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Chemical and hydromechanical cue structure in the context of turbulent odor plume trackingDickman, Brian D. 17 November 2008 (has links)
The main focus of the current study was to quantify the chemical signals received by a blue crab (Callinectes sapidus) tracking a source in a laboratory flume. To make a direct linkage between tracking behavior and the odorant concentration signal, we developed a measurement system to quantify the instantaneous concentration field surrounding actively tracking blue crabs. A three-dimensional laser-induced fluorescence (3DLIF) system was designed and constructed to measure odorant concentrations around crabs tracking three source types: a continuous release with exit velocity matching the mean local velocity in the flume; a continuous release with a meander created by an upstream cylinder; and a pulsed release switching on and off and with the same mass flow rate as the other two plume types. The meandering and pulsed plumes were introduced to observe the effects of large-scale spatial (meandering) and temporal (pulsed) intermittency on crab tracking. Simultaneous with the chemical concentration measurements, crab position data was recorded for kinematic analysis during post-processing. In addition, concentration measurements were collected for the three plume types without crabs present in order to quantify the statistical characteristics of the plume structure
The concentration signals arriving at the antennules and outer chemosensory organs, most notably the legs, were targeted due to the hypotheses that concentration bursts at the antennules mediate upstream movement and that spatial contrast at the leg chemosensors mediates turning. A sampling zone was placed in front of the crab's mouth parts and aligned with the crab carapace orientation to extract odorant bursts at the antennules. The data generally showed an increase in upstream walking speed when high concentration bursts arrive at the antennules location, which agrees with the hypothesis. Measurement of the odorant concentration at the outer chemosensors was less direct and involved placing a box upstream of the crab and sampled earlier in time in order to avoid shadowing interference. Based on the signal at the upstream sampling box, a general bias for turning was observed. Crabs casted transversely in response to the directional bias extracted from the upstream sampling box. A statistical analysis of crab behavioral response to concentrations at the antennules and outer chemosensors can be found in a (future) companion thesis written by Jennifer Page in the School of Biology.
Data were also taken for the three plume types in the absence of blue crabs. The continuous plume average statistics displayed Gaussian behavior at nozzle centerline. The meandering plume data conformed to the meandering plume model of Gifford (1959), modified for an induced pseudo-periodic meander. The pulsed plume displayed characteristics intermediate between the cloud dispersion model (Townsend 1951, Chatwin and Sullivan 1979) and the Gaussian dispersion model for a continuous release. For the three plume types, the standard deviation of the concentration fluctuations was greater than the average concentrations, as time records consisted of intermittent high concentrations interspersed with concentrations close to zero.
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Management of hydrogen sulphide generation at a Kraft paper millRava, Eleonora Maria Elizabeth. January 2008 (has links)
Dissertation (M.Sc. (Chemical engineering)) -- University of Pretoria, 2008. / Includes bibliographical references (p. 42-52)
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Optimization of β-glucosidase activy in recombinant Saccharomyces cerevisiae strainsRanwedzi, Ntanganedzeni 12 1900 (has links)
Thesis (MSc)--University of Stellenbosch, 2007. / ENGLISH ABSTRACT: Wine is a complex medium. Wine aroma, flavour and colour are important quality
factors, but these can be influenced by many factors, such as grape-derived
compounds that exist as free volatiles and also as glycosidically bound. The
chemical composition of wine is determined by factors such as grape variety,
geographic position, viticulture condition, microbial ecology of the grape and the
winemaking process. The varietals aroma is determined by both the volatile and
the non-volatile compounds, such as monoterpenes, norisoprenoids and benzene
derivatives, which are naturally present in the wine. Monoterpenes are very
important in the flavour and aroma of grapes and wine. They can be found in
grapes and wine either in the free, volatile and odorous form, or in the
glycosidically-bound, non-volatile and non-odorous form. The ratio of
glycosidically-bound compounds to free aroma compounds is very high in the
Gewürztraminer, Muscat and Riesling cultivars in particular.
The glycosidic bonds can be hydrolysed either by the acid method or by using
enzymes. The acid method is disadvantageous because it can modify the
monoterpenes, whereas enzymatic hydrolysis has the advantage of not modifying
the aroma character. The enzyme method of breaking the glycosidic bonds occurs
in two successive steps: initial separation of glucose from the terminal sugar by a
hydrolase (a-L-arabinofuranosidase, a-L-rhamnosidase or β-apiosidase,
depending on the aglycone moiety), followed by the breaking of the bond between
the aglycone and glucose by β-glucosidase.
The enzyme β-glucosidase can be obtained from many plant (Vitis vinifera),
bacterial, yeast or fungal sources. Most of the enzymes produced by these sources
are not functional under the winemaking conditions of low pH, low temperature,
high glucose and high ethanol content. However, β-glucosidases from fungal
origins, particularly from Aspergillus spp., are tolerant of winemaking conditions.
The idea of using the β-glucosidase gene from the fungus Aspergillus kawachii
(BGLA), which is linked to the cell wall and the free β-glucosidase, was to
determine if anchoring the enzyme to the cell wall will increase the activity of the
enzyme compared to the free enzyme. Four plasmids, pCEL 16, pCEL 24, pDLG
97 and pDLG 98, were used in this study. BGLA that was cloned into the plasmids
pCEL 24 and pDLG 97 was linked to CWP2, and in pDLG 98 it was linked to AGa1
anchor domains. All the plasmids were genome-integrated and expressed in the
reference strain Saccharomyces cerevisiae 303-1A. All the transformants were
grown in 2% cellobiose and showed higher biomass production compared to the
reference strain. β-Glucosidase activity was also assayed and transformed strain
W16 showed a fourfold increase in activity compared to the reference strain. There
was no significant increase in the activity of the other transformed strains, W24,
W97 and W98. Enzymatic characterisation for optimum pH and temperature was done – for all strains the optimum pH was 4 and the optimum temperature was
40ºC.
The recombinant strains together with the reference strain were used to make
wine from Gewürztraminer grapes. The levels of numerous monoterpenes were
enhanced in the resultant wines. The concentration of nerol was increased
fourfold, that of citronellol twofold, and geraniol was 20% higher than in the wild
type. There was also an increase in the levels of linalool and a-terpinol, but this
was not significant. In wines produced with W97, W98 and W24, monoterpene
levels did not show a significant difference.
In future, the expression of the W16 expression cassette in an industrial wine
yeast strain could be performed. In combination with the production of enzymes
such as a-arabinofuranosidase, a-rhamnosidase and β-apiosidase, which are
involved in the first step of enzymatic hydrolysis, this wine strain could release the
bound monoterpenes and enhance the aroma of the wine. / AFRIKAANSE OPSOMMING: Wyn is ‘n komplekse medium. Wynaroma, -geur en -kleur is belangrike
kwaliteitsfaktore, hoewel hierdie kwaliteite deur verskeie faktore beïnvloed kan
word, soos druifafgeleide verbindings wat as vry vlugtige stowwe teenwoordig kan
wees of glikosidies gebind is. Die chemiese samestelling van wyn word bepaal
deur faktore soos druifvariëteit, geografiese ligging, wingerdkundige toestande,
mikrobiese ekologie van die druif en die wynbereidingsproses. Die variëteitsaroma
word bepaal deur vlugtige en nie-vlugtige verbindings, soos monoterpene,
norisoprenoïede en benseenderivate, wat natuurlik in die wyn voorkom.
Monoterpene is baie belangrik vir die geur en aroma van druiwe en wyn.
Monoterpene is teenwoordig in die druiwe en wyn in vry, vlugtige en geurige, of in
glikosidiesgebinde, nie-vlugtige en nie-geurige vorms. Die verhouding van
glikosidiesgebonde verbindings tot vry aromaverbindings is baie hoog, veral in die
Gewürztraminer-, Muscat- en Riesling-kultivars.
Glikosidiese verbindings kan deur óf die suurmetode óf die ensiemmetode
gehidroliseer word. Die nadeel van die suurmetode is dat dit monoterpene kan
modifiseer, terwyl die ensiemmetode die voordeel het dat dit nie die aromakarakter
modifiseer nie. Die ensiemmetode waarmee die glikosidiese verbinding afgebreek
word, vind in twee opeenvolgende stappe plaas: aanvanklike skeiding van glukose
van die terminale suiker deur ‘n hidrolase (a-L-arabinofuranosidase, a-Lramnosidase
of β-apiosidase, afhangende van die aglikoongedeelte), gevolg deur
die verbreking van die verbinding tussen die aglikoon en glukose deur β-
glukosidase.
Die β-glukosidase-ensiem kan vanaf ‘n verskeidenheid plant- (Vitis vinifera),
bakterie-, gis- en swambronne verkry word. Die meerderheid van die ensieme wat
deur hierdie bronne geproduseer word, is nie onder die wynbereidingstoestande
van lae pH, hoë temperatuur, hoë glukose en hoë etanol funksioneel nie. β-
Glukosidase vanaf ‘n swamoorsprong, veral vanaf Aspergillus-spesies, kan egter
wynbereidingstoestande verdra.
Die idee agter die gebruik van die β-glukosidasegeen afkomstig van die swam
Aspergillus kawachii (BGLA), wat aan die selwand en die vry β-glukosidase
gekoppel is, was om te bepaal of die aktiwiteit van die ensiem in vergelyking met
dié van die vry ensiem verhoog sou word indien die ensiem aan die selwand
geanker is. Vier plasmiede, pCEL 16, pCEL 24, pDLG 97 en pDLG 98, is in hierdie
studie gebruik. BGLA, wat in die plasmiede pCEL 24 en pDLG 97 gekloneer is, is
gekoppel aan CWP2, en in pDLG 98 is dit aan AGa1-ankergebiede gekoppel. Al
die plasmiede is in verwysingsras Saccharomyces cerevisiae 303-1A
genoomgeïntegreer en uitgedruk. Al die transformante is in 2% sellobiose gegroei
en het hoër biomassaproduksie as die verwysingsras getoon. β-Glukosidaseaktiwiteit
is ook geëssaieer en die getransformeerde ras W16 het ‘n viervoudige verhoging in aktiwiteit in vergelyking met die verwysingsras getoon. Daar was geen
noemenswaardige verhoging in die aktiwiteit van die ander getransformeerde
rasse, W24, W97 en W98, nie. Ensimatiese karakterisering vir optimum-pH en -
temperatuur is gedoen – vir al die rasse was die optimum-pH 4 en die
optimumtemperatuur 40ºC.
Die rekombinante rasse, tesame met die verwysingsras, is gebruik om wyn
met Gewürtztraminer-druiwe te maak. Die vlakke van talryke monoterpene is in die
gevolglike wyne verhoog. Die konsentrasie van nerol is viervoudig verhoog, dié
van sitronellol tweevoudig, en geraniol was 20% hoër as in die wilde tipe. Daar
was ook ‘n verhoging in die vlakke van linaloöl en a-terpinol, maar hierdie
verhoging was nie noemenswaardig nie. In wyne wat met W97, W98 en W24
gemaak is, het die monoterpeenvlakke nie ‘n noemenswaardige verskil getoon nie.
In die toekoms sal die uitdrukking van die W16-uitdrukkingskasset in ‘n
industriële wyngisras uitgevoer kan word. In kombinasie met die produksie van
ensieme soos a-arabinofuranosidase, a-ramnosidase, β-apiosidase, wat in die
eerste stap van ensimatiese hidrolise betrokke is, sal hierdie wyngisras die
gebonde monoterpene kan vrylaat en die aroma van die wyn kan verbeter.
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The deletion and overexpression of two esterase genes, IAH1 and TIP1, in Saccharomyces cerevisiae to determine their effects on the aroma and flavour of wine and brandyHignett, Jason Satch 12 1900 (has links)
Thesis (MSc)--University of Stellenbosch, 2002. / ENGLISH ABSTRACT: No single chemical constituent can be accredited with giving wine and brandy their
overall aroma and flavour. The aroma and flavour of wine and brandy are rather
attributed to a number of chemical constituents reacting together and it is these
reactions that give the beverage its character. Certain chemicals within wine and
brandy do, however, make larger contributions to the flavour. These include the
esters, terpenes and volatile acids, although others also exist.
Esters are a large group of volatile compounds with variable aroma and flavour
characteristics, including banana-like (isoamyl acetate), apple-like (ethyl caproate)
and chemical/solvent-like (ethyl acetate). Esters are produced as secondary
metabolites during the conversion of sugar to ethanol and are formed when an
alcohol binds with a fatty acid. Chemically, ester metabolism is well documented and
understood; however, much work still needs to be done on a genetic level. The yeast
strain used during fermentation is one of the most important factors contributing to
the type and quantity of esters produced. This is due to differences in genetic
makeup. The metabolism of esters is controlled largely on a genetic level, with
numerous genes being involved. The alcohol acetyltransferase genes are involved in
ester anabolism, whilst esterase genes are involved in ester catabolism. Esterases
have a negative effect on the overall level of esters within an alcoholic beverage, as
they are capable of reducing the number of esters and are thus capable of altering
the beverage's aroma and flavour profile. The IAH1 and the TIP1 gene products are
believed to encode for two such esterases.
The objective of this study was to investigate the contribution of the IAH1 and
TIP1 genes to the level of esters in both wine and brandy. This was accomplished by
using two approaches. Firstly, the above genes were disrupted using a polymerise
chain reaction (PCR)-generated disruption cassette homologous to either the IAH1 or
the TIP1 gene. These cassettes were integrated into the industrial wine yeast,
Saccharomyces cerevisiae strain VIN13. The integrations were verified by Southern
blot analysis to produce yeasts VIN13-~IAH1 and VIN13-~TIP1; however, only a
single copy of each was disrupted. Secondly, the IAH1 and the TIP1 genes were
cloned from S. cerevisiae using PCR into plasmid pj between the phosphoglycerate
kinase gene (PGK1) promoter and terminator, producing plasmids pJ-IOE1 and
pJ-TOE1. The PGK1 promoter has previously been shown to constitutively express
genes at high levels. These new constructs were then used as template for PCR to
produce two overexpression cassettes, one for IAH1 and the other for TlP1. These
cassettes were integrated into S. cerevisiae VIN13 and verified by Southern blot
analysis to produce strains VIN13-IOE1 and VIN13-TOE1.
The above yeast strains including VIN13 were used for the production of wines
and base wines from Colombard must. Reverse-transcriptase (RT-PCR) confirmed
that the VIN13-IOE1 and VIN13-TOE1 strains overexpressed the appropriate gene at a higher level than the control VIN13 strain. The VIN13-AIAH1 disrupted strain
showed no difference in expression level to that of the control strain, whilst
VIN13-ATIP1 showed lower levels of expression than that of the control strain.
VIN13-IOE1 behaved as expected, with a decrease of between 30% and 60% in the
total ester level in the wine and base wine respectively, a 30% decrease in the total
acid level and no change in the higher alcohol level. The VIN13-AIAH1 strain showed
no difference to the control wine, most likely as this strain still expressed the IAH1
gene at levels consistent with the control strain. VIN13-TOE1 behaved in an
unexpected manner - instead of hydrolysing esters, it appeared to produce them.
This increase in the total ester level was most noticeable during distillation, when a
20% increase took place. Another unexpected occurrence was a large decline in the
total acid level, with acetic acid being the most significant contributor, decreasing by
up to 78%. This is a very favourable finding, as acetic acid is a known spoilage
molecule and is a cause of sluggish/stuck fermentations. VIN13-ATIP1 behaved in an
opposite manner to VIN13-TOE1, with higher total acid levels and slightly decreased
total ester levels, especially during distillation. Neither affected the total higher
alcohol levels. Sensorially, the only significant difference in the wine samples was for
the fruity flavour. A panel of judges distinguished that VIN13-TOE1 was fruitier than
the other wines, with VIN13-ATIP1 being the least fruity.
This study again proves the significant impact that a single gene can have on the
chemical makeup of wine and brandy. The relatively simple genetic alteration of an
organism can drastically change and improve not only the organoleptic properties of
the organism, but its viability as well. These alterations can produce more favourable
organisms with more desirable characteristics for the fermenting beverage industry to
produce products of higher quality and better suitability. / AFRIKAANSE OPSOMMING: Geen chemiese komponent kan uitgesonderword as die produseerder van aroma en
geur in wyn of brandewyn nie. Die aroma en geur van wyn en brandewyn word
eerder toegeskryf aan die interaksie tussen 'n groot aantal chemiese komponente
om aan die drank sy karakter te gee. Enkele van hierdie chemiese komponente sluit
in esters, terpene en vlugtige sure, om maar 'n paar te noem.
Esters is "n groot groep van vlugtige verbindings wat beskik oor 'n
verskeidenheid van aroma- en geurkenmerke, soos piesangagtig (isoamielasetaat),
appelagtig (etielkaproaat) en chemies/oplosmiddelagtig (etielasetaat). Esters word as
sekondêre metaboliete geproduseer wanneer suikers na etanolomgeskakel word en
word gevorm wanneer "n alkohol met "n vetsuur verbind. Estermetabolisme is
chemies goed beskryf en verstaan, maar op "n genetiese vlak is daar nog heelwat
aspekte wat nagevors moet word. Die gisras betrokke gedurende fermentasie word
beskou as een van die grootse bydraes tot die tipe en die hoeveelheid esters wat
geproduseer word. Dit word toegeskryf aan verskille in die genetiese saamestelling
van die gisras. Ester metabolisme word grootliks deur genetiese faktore beheer en
verskeie gene is betrokke. Dit is hoofsaaklik die alkoholasetieltransferasegene wat vir
esterkatabolisme verantwoordelik is, terwyl die esterasegene vir esteranabolisme
verantwoordelik is. Esterases het 'n negatiewe effek op die totale estervlak binne
alkoholiese dranke deurdat hulle in staat is om die aantal esters drasties te verminder
en sodoende die drank se aroma- en geurprofiel te verander. Daar is voorgestel dat
die IAH1- en die TlP1-geen produkte is wat vir twee sulke esterases kodeer.
Die doel van hierdie studie was om die IAH1- en die TIP1-gene se bydrae tot die
totale estervlak in wyn en brandewyn te ondersoek. Dit is deur twee benaderings
uitgevoer. Eerstens is die bogenoemde gene d.m.V. disrupsiekassette wat homoloog
aan die IAH1- of die TlP1-gene was, uitgeslaan. Die disrupsiekassette is deur die
polimerasekettingreaksie (PKR) geproduseer. Hierdie kassette is in die industriële
wyngis, Saccharomyces cerevisiae VIN13, geïntegreer. Die integrasies is deur
Southernkladanalise bevestig en het die giste VIN13-~IAH1 en VIN13-~TIP1
gelewer. Net 'n enkele kopie van elke geen is egter uitgeslaan. Tweedens is die
IAH1- en TIP1-gene d.m.V. PKR vanaf S. cerevisiae binne in plasmied pJ gekloneer,
tussen die fosfogliseraatkinasegeen (PGK1) se promotor en termineerder, om
plasmiede pJ-IOE1 en pJ-TOE1 te produseer. Die PGK1-promotor is al tevore
geïdentifiseer as "n hoë-vlak konstitutiewe uitdrukker van gene. Hierdie twee nuwe
konstrukte het vervolgens gedien as templaat vir PKR om twee
ooruitdrukkingskassette, een vir IAH1 en die ander vir TIP1, te produseer. Hierdie
kassette is in S. cerevisiae VIN13 geïntegreer en bevestig deur Southernkladanalise.
Hierdie integrasies het die giste VIN13-IOE1 en VIN13-TOE1 geproduseer.
All die nuwe gisrasse, tesame met VIN13, is gebruik vir die produksie van wyne
sowel as rebatwyne vanaf Colombard-mos. Omgekeerde-transkriptase polimerasekettingreaksie (OT-PKR) het bewys dat die VIN13-IOE1 en VIN13-TOE1
rasse die geskikte geen ooruitgedruk het, met hoêr vlakke as van die kontrole
VIN13-ras. Dit het ook aangedui dat die VIN13-i\IAH1-ras, waarvan die geen
uitgeslaan was, geen verskil in uitdrukking gehad het in vergelyking met die
kontroleras nie, terwyl VIN13-i\TIP1 'n lae uitdrukkingsvlak getoon het. VIN13-IOE1
het teen verwagting opgetree, met 'n afname van tussen 30% en 60% in die totale
estervlak in beide die wyne en rebatwyne. 'n Afname van 30% in die totale suurvlak,
asook geen waarneembare verskil in die hoêr alkoholvlak, in vergelyking met die
kontroleras, is ook opgemerk. Die VIN13-i\IAH1-ras het glad nie van die kontroleras
verskil nie, heel waarskynlik omdat hierdie ras die IAH1-geen teen dieselfde vlak as
die kontroleras kon uitdruk. Die VIN13-TOE1-ras het teen verwagting opgetree
deurdat dit esters geproduseer het i.p.v. om esters te hidroliseer. Hierdie toename in
die totale estervlak is die meeste waarneembaar tydens distillasie, met tot 'n 20%
toename. Nog 'n onverwagte effek was die groot afname in die totale suurvlak. met
asynsuur wat die betekenisvolste bydrae gelewer het deurdat dit 'n afname van tot
78% getoon het. Hierdie bevinding is baie voordelig, aangesien asynsuur, 'n bekende
bederfmolekuul, veral vir slepende/gestaakte fermentasies verantwoordelik is.
VIN13-i\TIP1 het op die teenoorgestelde wyse opgetree as VIN13-TOE1, met 'n hoêr
totale suurvlak en 'n klein afname in die totale estervlak. Weereens is dit meer
gedurende distillasie waargeneem. Beide rasse het egter geen effek op die hoêr
alkoholvlak gehad nie. Die proepaneel het, met betrekking tot die vrugtige geur, een
betekenisvolle geurverskil tussen die wyne gevind. VIN13-TOE1 was meer vrugtig as
al die ander wyne en VIN13-i\TIP1 was die minste vrugtig.
Die studie het weereens bewys dat 'n enkele geen 'n betekenisvolle effek op die
chemiese samestelling van wyn en brandewyn kan hê. Die relatief eenvoudige
genetiese verandering van 'n organisme kan die organoleptiese eienskappe asook
die lewensvatbaarheid van "n organisme, drasties verander en verbeter.
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Influência dos parâmetros de processo na formação do aroma e sabor indesejado de cereal em café aglomeradoLeobet, Elenir Lila 08 November 2013 (has links)
O café solúvel aglomerado é produto da aglomeração do café solúvel em pó. A sua produção envolve etapas de processo cujas variações térmicas modificam qualitativamente e quantitativamente a fração de compostos voláteis responsáveis pelo aroma e sabor do produto acabado. A indústria de bebidas de café considera o sabor e aroma de cereal como um defeito na produção de café solúvel aglomerado. Desta forma, este trabalho objetivou aplicar o planejamento experimental para avaliação dos parâmetros de processo da produção de café solúvel aglomerado em escala industrial. Os efeitos destes parâmetros nos componentes voláteis do café e na intensidade do gosto de cereal foram avaliados através do planejamento fracionário 24-1 com resolução IV. As variáveis independentes estudadas foram temperatura do queimador (TQ), fluxo de ar de processo (FA), temperatura da seção quente do leito (TL) e pressão de vapor (PV). Os resultados do planejamento experimental deram-se pela utilização de análise sensorial conduzida por equipe treinada para a detecção do aroma e sabor indesejado. Adicionalmente, os compostos voláteis foram extraídos pela técnica microextração em fase sólida com amostragem no headspace (HS-MFES), identificados e quantificados por cromatografia gasosa acoplada a espectrometria de massa (CG-EM). O efeito dos fatores estudados foi avaliado mediante análise de variância (ANOVA) com nível de significância de 90% e os resultados expressos por gráficos de pareto. A análise de componentes principais (ACP) foi realizada com o intuito de identificar dentre os compostos que podem conferir sabor e aroma de cereais aqueles tem a maior contribuição e quais as condições de processo ideias para evitar a formação do sabor e aroma de cereal. De acordo com ACP foi constatado que piridina, 2-metoxi-4-vinilfenol, 2,3-dimetilpirazina, 2,5-dimetilpirazina, 2,6-dimetilpirazina, 4-metiltiazol, pirazina, 2-metoxifenol, 4,5-dimetiltiazol contribuem para formação do sabor e aroma de cereal. Também indicou que a aglomeração deve ocorrer conforme TQ=215ºC, FA=250rpm, TL=120ºC e PV=1,2 x100KPa. / The agglomerated instant coffee is the product of the powder instant coffee agglomeration. Its production involves stages of processes whose thermal variations change qualitatively and quantitatively the volatile compounds fractions responsible for the aroma and flavor of the finished product. The coffee beverage industry considers the cereal like flavor and aroma as a fault in the production of the agglomerated instant coffee. In this way, this study had as the aim to apply experimental plan to evaluate the parameters of the processes of the agglomerated instant coffee production on an industrial scale. The effects of those parameters in the coffee volatile components and in the intensity of the cereal taste were evaluated through the fractional 24-1 with resolution IV. The independent variables studied were the burner temperature (BT), the process air flow (AF), the temperature of the fluidized bed hot section (LT) and the steam pressure (SP). The results of the experimental plan were made by the use of sensory analysis performed by a trained team for the detection of the undesired aroma and flavor. Additionally, the volatile compounds were extracted by solid-phase microextractiontechniquewithsampling in theheadspace (HS-SPME), identified and quantified by gas chromatography coupled to mass spectrometry (GC-MS). The effect of the factors studied was evaluated by variance analysis (ANOVA) with significance level of 90% and the results showed by Pareto charts. The principal components analysis (PCA) was made with the aim to identify, among several compounds, those that implies on more cereal flavor and aroma, those which major contribution and which ideal process conditions could be used to reduce the cereal flavor and aroma development. According to PCA, it was found that pyridine, 2-metoxi-4-vinylphenol, 2,3-dimethylpyrazine, 2,5-dimetylpyrazine, 2,6-dimethylpyrazine, 4-methyltiazol, pyrazine, 2-methoxyphenol, 4,5-dimethylthiazol contribute to the development of the cereal flavor and aroma. It was also found that the agglomeration must be according to TQ = 215°C, AF=250 rpm, LT=120°C and EPV = 1,2 x 100 KPa.
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Remoção dos compostos 2-metilisoborneol e geosmina da água de abastecimento por carvão ativado granular e ação microbianaJuliano, Viviane Berwanger January 2010 (has links)
O processo de eutrofização das águas, principalmente pelo aporte de fósforo e nitrogênio, favorece a ocorrência de florações de cianobactérias. Uma consequência desses eventos é a produção e emissão dos metabólitos 2-metilisoborneol (MIB) e trans-1,10-dimetil-trans-9-decalol (geosmina). Estes compostos são álcoois terciários que podem ser detectados em baixas concentrações pelos consumidores, 5 a 10 ng/l, deixando a água com “cheiro e gosto de terra e mofo”. MIB e geosmina, particularmente na forma dissolvida (extracelular), mostram-se recalcitrantes aos métodos convencionais de tratamento de água. As metodologias atualmente empregadas na remoção desses metabólitos apresentam-se pouco eficientes e de elevado custo operacional, incentivando as pesquisas relacionadas às alternativas de tratamento. O presente estudo foi realizado em duas etapas, onde a primeira buscou avaliar a remoção de MIB e geosmina por adsorção em carvão ativado granular e a segunda, a degradação dos metabólitos por atividade microbiológica. Primeiramente, os carvões ativados granulares foram caracterizados através do número de iodo e área superficial BET. Em seguida, foi determinado o tempo de equilíbrio de adsorção para cada carvão e por último, foi avaliada a capacidade adsortiva através das Isotermas de Freundlich. O estudo sobre a oxidação biológica dos compostos causadores de gosto e odor consistiu no isolamento, identificação e testes de biodegradação de bactérias que utilizam MIB e geosmina como única fonte de carbono para o seu metabolismo. No que se refere à capacidade de adsorção, foi observado que os carvões de madeira e casca de coco apresentaram os melhores desempenhos na remoção de MIB e geosmina, respectivamente. Esses carvões removeram os compostos abaixo do limite de detecção olfativa (10 ng/l), com doses de 50 mg/l e tempo de contato de duas horas. Essa caracterização mostrou-se de fundamental importância na escolha do carvão mais adequado para aplicação no tratamento de água. Uma vez que pouco se conhece a respeito da comunidade bacteriana, presente em águas naturais, ao que se sabe, este trabalho é o primeiro registro da capacidade individual de bactérias Gram positivas e negativas degradarem os compostos causadores de gosto e odor, na mesma solução teste. A remoção de cerca de 90 e 96% de MIB e geosmina ao longo de 48 e 120 horas de experimento, respectivamente, demonstrou que essas bactérias podem ser utilizadas em estratégias de purificação biológica da água. A identificação molecular dos isolados bacterianos, obtidos no Lago Guaíba, registrou quatro novos gêneros capazes de degradar MIB e geosmina: Burkholderia sp, Caulobacter sp, Klebsiella sp e Leucobacter sp. Além desses, um isolado foi classificado como Arthrobacter sp, outro como Sphingomonadaceae e três como Enterobacteriaceae. O sucesso no isolamento, manutenção de culturas puras, identificação e determinação da capacidade desses microrganismos degradarem MIB e geosmina da água sugere um potencial de utilização dessas bactérias em processos de filtração biológica, que utilizam carvão ativado granular. Esse conhecimento pode ser usado como uma nova ferramenta para a remoção de substâncias que causam gosto e odor, sendo essencial para garantir uma água de qualidade para o consumo humano. / Water eutrophication process, by phosphorous and nitrogen levels, allows cyanobacteria blooms which promotes, among other effects, the generation and release of the metabolites 2-methylisoborneol (MIB) and trans-1,10-dimethyl-trans-9- decalol (geosmin). These compounds are tertiary alcohols that may lend earthymusty tastes and odors to water, characteristics detected by consumers when the metabolites are present at concentrations as low as 5 to 10 ng/l. When present in water, mainly in the dissolved form (extracellular), MIB and geosmin are difficult to be removed by conventional treatment methods. The methodologies currently employed to remove these metabolites lack efficiency and increase operational costs, arousing the interest in research to develop alternative water treatment approaches. The present study was conducted in two steps. The first step evaluated the removal of MIB and geosmin by adsorption using different types of granular activated carbon, while the second step assessed the degradation of the metabolites by microbiological activity. Firstly, granular activated carbon was analyzed for iodine number and BET surface area. Next, adsorption equilibrium time was measured for each carbon type. Then, adsorption capacity was evaluated using the Freundlich isotherm. Biological oxidation of compounds causing taste and odor included isolation, identification and biodegradation tests using bacteria that employ MIB and geosmin as the only carbon sources. Regarding adsorption capacity, wood and coconut shell carbon performed better in MIB and geosmin removal, respectively, affording removal to levels below the odor threshold concentration (10 ng/l), using 50 mg/l solutions of each carbon and exposure times of 2 h. This characterization proves the importance of choosing the most appropriate carbon to employ in water treatment. Since little is known on the bacterial community thriving in natural waters, as far as we know this is the first study to record the capacity of Gram-positive and Gramnegative bacteria to individually degrade compounds that cause taste and odor in water, in the same test solution. The removal of 90 and 96% of MIB and geosmin within 48 and 120 h of exposure, respectively, shows that these bacteria may be used in water purification strategies. The molecular identification of the bacterial isolates obtained in Lake Guaíba revealed four new genera capable to degrade MIB and geosmin: Burkholderia sp., Caulobacter sp., Klebsiella sp., and Leucobacter sp. Apart from these isolates, one Arthrobacter sp., one Sphingomonadaceae and three Enterobacteriaceae isolates were also identified. The successful isolation, maintenance of pure cultures, identification and determination of these microorganisms’ capacities to degrade MIB and geosmin in water suggests that these bacteria may be used in biological filtration processes that utilize granular activated carbon. This knowledge may be used as a new tool to remove substances that lend taste and odor to water, and is an essential aspect to guarantee quality water for human consumption.
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Participação do receptor beta-adrenérgico na modulação do comportamento defensivo de ratos expostos ao odor de gatoMonte, Fabrício Hoffmann Martins do January 2006 (has links)
Dissertação (mestrado) - Universidade Federal de Santa Catarina, Centro de Ciências Biológicas. Programa de Pós-Graduação em Farmacologia. / Made available in DSpace on 2012-10-22T15:02:55Z (GMT). No. of bitstreams: 1
225418.pdf: 2520051 bytes, checksum: b59986e81eda2d965b91443a5dedb96d (MD5) / Estudos têm demonstrado que o odor do predador é um potente estímulo ansiogênico, fornecendo elementos para a avaliação do comportamento defensivo natural em roedores. Durante situações de estresse ou perigo potencial, a liberação de adrenalina ocasiona ativação de receptores beta-adrenérgicos nas vias ascendentes do vago para estruturas do SNC envolvidas na expressão e consolidação do medo e de suas respostas defensivas. O objetivo principal do presente estudo foi avaliar a participação do sistema beta-adrenérgico no comportamento defensivo de ratos expostos ao modelo do odor de gato. Para este propósito, realizamos inicialmente uma validação biológica e farmacológica do modelo dentro das condições experimentais de nosso laboratório. Em seguida, avaliamos o papel da neurotransmissão beta-adrenérgica central e periférica na resposta defensiva de ratos submetidos a este modelo. Nesta etapa, utilizamos em nossos estudos antagonistas beta-adrenérgicos como o propranolol, com ações farmacológicas centrais e periféricas, e o nadolol, com ações restritas à periferia. Por fim, avaliamos o envolvimento da neurotransmissão noradrenérgica do núcleo PMd - uma estrutura hipotalâmica amplamente relacionada ao comportamento defensivo inato - sobre a resposta defensiva de ratos expostos ao odor de gato, através da microinjeção de atenolol, um bloqueador beta1 seletivo, diretamente nesta estrutura. Nossos resultados demonstraram que a injeção sistêmica de propranolol, bem como as microinjeções de atenolol no PMd, foram eficazes na redução da resposta defensiva. Estes achados sugerem uma participação do sistema beta-adrenérgico central, além de reforçar o papel chave do PMd no comportamento de defesa inato frente ao odor de gato.
Substantial evidences have been showing that predator odor is a powerful anxiogenic stimulus, providing insights into natural defensive behavior evaluation in rodents. During situations of stress or potential danger, epinephrine release actives beta-adrenoreceptors on the ascending vagus, projecting to central nervous system structures, which are believed to be important in the expression and consolidation of the fear and its defensive responses. The main aim of this study was to verify the beta-adrenergic system participation, in the behavior response of rats toward cat odor model. For this purpose, firstly we have realized the biological and pharmacological validation of the cat odor model in accordance to the experimental conditions of our laboratory. Next, the role of central and peripheral beta-adrenergic neurotransmission in rats submitted to this model was evaluated. Whereas propranolol was used to block beta-adrenoceptor at central and peripheral sites of action, nadolol, did it predominantly at the peripheral system. Finally, we have checked the noradrenergic involvement of the PMd - a hypothalamic structure that takes part in the innate defensive behavior - in the defensive response of rats exposed to cat odor, using atenolol, a selective beta1-blocker, microinjected directly into this structure. Our results demonstrate that either propranolol systemic injection or atenolol microinjections into PMd, were able to reduce the defensive behavior of rats exposed to cat odor. These findings suggest a central beta-adrenergic system participation in the innate defensive behavior toward cat odor strengthening the key role of the PMd on this behavior.
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Avaliação de um biofiltro piloto para desodorização de compostos orgânicos do setor petroquímicoSouza, Marcos Lopes de January 2007 (has links)
Dissertação (mestrado) - Universidade Federal de Santa Catarina, Centro Tecnológico. Programa de Pós-Graduação em Engenharia Ambiental / Made available in DSpace on 2012-10-23T14:56:07Z (GMT). No. of bitstreams: 0 / A poluição odorífera tem gerado diversos conflitos entre as fontes de emissão e a população afetada. Odores desagradáveis são provenientes de inumeras fontes, dentre as quais a indústria petrolífera. Os parques industriais de derivados de petróleo emitem diversos compostos compostos orgânicos voláteis (COV), muitos de natureza odorífera.
A biofiltração, a qual é uma tecnologia de baixo custo para desodorização, foi utilizada para reduzir odores de gasolina comercial gerados a partir de uma fonte sintética. Um biofiltro em escala piloto utilizando turfa como material suporte, foi monitorado durante 140 dias a uma taxa de aplicação superficial (TAS) de 62 m3/m2.h e um tempo de contato (TC) de 52 segundos. A umidade mantida no leito variou entre 50 e 60% e o pH médio foi de 5,4. As amostragens semanais do gás odorante bruto e do gás tratado permitiram avaliar a eficiência do sistema através de análises olfatométricas e análises físico-químicas. Através da olfatometria, um corpo de jurados composto entre seis e dez pessoas avaliaram os seguintes parâmetros relativos a um estudo de impacto de odor: concentração, intensidade, qualidade, hedonicidade e nível de incômodo. As análises físico-químicas foram realizadas por uma unidade de cromatografia gasosa acoplada a um espectrômetro de massa. Estas análises permitiram a identificação dos compostos presentes nas amostras pré e pós-tratamento, bem como a avaliação da redução da concentração e do número de compostos proporcionada pela biofiltração. Após 140 dias de operação a redução da concentração do odor foi de 87%, a intensidade do odor da amostra tratada foi fraca, a hedonicidade foi agradável e o nível de incômodo foi nulo.
As concentrações de benzeno, tolueno, etilbenzeno e xilenos foram reduzidas respectivamente em :89,98%, 46,43%, 25,0% e 68,60%. A quantidade de compostos foi reduzida significativamente de 65 para a amostra contendo o gás odorante bruto para 16 compostos presentes na amostra tratada. A biofiltração mostrou-se uma alternativa promissora no combate às emissões odoríferas provenientes do setor petrolífero.
Malodorous atmospheric emissions have been the cause of a number of conflicts between their emission sources and the affected population. There are many different sources of odor emissions, and petrochemical companies are an example of such.
Petroleum-derived fuels are formed by a large number of volatile organic compounds (VOC), and many of those are odoriferous. The biofiltration, which is a technology of low cost for deodorization, was used to reduce commercial gasoline odors generated from a synthetic source. One biofilter in pilot-scale using turf as material support was monitored during 140 days to a tax of superficial application (TAS) of 62 m3/m2.h and a time of contact (TC) of 52 seconds. The humidity kept in the bed varied between 50 and 60% and the pH average were of 5,4. Weekly samples of raw and treated gas had allowed to evaluate the efficiency of the system through olfactometric and physicalchemical analyses. Through the olfactometry, an olfactometric jury composed between six and ten people had evaluated the following relative parameters to a study of odor impact: concentration, intensity, quality, hedonic character, and annoyance level. The analyses physical-chemical had been carried through by chromatography unit coupled with a mass spectrometer. The physical-chemical analyses were conducted in order to identify the compounds present in the samples collected before and after treatment, and to evaluate the concentration reduction of the odorous compounds through biofiltration.
After 140 days of operation, the observed odor concentration reduction was of 87%. The treated gas had weak odor intensity, a pleasant hedonic value and the annoyance level was inexistent. The benzene, toluene, ethyl benzene and xylene concentrations were reduced in 89,98%, 46,43%, 25,0% and 68,60%, respectively. The amount of compounds was reduced significantly of 65 for the sample contends the raw gas for 16 compounds gifts in the treated sample. The biofiltration revealed a promising alternative in the treatment the odoriferous emissions proceeding from the petrochemical sector.
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Remoção dos compostos 2-metilisoborneol e geosmina da água de abastecimento por carvão ativado granular e ação microbianaJuliano, Viviane Berwanger January 2010 (has links)
O processo de eutrofização das águas, principalmente pelo aporte de fósforo e nitrogênio, favorece a ocorrência de florações de cianobactérias. Uma consequência desses eventos é a produção e emissão dos metabólitos 2-metilisoborneol (MIB) e trans-1,10-dimetil-trans-9-decalol (geosmina). Estes compostos são álcoois terciários que podem ser detectados em baixas concentrações pelos consumidores, 5 a 10 ng/l, deixando a água com “cheiro e gosto de terra e mofo”. MIB e geosmina, particularmente na forma dissolvida (extracelular), mostram-se recalcitrantes aos métodos convencionais de tratamento de água. As metodologias atualmente empregadas na remoção desses metabólitos apresentam-se pouco eficientes e de elevado custo operacional, incentivando as pesquisas relacionadas às alternativas de tratamento. O presente estudo foi realizado em duas etapas, onde a primeira buscou avaliar a remoção de MIB e geosmina por adsorção em carvão ativado granular e a segunda, a degradação dos metabólitos por atividade microbiológica. Primeiramente, os carvões ativados granulares foram caracterizados através do número de iodo e área superficial BET. Em seguida, foi determinado o tempo de equilíbrio de adsorção para cada carvão e por último, foi avaliada a capacidade adsortiva através das Isotermas de Freundlich. O estudo sobre a oxidação biológica dos compostos causadores de gosto e odor consistiu no isolamento, identificação e testes de biodegradação de bactérias que utilizam MIB e geosmina como única fonte de carbono para o seu metabolismo. No que se refere à capacidade de adsorção, foi observado que os carvões de madeira e casca de coco apresentaram os melhores desempenhos na remoção de MIB e geosmina, respectivamente. Esses carvões removeram os compostos abaixo do limite de detecção olfativa (10 ng/l), com doses de 50 mg/l e tempo de contato de duas horas. Essa caracterização mostrou-se de fundamental importância na escolha do carvão mais adequado para aplicação no tratamento de água. Uma vez que pouco se conhece a respeito da comunidade bacteriana, presente em águas naturais, ao que se sabe, este trabalho é o primeiro registro da capacidade individual de bactérias Gram positivas e negativas degradarem os compostos causadores de gosto e odor, na mesma solução teste. A remoção de cerca de 90 e 96% de MIB e geosmina ao longo de 48 e 120 horas de experimento, respectivamente, demonstrou que essas bactérias podem ser utilizadas em estratégias de purificação biológica da água. A identificação molecular dos isolados bacterianos, obtidos no Lago Guaíba, registrou quatro novos gêneros capazes de degradar MIB e geosmina: Burkholderia sp, Caulobacter sp, Klebsiella sp e Leucobacter sp. Além desses, um isolado foi classificado como Arthrobacter sp, outro como Sphingomonadaceae e três como Enterobacteriaceae. O sucesso no isolamento, manutenção de culturas puras, identificação e determinação da capacidade desses microrganismos degradarem MIB e geosmina da água sugere um potencial de utilização dessas bactérias em processos de filtração biológica, que utilizam carvão ativado granular. Esse conhecimento pode ser usado como uma nova ferramenta para a remoção de substâncias que causam gosto e odor, sendo essencial para garantir uma água de qualidade para o consumo humano. / Water eutrophication process, by phosphorous and nitrogen levels, allows cyanobacteria blooms which promotes, among other effects, the generation and release of the metabolites 2-methylisoborneol (MIB) and trans-1,10-dimethyl-trans-9- decalol (geosmin). These compounds are tertiary alcohols that may lend earthymusty tastes and odors to water, characteristics detected by consumers when the metabolites are present at concentrations as low as 5 to 10 ng/l. When present in water, mainly in the dissolved form (extracellular), MIB and geosmin are difficult to be removed by conventional treatment methods. The methodologies currently employed to remove these metabolites lack efficiency and increase operational costs, arousing the interest in research to develop alternative water treatment approaches. The present study was conducted in two steps. The first step evaluated the removal of MIB and geosmin by adsorption using different types of granular activated carbon, while the second step assessed the degradation of the metabolites by microbiological activity. Firstly, granular activated carbon was analyzed for iodine number and BET surface area. Next, adsorption equilibrium time was measured for each carbon type. Then, adsorption capacity was evaluated using the Freundlich isotherm. Biological oxidation of compounds causing taste and odor included isolation, identification and biodegradation tests using bacteria that employ MIB and geosmin as the only carbon sources. Regarding adsorption capacity, wood and coconut shell carbon performed better in MIB and geosmin removal, respectively, affording removal to levels below the odor threshold concentration (10 ng/l), using 50 mg/l solutions of each carbon and exposure times of 2 h. This characterization proves the importance of choosing the most appropriate carbon to employ in water treatment. Since little is known on the bacterial community thriving in natural waters, as far as we know this is the first study to record the capacity of Gram-positive and Gramnegative bacteria to individually degrade compounds that cause taste and odor in water, in the same test solution. The removal of 90 and 96% of MIB and geosmin within 48 and 120 h of exposure, respectively, shows that these bacteria may be used in water purification strategies. The molecular identification of the bacterial isolates obtained in Lake Guaíba revealed four new genera capable to degrade MIB and geosmin: Burkholderia sp., Caulobacter sp., Klebsiella sp., and Leucobacter sp. Apart from these isolates, one Arthrobacter sp., one Sphingomonadaceae and three Enterobacteriaceae isolates were also identified. The successful isolation, maintenance of pure cultures, identification and determination of these microorganisms’ capacities to degrade MIB and geosmin in water suggests that these bacteria may be used in biological filtration processes that utilize granular activated carbon. This knowledge may be used as a new tool to remove substances that lend taste and odor to water, and is an essential aspect to guarantee quality water for human consumption.
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Utilização de algoritmo genético para calibração de modelo de emissão de sulfeto de hidrogênio em estação de tratamento de esgoto com reator UASB e biofiltros aerados submersosSantos, Kenyo Colnago dos 28 September 2007 (has links)
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Previous issue date: 2007-09-28 / Algumas Estações de Tratamento de Esgotos já possuem equipamentos e processos que
reduzem as emissões de gases odorantes, entretanto, a população circunvizinha a esse tipo de
empreendimento ainda pode ser afetada, visto que o sistema olfativo humano é capaz de
perceber a presença de odores em concentrações extremamente baixas e em curtos intervalos
de tempo. A estimativa da emissão de gases odorantes em ETE pode ser obtida através de
modelos matemáticos que envolvem um balanço de massa em cada unidade da ETE, onde
equações empíricas simulam os fenômenos físicos, químicos e biológicos (volatilização,
stripping, adsorção, absorção, biodegradação e oxidação química) responsáveis pela remoção
dos gases odorantes dissolvidos na massa de esgoto. Lopes (2005) adaptou um modelo de
emissão para estimar a concentração e as taxas de remoção e emissão de H2S a partir de uma
ETE do tipo compacta, composta por digestor anaeróbio de fluxo ascendente (UASB)
associado a um biofiltro aerado submerso (BF). Apesar dos bons resultados apresentados pelo
modelo de emissão adaptado, foi verificada a necessidade de sua calibração devido ao uso de
parâmetros empíricos obtidos a partir de outros trabalhos que utilizaram outros tipos de ETE.
O objetivo deste trabalho consiste na calibração do modelo de emissão adaptado e avaliado
por Lopes (2005) através do uso da técnica de algoritmo genético (AG), responsável por
reestimar alguns parâmetros associados às equações empíricas do modelo. Os resultados
obtidos revelaram que os parâmetros associados à transferência global de massa entre a fase
líquida e a fase gasosa diminuíram em torno de 25% após a calibração; o parâmetro associado
à correção do oxigênio para H2S aumentou em 66.6%; e o parâmetro associado à
biodegradação (remoção de H2S na fase líquida do BF) não sofreu alteração significativa após
a calibração do modelo. As novas estimativas da concentração de H2S nas unidades estação
elevatória (EE), caixa de areia (CA), UASB e BF, aproximaram-se das concentrações medidas
por Sá (2004), comparando com as concentrações estimadas antes da calibração do modelo de
emissão, em 0.51%, 0.25%, 0.29% e 1.96%, respectivamente. Em relação as taxas de emissão
de H2S estimadas após a calibração do modelo de emissão, houve uma redução de 23% na EE,
11.6% na CA, 1.2% no UASB, 10.5% na CDV e 12.6% no BF, comparando com as taxas de
emissão estimadas antes da calibração do modelo. / Some wastewater treatment plants already have equipments and processes that reduce
emissions of odorant gases, however, the population surrounding this type of plant can still be
affected by it, due to the fact that human olfactory system is capable of perceiving the
presence of odors in extremely low concentrations and short time interval.. The estimative of
the odorant gases emission in WWTP can be obtained through mathematical models which
involve a balance of mass in each of the WWTP units, where empirical equations simulate the
physical, chemical and biological phenomena (volatilization, stripping, adsorption,
absorption, biodegradation and chemical oxidation) responsible for the removal of the
odorant gases dissolved in the wastewater mass. Lopes (2005) adapted an emission model in
order to estimate concentration, removal and emission rates of H2S from a compact type of
WWTP, composed by upward flow anaerobic digester (UASB) associated with a submerged
aired biofilter (BF). In spite of the good results showed by adapted emission model, it was
detected a need to calibrate it due to the use of empirical parameters obtained from other
works that used other types of WWTP. The goal of this work is to calibrate the adapted and
evaluated emission model by Lopes (2005) through the use of the genetic algorithm (AG)
technique, responsible for reestimate some of the parameters associated with the empirical
equations of the model. The results obtained showed that the parameters associated with the
overall mass transfer between the gas phase and liquid phase decreased by around 25% after
calibration; the parameter associated with the correction of oxygen to H2S increased by
66.6%, and the parameter associated with biodegradation (H2S removal of the liquid phase of
BF) suffered no significant changes after the model calibration. The new estimates of the
concentration of H2S in pumping station (EE) units, grid chamber (CA), UASB and BF were
similar to the ones measured by Sá (2004), comparing to the concentrations estimated before
the calibration of the emissions model, 0.51%, 0.25%, 0.29% and 1.96%, respectively.
Regarding the estimated emission rates of H2S after the calibration of the emissions model,
there was a reduction of 23% in EE, 11.6% in CA, 1.2% in the UASB, 10.5% in the CDV and
12.6% in BF, compared to the estimated emission rates before the calibration of the model.
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