes from agricultural soils can be affected by a range of interacting management and environmental factors. Uniquely, we used the Taguchi experimental design methodology to rank the relative importance of six factors known to affect the emission of GHG from soil: nitrate (NO3?) addition, carbon quality (labile and non-labile C), soil temperature, water-filled pore space (WFPS) and extent of soil compaction. Grassland soil was incubated in jars where selected factors, considered at two or three amounts within the experimental range, were combined in an orthogonal array to determine the importance and interactions between factors with a L16 design, comprising 16 experimental units. Within this L16 design, 216 combinations of the full factorial experimental design were represented. Headspace nitrous oxide (N2O), methane (CH4) and carbon dioxide (CO2) concentrations were measured and used to calculate fluxes. Results found for the relative influence of factors (WFPS and NO3? addition were the main factors affecting N2O fluxes, whilst glucose, NO3? and soil temperature were the main factors affecting CO2 and CH4 fluxes) were consistent with those already well documented. Interactions between factors were also studied and results showed that factors with Little individual influence became more influential in combination. The proposed methodology offers new possibilities for GHG researchers to study interactions between influential factors and address the optimized sets of conditions to reduce GHG emissions in agro-ecosystems, while reducing the number of experimental units required compared with conventional experimental procedures that adjust one variable at a time.

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Although polyomavirus JC (JCV) is the proven pathogen of progressive multifocal leukoencephalopathy, the fatal demyelinating disease, this virus is ubiquitous as a usually harmless symbiote among human beings. JCV propagates in the adult kidney and excretes its progeny in urine, from which JCV DNA can readily be recovered. The main mode of transmission of JCV is from parents to children through long cohabitation. In this study, we collected a substantial number of urine samples from native inhabitants of 34 countries in Europe, Africa, and Asia. A 610-bp segment of JCV DNA was amplified from each urine sample, and its DNA sequence was determined. A worldwide phylogenetic tree subsequently constructed revealed the presence of nine subtypes including minor ones. Five subtypes (EU, Af2, B1, SC, and CY) occupied rather large territories that overlapped with each other at their boundaries. The entire Europe, northern Africa, and western Asia were the domain of EU, whereas the domain of Af2 included nearly all of Africa and southwestern Asia all the way to the northeastern edge of India. Partially overlapping domains in Asia were occupied by subtypes B1, SC, and CY. Of particular interest was the recovery of JCV subtypes in a pocket or pockets that were separated by great geographic distances from the main domains of those subtypes. Certain of these pockets can readily be explained by recent migrations of human populations carrying these subtypes. Overall, it appears that JCV genotyping promises to reveal previously unknown human migration routes: ancient as well as recent.

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Behavioral models indicate that persistent small afferent input, as generated by tissue injury, results in a hyperalgesia at the site of injury and a tactile allodynia in areas adjacent to the injury site. Hyperalgesia reflects a sensitization of the peripheral terminal and a central facilitation evoked by the persistent small afferent input. The allodynia reflects a central sensitization. The spinal pharmacology of these pain states has been defined in the unanesthetized rat prepared with spinal catheters for injection and dialysis. After tissue injury, excitatory transmitters (e.g., glutamate and substance P) acting though N-methyl-d-aspartate (NMDA) and neurokinin 1 receptors initiate a cascade that evokes release of (i) NO, (ii) cyclooxygenase products, and (iii) activation of several kinases. Spinal dialysis show amino acid and prostanoid release after cutaneous injury. Spinal neurokinin 1, NMDA, and non-NMDA receptors enhance spinal prostaglandin E2 release. Spinal prostaglandins facilitate release of spinal amino acids and peptides. Activation by intrathecal injection of receptors on spinal C fiber terminals (μ,/∂ opiate, α2 adrenergic, neuropeptide Y) prevents release of primary afferent peptides and spinal amino acids and blocks acute and facilitated pain states. Conversely, consistent with their role in facilitated processing, NMDA, cyclooxygenase 2, and NO synthase inhibitors act to diminish only hyperalgesia. Importantly, spinal delivery of several of these agents diminishes human injury pain states. This efficacy emphasizes (i) the role of facilitated states in humans, (ii) shows the importance of spinal systems in human pain processing, and (iii) indicates that these preclinical mechanisms reflect processes that regulate the human pain experience.

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Mudança climática é um processo global, real e inequívoco. Para sua mitigação, a substituição de combustíveis fósseis por energias renováveis está sendo cada vez mais empregada. Devido à rápida velocidade de crescimento das microalgas, seu cultivo é visto como uma das alternativas mais promissoras para a produção de biocombustíveis. No presente trabalho, foi elaborado um modelo matemático fenomenológico que descreve o crescimento da microalga Chlorella vulgaris. Este modelo foi validado através de experimentos realizados em um reator piloto com capacidade de 1000 L tipo \"open pond\" (reator de raias) aberto ao ambiente, em condições não-axênicas. A variação de concentração devida à evaporação e/ou adição de água foi levada em conta no modelo. O modelo matemático desenvolvido, contendo dois parâmetros ajustáveis, descreve a variação da concentração de biomassa em função do tempo sob condições variáveis de luminosidade e temperatura. Os parâmetros ajustáveis são q (constante para conversão de intensidade luminosa em crescimento fotossintético, em klux-1 min-1) e Imax (limite máximo de intensidade luminosa, em klux). Previamente ao projeto do reator, foram realizados experimentos em reator de laboratório (utilizando a metodologia Taguchi) com o objetivo de determinar quais os fatores mais críticos para o crescimento da espécie de microalga selecionada e que, por isso, deveriam ser controlados com maior precisão. Além disso, foi analisada teoricamente a relevância da consideração do transporte de massa de CO2 no processo. Como este transporte é muito mais lento, a resistência controladora do processo é o crescimento fotossintético. Após a construção do reator piloto, foram realizados dois experimentos preliminares (os quais serviram para aperfeiçoar o aparato e o procedimento experimental) e três experimentos definitivos, registrando-se dados ambientais (temperatura, intensidade luminosa e pH) e de concentração ao longo do tempo. Utilizando os dados de temperatura e luminosidade em função do tempo como entrada, os parâmetros q e Imax otimizados foram ajustados às curvas de concentração versus tempo de cada experimento. Para tal foram desenvolvidos programas de integração de equações diferenciais e de otimização escritos em ambiente Scilab®. Verificou-se que, apesar da variabilidade devida às condições ambientais dos experimentos, obteve-se boa aderência dos dados simulados aos experimentais. Uma análise estatística dos parâmetros q e Imax calculados em cada experimento forneceu coeficientes de variação para estes parâmetros de 17 % e 5 %, respectivamente. Concluiu-se, portanto, que o modelo matemático desenvolvido neste trabalho pode ser empregado para prever o desempenho de um reator de raias em condições ambientais variáveis, bastando para isto o ajuste de dois parâmetros.

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Inscribed verso: Standing, l to r: Dave Whentley, Ronald Anderson, Jim Kokous, Gaston Sigur, John Hall, Mr. Kayano, Jiro Taguchi. Sitting l to r: Rolf Ward, Dave Plumer (sp?), Tashio Nok, Richard Beardsly, R.B. Hall, James Plumer, Carl Remes, Hidi Shohara, Joseph Yomaguchi

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Inscribed verso: Standing, l to r: Dave Whentley, Ronald Anderson, Jim Kokous, Gaston Sigur, John Hall, Mr. Kayano, Jiro Taguchi. Sitting l to r: Rolf Ward, Dave Plumer (sp?), Tashio Nok, Richard Beardsly, R.B. Hall, James Plumer, Carl Remes, Hidi Shohara, Joseph Yomaguchi

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Inscribed verso: Standing, l to r: Dave Whentley, Ronald Anderson, Jim Kokous, Gaston Sigur, John Hall, Mr. Kayano, Jiro Taguchi. Sitting l to r: Rolf Ward, Dave Plumer (sp?), Tashio Nok, Richard Beardsly, R.B. Hall, James Plumer, Carl Remes, Hidi Shohara, Joseph Yomaguchi

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Inscribed verso: Standing, l to r: Dave Whentley, Ronald Anderson, Jim Kokous, Gaston Sigur, John Hall, Mr. Kayano, Jiro Taguchi. Sitting l to r: Rolf Ward, Dave Plumer (sp?), Tashio Nok, Richard Beardsly, R.B. Hall, James Plumer, Carl Remes, Hidi Shohara, Joseph Yomaguchi

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The vital role that 'design of experiment' (DOE) plays when investigating dormancy, germination and potentially influential factors is discussed. The Taguchi analysis, developed by Dr. Genichi Taguchi, is a special application and analysis of the fractional factorial aimed at achieving maximum information from minimum effort and resources.

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Surface quality is important in engineering and a vital aspect of it is surface roughness, since it plays an important role in wear resistance, ductility, tensile, and fatigue strength for machined parts. This paper reports on a research study on the development of a geometrical model for surface roughness prediction when face milling with square inserts. The model is based on a geometrical analysis of the recreation of the tool trail left on the machined surface. The model has been validated with experimental data obtained for high speed milling of aluminum alloy (Al 7075-T7351) when using a wide range of cutting speed, feed per tooth, axial depth of cut and different values of tool nose radius (0.8. mm and 2.5. mm), using the Taguchi method as the design of experiments. The experimental roughness was obtained by measuring the surface roughness of the milled surfaces with a non-contact profilometer. The developed model can be used for any combination of material workpiece and tool, when tool flank wear is not considered and is suitable for using any tool diameter with any number of teeth and tool nose radius. The results show that the developed model achieved an excellent performance with almost 98% accuracy in terms of predicting the surface roughness when compared to the experimental data. © 2014 The Society of Manufacturing Engineers.

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Tool life is an important factor to be considered during the optimisation of a machining process since cutting parameters can be adjusted to optimise tool changing, reducing cost and time of production. Also the performance of a tool is directly linked to the generated surface roughness and this is important in cases where there are strict surface quality requirements. The prediction of tool life and the resulting surface roughness in milling operations has attracted considerable research efforts. The research reported herein is focused on defining the influence of milling cutting parameters such as cutting speed, feed rate and axial depth of cut, on three major tool performance parameters namely, tool life, material removal and surface roughness. The research is seeking to define methods that will allow the selection of optimal parameters for best tool performance when face milling 416 stainless steel bars. For this study the Taguchi method was applied in a special design of an orthogonal array that allows studying the entire parameter space with only a number of experiments representing savings in cost and time of experiments. The findings were that the cutting speed has the most influence on tool life and surface roughness and very limited influence on material removal. By last tool life can be judged either from tool life or volume of material removal.