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Gato, Shirley, i s3024038@rmit edu au. "Forecasting Urban Residential Water Demand". RMIT University. Civil, Environmental and Chemical Engineering, 2006. http://adt.lib.rmit.edu.au/adt/public/adt-VIT20070202.113452.
Pełny tekst źródłaScheepers, Hester Maria. "Deriving peak factors for residential indoor water demand by means of a probability based end-use model". Thesis, Stellenbosch : Stellenbosch University, 2012. http://hdl.handle.net/10019.1/71639.
Pełny tekst źródłaENGLISH ABSTRACT: The expected peak water demand in a water distribution system (WDS) is an important consideration for WDS design purposes. In South Africa the most common method of estimating peak demand is by multiplying the average demand by a dimensionless peak factor. A peak factor is the ratio between the maximum flow rate (which refers to the largest volume of flow to be received during a relatively short time period, say , expressed as the average volume per unit time), and the average flow rate over an extended time period. The magnitude of the peak factor will vary, for a given daily water demand pattern, depending on the chosen value of . The design guidelines available give no clear indication of the time intervals most appropriate for different peak factor applications. It is therefore important to gain a better understanding regarding the effect of on the derived peak factor. A probability based end-use model was constructed as part of this study to derive diurnal residential indoor water demand patterns on a temporal scale of one second. These stochastically derived water demand patterns were subsequently used to calculate peak factors for different values of , varying from one second to one hour. The end-use model derived the water demand patterns by aggregating the synthesised end-use events of six residential indoor end-uses of water in terms of the water volume required, duration and the time of occurrence of each event. The probability distributions describing the end-use model parameters were derived from actual end-use measurements that had previously been collected in a noteworthy North-American end-use project (Mayer et al., 1999). The original comprehensive database, which included water measurements from both indoor and outdoor end-uses, was purchased for use in this project. A single execution of the end-use model resulted in the synthesised diurnal water demand pattern for a single household. The estimated water demand pattern for simultaneous water demand by groups of households was obtained by adding individual iterations of the end-use model, considering group sizes of between one and 2 000 households in the process. A total of 99 500 model executions were performed, which were statistically aggregated by applying the Monte Carlo method and forming 4 950 unique water demand scenarios representing 29 different household group sizes. For each of the 4 950 water demand scenarios, a set of peak factors was derived for eight selected values. The end-use model presented in this study yielded realistic indoor water demand estimations when compared to publications from literature. In agreement with existing knowledge, as expected, an inverse relationship was evident between the magnitude of the peak factors and . The peak factors across all time intervals were also found to be inversely related to the number of households, which agreed with other publications from literature. As the number of households increased, the degree to which the peak factor was affected by the time intervals decreased. This study explicitly demonstrated the effect of time intervals on peak factors. The results of this study could act as the basis for the derivation of a practical design guideline for estimating peak indoor flows in a WDS, and the work could be extended in future to include outdoor water demand and sensitivity to WDS pressure.
AFRIKAANSE OPSOMMING: Die verwagte water spitsaanvraag is ‘n belangrike oorweging in die ontwerp van ‘n waterverspreidingsnetwerk. Die mees algemene metode in Suid Afrika om spitsaanvraag te bereken is deur die gemiddelde wateraanvraag te vermeningvuldig met ‘n dimensielose spitsfaktor. ‘n Spitsfaktor is die verhouding tussen die maksimum watervloei tempo (wat verwys na die grootste volume water wat ontvang sal word tydens ‘n relatiewe kort tydsinterval, , uitgedruk as die gemiddelde volume per tyd eenheid), en die gemiddelde watervloei tempo gedurende ‘n verlengde tydsinterval. Die grootte van die spitsfaktor sal varieer vir ‘n gegewe daaglikse vloeipatroon, afhangende van die verkose waarde. Die beskikbare ontwerpsriglyne is onduidelik oor watter tydsintervalle meer geskik is vir die verskillende spitsfaktor toepassings. Daarom is dit belangrik om ‘n beter begrip te verkry ten opsigte van die effek van op die verkrygde spitsfaktor. ‘n Waarskynliksheidsgebaseerde eindverbruik model is opgestel om deel te vorm van hierdie studie, om daaglikse residensiële binnenshuise wateraanvraag patrone af te lei op ‘n temporale skaal van een sekonde. Die stogasties afgeleide wateraanvraag patrone is daarna gebruik om die verskeie spitsfaktore te bereken vir verskillende waardes van , wat varieer vanaf een sekonde tot een uur. Die eindverbruik model stel die daaglikse vloeipatroon van een huis saam deur die eindeverbruik gebeure van ses residensiële binnenshuise eindverbruike saam te voeg in terme van the vereiste water volume en die tyd van voorkoms van elke gebeurtenis. Die waarskynliksheids distribusie wat die eindverbruik model parameters omskryf is verkry van werklike gemete eindverbruik waardes, wat voorheen in ‘n beduidende Noord-Amerikaanse eindverbruik projek (Mayer et al. 1999) versamel is. Die oorspronklike en omvattende databasis, wat gemete waardes van binnenshuis en buite water verbruik ingesluit het, is aangekoop vir gebruik gedurende hierdie projek. ‘n Enkele uitvoering van die eindverbruik model stel gevolglik ‘n daaglikse wateraanvraag patroon saam vir ‘n elkele huishouding. Die wateraanvraag patroon vir gelyktydige water verbruik deur groepe huishoudings is verkry deur individuele iterasies van die eindverbruik model statisties bymekaar te tel met die Monte Carlo metode, terwyl groep groottes van tussen een en 2 000 huishoudings in die proses oorweeg is. ‘n Totaal van 99 500 model uitvoerings is gedoen, wat saamgevoeg is om 4 950 unieke watervraag scenarios voor te stel, wat verteenwoordigend is van 29 verskillende huishouding groep groottes. Vir elkeen van die 4 950 watervraag senarios, is ‘n stel spitsfaktore afgelei vir agt verkose waardes. Die eindverbruik model aangebied in hierdie studie lewer ‘n realistiese binnenshuise wateraanvraag skatting, wanneer dit vergelyk word met verslae in die literatuur. Ooreenkomstig met bestaande kennis is ‘n sterk inverse verhouding sigbaar tussen die grootte van die spitsfaktore en . Dit is ook gevind dat die spitsfaktore oor al die tydsintervalle ‘n inverse verband toon tot die aantal huishoudings, wat ooreenstemmend is met ander publikasies in die literatuur. Soos die aantal huishoudings toeneem, het die mate waartoe die spitsfaktor geaffekteer is deur die tydsintervalle afgeneem. Hierdie studie toon duidelik die effek van tydsintervalle op spitsfaktore. Die resultaat van hierdie studie kan dien as basis om praktiese ontwerpsriglyne te verkry in die skatting van binnenshuise spitsvloei in ‘n waterverspreidingsnetwerk, gegewe dat die werk in die toekoms uitgebrei kan word om ook buitenshuise waterverbruik in te sluit, asook sensitiwiteit tot druk in die waterverspreidingsnetwerk.
Zaman, Bushra. "Remotely Sensed Data Assimilation Technique to Develop Machine Learning Models for Use in Water Management". DigitalCommons@USU, 2010. https://digitalcommons.usu.edu/etd/584.
Pełny tekst źródłaNorman, Laura Margaret. "Modeling Land Use Change and Associate Water Quality Impacts in the Ambos Nogales Watershed, US-Mexico Border". Diss., Tucson, Arizona : University of Arizona, 2005. http://etd.library.arizona.edu/etd/GetFileServlet?file=file:///data1/pdf/etd/azu%5Fetd%5F1427%5F1%5Fm.pdf&type=application/pdf.
Pełny tekst źródłaHager, Christian Harding. "Ichthyofaunal and dietary analysis of sympatric piscivores in a Chesapeake Bay littoral zone: Including bioenergetic models of growth and diel temperature sanctuary use". W&M ScholarWorks, 2004. https://scholarworks.wm.edu/etd/1539616682.
Pełny tekst źródłaBoyd, Timothy David. "The Novel Use of Recombinant Granulocyte-Macrophage Colony-Stimulating Factor (GM-CSF) to Reverse Cerebral Amyloidosis and Cognitive Impairment in Alzheimer’s Disease Mouse Models: Insights from the Investigation of Rheumatoid Arthritis as a Negative Risk Factor for Alzheimer’s Disease". Scholar Commons, 2010. http://scholarcommons.usf.edu/etd/3571.
Pełny tekst źródłaDlamini, Musa V. "Short-Term Water Use Dynamics in Drainage Lysimeters". DigitalCommons@USU, 2003. https://digitalcommons.usu.edu/etd/5877.
Pełny tekst źródłaKane, Dellwyn. "Hydrograph separation using end member mixing models in the Oona Water river catchment, Co Tyrone". Thesis, University of Ulster, 2009. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.529518.
Pełny tekst źródłaSmith, Kimberly C. (Kimberly Carolyn). "Evaluating PC-based water quality models as tools for land use planning". Thesis, Massachusetts Institute of Technology, 1991. http://hdl.handle.net/1721.1/70200.
Pełny tekst źródłaMeeuwig, Jessica Jane. "All water is wet : predicting eutrophication in lakes and estuaries". Thesis, McGill University, 1998. http://digitool.Library.McGill.CA:80/R/?func=dbin-jump-full&object_id=35918.
Pełny tekst źródłaRui, Li. "The use of treated effluent for agricultural irrigation in the Bottelary River area: Effluent quality, farmers perception and potential extent". Thesis, University of the Western Cape, 2005. http://etd.uwc.ac.za/index.php?module=etd&action=viewtitle&id=init_1918_1177917293.
Pełny tekst źródłaChingombe, Wisemen. "Effects of land-cover - land-use on water quality within the Kuils - Eerste River catchment". Thesis, University of Western Cape, 2012. http://etd.uwc.ac.za/index.php?module=etd&action=viewtitle&id=gen8Srv25Nme4_5893_1373463134.
Pełny tekst źródłaThe most significant human impacts on the hydrological system are due to land-use change. The conversion of land to agricultural, mining, industrial, or residential uses significantly alters the hydrological characteristics of the land surface and modifies pathways and rates of water flow. If this occurs over large or critical areas of a catchment, it can have significant short and long-term impacts, on the quality of water. While there are methods available to quantify the pollutants in surface water, methods of linking non-point source pollution to water quality at catchment scale are lacking. Therefore, the research presented in this thesis investigated modelling techniques to estimate the effect of land-cover type on water quality. The main goal of the study was to contribute towards improving the understanding of how different land-covers in an urbanizing catchment affect surface water quality. The aim of the research presented in this thesis was to explain how the quality of surface runoff varies on different land-cover types and to provide guidelines for minimizing water pollution that may be occurring in the Kuils-Eerste River catchment. The research objectives were
(1) to establish types and spatial distribution of land-cover types within the Kuils-Eerste River catchment, (2) to establish water quality characteristics of surface runoff from specific land-cover types at the experimental plot level, (3) to establish the contribution of each land-cover type to pollutant loads at the catchment scale. Land-cover characteristics and water quality were investigated using GIS and Remote Sensing tools. The application of these tools resulted in the development of a land-cover map with 36 land classifications covering the whole catchment. Land-cover in the catchment is predominantly agricultural with vineyards and grassland covering the northern section of the catchment. Vineyards occupy over 35% of the total area followed by fynbos (indigenous vegetation) (12.5 %), open hard rock area (5.8 %), riparian forest (5.2 %), mountain forest 
 
(5 %), dense scrub (4.4 %), and improved grassland (3.6 %). The residential area covers about 14 %. Roads cover 3.4 % of the total area. Surface runoff is responsible for the transportation of large quantities of pollutants that affect the quality of water in the Kuils-Eerste River catchment. The different land-cover types and the distribution and concentration levels of the pollutants are not uniform. Experimental work was conducted at plot scale to understand whether land-cover types differed in their contributions to the concentration of water quality attributes emerging from them. Four plots each with a length of 10 m to 12 m and 5 m width were set up. Plot I was set up on open grassland, Plot II represented the vineyards, Plot III covered the mountain forests, and Plot IV represented the fynbos land-cover. Soil samples analyzed from the experimental plots fell in the category of sandy soil (Sa) with the top layer of Plot IV (fynbos) having loamy sand (LmSa). The soil particle sizes range between fine sand (59.1 % and 78.9 %) to coarse sand (between 7 % and 22 %). The content of clay and silt was between 0.2 % and 2.4 %. Medium sand was between 10.7 % and 17.6 %. In terms of vertical distribution of the particle sizes, a general decrease with respect to the size of particles was noted from the top layer (15 cm) to the bottom layer (30 cm) for all categories of the particle sizes. There was variation in particle size with depth and location within the experimental plots.Two primary methods of collecting water samples were used
grab sampling and composite sampling. The quality of water as represented by the samples collected during storm events during the rainfall season of 2006 and 2007 was 
used to establish  
water quality characteristics for the different land-cover types. The concentration of total average suspended solids was highest in the following land-cover types, cemeteries (5.06 mg L-1), arterial roads/main roads (3.94 mg L-1), low density residential informal squatter camps (3.21 mg L-1) and medium density residential informal townships (3.21 mg L-1). Chloride concentrations were high on the following land-cover types, recreation grass/ golf course (2.61 mg L-1), open area/barren land (1.59 mg L-1), and improved grassland/vegetation crop (1.57 mg L-1). The event mean concentration (EMC) values for NO3-N were high on commercial mercantile (6 mg L-1) and water channel (5 mg L-1). The total phosphorus concentration mean values recorded high values on improved grassland/vegetation crop (3.78 mg L-1), medium density residential informal townships (3mgL-1) and low density residential informal squatter camps (3 mg L-1). Surface runoff may also contribute soil particles into rivers during rainfall events, particularly from areas of disturbed soil, for example areas where market gardening is taking place. The study found that different land cover types contributed differently to nonpoint source pollution. A GIS model was used to estimate the diffuse pollution of five pollutants (chloride, phosphorus, TSS, nitrogen and NO3-N) in response to land cover variation using water quality data. The GIS model linked land cover information to diffuse nutrient signatures in response to surface runoff using the Curve Number method and EMC data were developed. Two models (RINSPE and N-SPECT) were used to estimate nonpoint source pollution using various GIS databases. The outputs from the GIS-based model were compared with recommended water quality standards. It was found that the RINSPE model gave accurate results in cases where NPS pollution dominate the total pollutant inputs over a given land cover type. However, the N-SPECT model simulations were too uncertain in cases where there were large numbers of land cover types with diverse NPS pollution load. All land-cover types with concentration values above the recommended national water quality standard were considered as areas that needed measures to mitigate the adverse effects of nonpoint pollution. The expansion of urban areas and agricultural land has a direct effect on land cover types within the catchment. The land cover changes have adverse effect which has a potential to contribute to pollution.
James, Ryan. "Agent-Based Model to Manage Household Water Use Through Social-Environmental Strategies of Encouragement and Peer Pressure". DigitalCommons@USU, 2019. https://digitalcommons.usu.edu/etd/7581.
Pełny tekst źródłaZalewsky, Brian J. "Use of the Water Erosion Prediction Project (WEPP) Model to Predict Road Surface Erosion in Mountain Rangeland Areas". DigitalCommons@USU, 1998. https://digitalcommons.usu.edu/etd/3655.
Pełny tekst źródłaMohamed, Shehaamah. "Competing water user sectors under a transformed South African water law: the role of local government, with a case study on the City of Cape Town Municipality". Thesis, University of the Western Cape, 2003. http://etd.uwc.ac.za/index.php?module=etd&.
Pełny tekst źródłaLarrubia, Caio Bertolo. "Método AHP como instrumento de apoio à decisão para a manutenção da qualidade da água do reservatório de Ilha Solteira /". Ilha Solteira : [s.n.], 2010. http://hdl.handle.net/11449/98071.
Pełny tekst źródłaAbstract: The Ilha Solteira reservoir is located between the States of São Paulo, Mato Grosso do Sul, Minas Gerais and Goias, inserted in Paraná's river basin. This reservoir was built with the purpose of power generation, but as it usually happens with most reservoirs, it began to be used for multiple purposes. Among the various uses of the reservoir can be highlighted the navigation, the irrigation, the aquaculture and the recreation. Due to the high quality of its waters, there's a strong intent on increasing the use of this resource, being that some uses result in significant impact and therefore, conflicts of interest arise. It is then of utmost importance the creation of disciplinary measures targeted on maintaining water quality. In that sense, this proposal aims to establish a hierarchy of the main uses of the reservoir, considering the criteria economical, social, operational and the quality of the water. To that end, was adapted a Multi-Criteria Decision Support model, where, using the method of Analytic Hierarchy Process (AHP), the uses of the reservoir were prioritized. According to the results of this study, the segment of recreation and tourism showed the best performance on the evaluated criteria and was defined as the global priority concerning the water usage of the reservoir of Ilha Solteira and of their tributaries. The use of water resources for irrigation proved to be interesting, and it was appointed as a priority in some cities. The aquaculture appears in third place in the priority order, standing out so much in projects of the private initiative such as in projects with public investments. The region presented low use of water resources for waterborne transport, being that segment almost exclusiveness of the São Simão-GO city. The usage of the water to supply showed little expression on the cities in the region, however deserves attention for the volume of sewage... (Complete abstract click electronic access below)
Orientador: Milton Dall'Aglio Sobrinho
Coorientador: Maurício Augusto Leite
Banca: José Augusto de Lollo
Banca: Evaldo Luiz Gaeta Espíndola
Mestre
McHugh, Kathleen M. "Western water law and the stream-aquifer system and how models are used to determine permitting and compliance of rules governing ground and surface water interaction". Thesis, The University of Arizona, 2003. http://etd.library.arizona.edu/etd/GetFileServlet?file=file:///data1/pdf/etd/azu_etd_hy0234_sip1_w.pdf&type=application/pdf.
Pełny tekst źródłaRisbey, James S. (James Sydney). "On the use of climate models to assess the impacts of regional climate change on water resources". Thesis, Massachusetts Institute of Technology, 1994. http://hdl.handle.net/1721.1/57652.
Pełny tekst źródłaIncludes bibliographical references (p. 207-213).
by James Sydney Risbey.
Ph.D.
Krause, Colin William. "Evaluation and Use of Stream Temperature Prediction Models for Instream Flow and Fish Habitat Management". Thesis, Virginia Tech, 2002. http://hdl.handle.net/10919/31229.
Pełny tekst źródłaMaster of Science
Watson, Eric Craig. "Use of Distance Weighted Metrics to Investigate Landscape-Stream Temperature Relationships Across Different Temporal Scales". PDXScholar, 2016. http://pdxscholar.library.pdx.edu/open_access_etds/3117.
Pełny tekst źródłaSon, Kyongho. "Improving model structure and reducing parameter uncertainty in conceptual water balance models with the use of auxiliary data". University of Western Australia. School of Environmental Systems Engineering, 2006. http://theses.library.uwa.edu.au/adt-WU2006.0094.
Pełny tekst źródłaLengwe, Egret Chanda. "An investigation into the use of existing public-private partnerships models in the Zambian water and sanitation sector". Thesis, Heriot-Watt University, 2014. http://hdl.handle.net/10399/2734.
Pełny tekst źródłaRagaee, Sanaa. "Physicochemical and structural characteristics of water-extractable arabinoxylan from rye lines varying in extract viscosity and its relationship to end-use characteristics". Thesis, National Library of Canada = Bibliothèque nationale du Canada, 2001. http://www.collectionscanada.ca/obj/s4/f2/dsk3/ftp05/NQ63915.pdf.
Pełny tekst źródłaAnputhas, Markandu. "Simulating land use change for assessing future dynamics of land and water resources". Thesis, University of British Columbia, 2015. http://hdl.handle.net/2429/56181.
Pełny tekst źródłaGraduate Studies, College of (Okanagan)
Graduate
Fatnasare, Ike S. "A study of the effect of water-pick up of UV curable offset ink on its curing time and its end use properties /". Online version of thesis, 1993. http://hdl.handle.net/1850/11169.
Pełny tekst źródłaKumamaru, Koji. "A comparative assessment of communal water supply and self supply models for sustainable rural water supplies : a case study of Luapula, Zambia". Thesis, Loughborough University, 2011. https://dspace.lboro.ac.uk/2134/9061.
Pełny tekst źródłaSithole, Pinimidzai. "A Comparative Study of Rural Water Governance in the Limpopo Basin". Thesis, University of the Western Cape, 2011. http://etd.uwc.ac.za/index.php?module=etd&action=viewtitle&id=gen8Srv25Nme4_1684_1319187072.
Pełny tekst źródłaMarsà, Salvany Alícia. "Assessing the carcinogenic risk of water disinfection by-products. Use of in vitro models to evaluate halonitromethanes and haloacetic acids". Doctoral thesis, Universitat Autònoma de Barcelona, 2017. http://hdl.handle.net/10803/458681.
Pełny tekst źródłaDisinfection by-products are all those chemical species that are formed during the disinfection of water. To date, more than 600 species of DBPs have been identified in chemically-disinfected waters all over the world. Although epidemiological studies show a clear link between cancer, especially bladder cancer, and DBPs exposure, none of the individual species alone has shown sufficient carcinogenic potency to account for the increased cancer risk. To date, several different models and protocols have been used, attempting to establish the specific genotoxic and carcinogenic properties of individual DBP species. Still, most in vitro hazard evaluations have focused on acute exposures to relatively high concentrations of these chemicals, followed by an extrapolation to low concentrations. The lack of a more systematic methodology to assess the carcinogenic potential of DBPs, generated gaps in the literature that must be resolved. Additionally, current assessment methods led to results that do not reflect real exposure scenarios. In this Thesis we propose the application of an in vitro carcinogenic risk assessment methodology based on the evaluation of a wide range of cell transformation markers, whereby we analyse the carcinogenic potential and long-term effects of two DBPs groups, HNMs and HAAs. The principal advantage of such methodology is the possibility to analyse prolonged exposures to more realistic concentrations of DBPs, thus, setting a more realistic exposure model. Results from our first study indicate that HNMs are not capable of inducing a tumoural transformation in human pulmonary cells after an 8 weeks’ exposure, neither to prompt exposed cells to induce or enhance tumoural growth. The evaluation of fibroblasts grown in contact with the CM of exposed cells, emulating the tumoural stroma, showed that in the exposure period stromal cells did not acquire the capacity to induce tumoural growth. Evaluation of MMPs secretion determined that neither exposed cells nor stromal cells could secrete these proteinases that would facilitate tumoural migration and metastasis. Our second study showed that although all three mono-HAAs appeared capable of inducing oxidative DNA damage after acute exposures, non-cytotoxic concentrations do not appear to be genotoxic after 8 weeks of exposure. On the contrary, cells long-term exposed to non-cytotoxic concentrations of the HAAs developed resistance to DNA-oxidising agents. In vitro long-term carcinogenicity assessment of HAAs proved them unable to initiate a tumorigenic transformation in urothelial cells neither in cells emulating the tumoural stroma. In addition, in any case cells were capable of inducing nor enhancing tumoural growth. Altogether, we conclude that the use of cell transformation assays, based on prolonged exposures to low concentrations, emulating a more realistic exposure scenario, is a more consistent manner to assess the carcinogenicity of DBPs. Additionally, analyses performed in this Thesis suggest that the increased cancer incidence linked to DBPs exposure cannot be attributed to HNMs nor HAAs.
Tysén, Hannes, i Bore Sköld. "Optimizing profits for hydropower producers using dynamic models : A theoretical approach to solve the optimal use of water over time". Thesis, Umeå universitet, Nationalekonomi, 2014. http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-91778.
Pełny tekst źródłaHublart, Paul. "Exploring the use of conceptual catchment models in assessing irrigation water availability for grape growing in the semi-arid Andes". Thesis, Montpellier, 2015. http://www.theses.fr/2015MONTS181.
Pełny tekst źródłaThis thesis investigates the use of lumped catchment models to assess water availability for irrigation in the upland areas of northern-central Chile (30°S). Here, most of the annual water supply falls as snow in the high Cordillera during a few winter storms. Seasonal snowpacks serve as natural reservoirs, accumulating water during the winter and sustaining streams and aquifers during the summer, when irrigation demand in the cultivated valleys is at its peak. At the inter-annual timescale, the influence of ENSO and PDO phenomena result in the occurrence of extremely wet and dry years. Also, irrigated areas and grape growing have achieved a dramatic increase since the early 1980s. To evaluate the usefulness of explicitly accounting for changes in irrigation water-use in lumped catchment models, an integrated modeling framework was developed and different ways of quantifying/reducing model uncertainty were explored. Natural streamflow was simulated using an empirical hydrological model and a snowmelt routine. In parallel, seasonal and inter-annual variations in irrigation requirements were estimated using several process-based phenological models and a simple soil-water balance approach. Overall, this resulted in a low-dimensional, holistic approach based on the same level of mathematical abstraction and process representation as in most commonly-used catchment models. To improve model reliability and usefulness under varying or changing climate conditions, particular attention was paid to the effects of extreme temperatures on crop phenology and the contribution of sublimation losses to water balance at high elevations. This conceptual framework was tested in a typical semi-arid Andean catchment (1512 km2, 820–5500 m a.s.l.) over a 20–year simulation period encompassing a wide range of climate and water-use conditions (changes in grape varieties, irrigated areas, irrigation techniques). Model evaluation was performed from a Bayesian perspective assuming auto-correlated, heteroscedastic and non-gaussian residuals. Different criteria and data sources were used to verify model assumptions in terms of efficiency, internal consistency, statistical reliability and sharpness of the predictive uncertainty bands. Alternatively, a multiple-hypothesis and multi-criteria modeling framework was also developed to quantify the importance of model non-uniqueness and structural inadequacy from a non-probabilistic perspective. On the whole, incorporating the effects of irrigation water-use led to new interactions between the hydrological parameters of the modeling framework and improved reliability of streamflow predictions during low-flow periods. Finally, a sensitivity analysis to changes in climate conditions was conducted to evaluate the potential impacts of increasing temperatures and atmospheric CO2 on the hydrological behavior of the catchment and the capacity to meet future water demands
Noronha, Sannervik Angela. "Modelling productivity of willow stands in Sweden : evaluation of concepts for radiation use efficiency and soil water and nitrogen availability /". Uppsala : Dept. of Short Rotation Forestry, Swedish Univ. of Agricultural Sciences, 2003. http://epsilon.slu.se/s286-ab.html.
Pełny tekst źródłaMinunno, Francesco. "On the use of the bayesian approach for the calibration, evaluation and comparison of process-based forest models". Doctoral thesis, ISA/UL, 2014. http://hdl.handle.net/10400.5/7350.
Pełny tekst źródłaForest ecosystems have been experiencing fast and abrupt changes in the environmental conditions, that can increase their vulnerability to extreme events such as drought, heat waves, storms, fire. Process-based models can draw inferences about future environmental dynamics, but the reliability and robustness of vegetation models are conditional on their structure and their parametrisation. The main objective of the PhD was to implement and apply modern computational techniques, mainly based on Bayesian statistics, in the context of forest modelling. A variety of case studies was presented, spanning from growth predictions models to soil respiration models and process-based models. The great potential of the Bayesian method for reducing uncertainty in parameters and outputs and model evaluation was shown. Furthermore, a new methodology based on a combination of a Bayesian framework and a global sensitivity analysis was developed, with the aim of identifying strengths and weaknesses of process-based models and to test modifications in model structure. Finally, part of the PhD research focused on reducing the computational load to take full advantage of Bayesian statistics. It was shown how parameter screening impacts model performances and a new methodology for parameter screening, based on canonical correlation analysis, was presented
Keller, Kathrin M., Sebastian Lienert, Anil Bozbiyik, Thomas F. Stocker, (Sidorova) Olga V. Churakova, David C. Frank, Stefan Klesse i in. "20th century changes in carbon isotopes and water-use efficiency: tree-ring-based evaluation of the CLM4.5 and LPX-Bern models". COPERNICUS GESELLSCHAFT MBH, 2017. http://hdl.handle.net/10150/624331.
Pełny tekst źródłaO'Hara, Jeffrey Keith. "Water resources planning under climate change and variability". Diss., Connect to a 24 p. preview or request complete full text in PDF format. Access restricted to UC campuses, 2007. http://wwwlib.umi.com/cr/ucsd/fullcit?p3259069.
Pełny tekst źródłaTitle from first page of PDF file (viewed June 21, 2007). Available via ProQuest Digital Dissertations. Vita. Includes bibliographical references.
Sahu, Parameswar. "Use of Time Series, Barometric and Tidal Analyses to Conceptualize and Model Flow in an Underground Mine: The Corning Mine Complex, Ohio". Ohio University / OhioLINK, 2004. http://www.ohiolink.edu/etd/view.cgi?ohiou1108395116.
Pełny tekst źródłaCasari, Matheus Puttinati 1989. "Uso da espectroscopia por impedância para a medição da fração volumétrica de água em emulsões de água e óleo : The use of impedance spectroscopy for the water concentration measurement in water and oil emulsions". [s.n.], 2014. http://repositorio.unicamp.br/jspui/handle/REPOSIP/265959.
Pełny tekst źródłaDissertação (mestrado) - Universidade Estadual de Campinas, Faculdade de Engenharia Mecânica
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Resumo: A concentração volumétrica de água na produção de óleo cru é um parâmetro constantemente monitorado para acompanhar as sempre inconstantes propriedades do reservatório assim com para razões de otimização; resumindo, o que é importante é o volume de óleo na produção. A medição da concentração volumétrica de água é geralmente feita em bancada (colhendo uma amostra da produção e analisando-a em um laboratório) ou por sensores que monitoram a concentração em tempo real. Uma das técnicas utilizadas para a medição online da concentração de água é a espectroscopia por impedância. De fato, propriedades dielétricas e condutivas formam a impedância elétrica da solução. Na presente análise foram considerados os dois tipos básicos de emulsão: água em óleo (A/O) e óleo em água (O/A). O objetivo deste trabalho foi comparar a concentração de água medida com a predição do modelo matemático baseado nas medições das propriedades dielétricas e condutivas da solução. As emulsões de água e óleo foram sintetizadas em condições de laboratório. A concentração de água variou entre 13,1% à 41,1% em volume para as emulsões A/O e de 50% à 60% em volume para as emulsões O/A à temperaturas de 25°C à 62°C e salinidade da água de 0 (água deionizada), 1Kg/m³ e 10Kg/m³ de NaCl. A constante dielétrica e condutividade das emulsões foram medidas em um sensor composto por dois cilindros concêntricos cuja área dos eletrodos é bem maior que a distância entre eles. Essa geometria favorece os efeitos polarização e é apropriada para materiais dielétricos como as emulsões A/O, além de aumentar o erro de medição em soluções condutivas. Para melhores resultados com as emulsões O/A foi utilizado em sensor de placas paralelas com uma distância entre eletrodos bem maior que a sua área o que favorece os efeitos de transporte de carga. Os dados foram medidos por uma Ponte RLC de precisão Agilent E4980A em uma faixa de frequência de 20Hz à 1MHz. Os dados obtidos nos testes foram proporcionais à concentração de água na solução e seguiram o modelo matemático de Maxwell com um erro máximo de 4%. Os resultados também mostraram que a constante dielétrica não sofre influência significativa da temperatura e salinidade da água, assim como a medida do volume de água. Já para as emulsões O/A os testes mostraram grande influência da temperatura e salinidade da água nas medições, onde o conhecimento prévio destas condições é imprescindível ao método
Abstract: The volumetric concentration of water in crude oil production is a parameter constantly monitored to access the ever changing reservoir properties as well as for economical purposes; after all what is needed is the net oil production. The measurement of water concentration is usually done in over-the-bench (sampling the crude stream and screening in a chemistry lab) or by online instruments which continuously monitor the concentration. One of the techniques for online assessment of water concentration is the impedance spectroscopy. In fact, the dielectric and conductive property of the liquid phase is proportional to the electrical impedance. In the present analysis it was considered the two basic types of emulsions: the water in oil (W/O) and the oil in water (O/W). The objective of this work was to compare the measured water concentration against model's prediction based on the measured dielectric and conductive properties of the emulsions. The water and oil emulsions were synthesized in laboratory conditions. The water concentration range was 13.1% to 41.1% (v/v) for W/O emulsions and 50% to 60% (v/v) for O/W emulsions at temperatures of 25oC to 62oC and water salinity of 0 (de-ionized water), 1Kg/m³ and 10Kg/m³ of NaCl. The emulsion dielectric constant and conductivity were measured in a sensor made by two concentric cylinders whose electrodes area is much bigger than the distance between them. This geometry favors the polarization effects and is appropriate for dielectric solution as A/O emulsions. For better results for the O/A emulsion it was used a parallel electrode sensor where the distance between the electrodes is much bigger than the electrodes area which favors the charge transport effects. The data were measured by the Precision LCR Meter Agilent E4980A in a frequency range of 20Hz to 1MHz. The experimental data was found proportional to the volumetric concentration and follows Maxwell correlation within 4%. The experimental tests also disclosed that the dielectric constant, or the volumetric concentration, were almost insensitive to the changes in temperature and in salinity and so the water concentration of W/O emulsions. For O/W emulsions the tests showed a great influence of the temperature and salinity on the conductivity measurements. So, for O/W emulsions the temperature and water salinity must be considered
Mestrado
Mecanica dos Sólidos e Projeto Mecanico
Mestre em Engenharia Mecânica
Zhang, Shulan. "Soil hydraulic properties and water balance under various soil management regimes on the Loess Plateau, China /". Umeå : Dept. of Forest Ecology, Swedish University of Agricultural Sciences, 2005. http://epsilon.slu.se/2005126.pdf.
Pełny tekst źródłaSnygg, Oliver, i Carl Torberger. "Vilka nya markanadsmodeller kanfå producerande företag att gå motcirkulär ekonomi?" Thesis, KTH, Industriell produktion, 2019. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-255347.
Pełny tekst źródłaEnvironmental awareness in the world is increasing. The social debate is increasingly formed by an environmental perspective on several fronts. More and more people are beginning to understand that the earth's resources are finite and we must think about how we live today. The producing industry accounts for a large part of the use of raw materials, but how will the industry change in the future? The industry of the future is often described as a circular economy where minimal amounts of raw materials are broken and the majority of the material that is in use goes back to production. The reality we live in today is another, the greater part of the world's industry continues with linear production where raw materials are used in manufacturing and products are deposited at the end of its lifecycle. The project group examines the building blocks of circular economy and where we are today in the development towards sustainable management of raw materials. The purpose of the report is to investigate the economic advantages for companies to change to circular economy in the form of new business models. Opportunities for these business models often grow with the help of new technology from Industry 4.0 like Internet ofThings and Big Data. We have the conclusion that business models such as pay-per-use where companies maintain ownership of the product, often are easy to implement in circular economics, since the company itself can control the entire circuit for the product. They make it easier to base their production on return of products if they control the volumes of the returned products themself. These models are often based on selling services that are dependent on the Internet of things and Big Data.
Snygg, Oliver, i Carl Torberger. "Vilka nya marknadsmodeller kan få producerande företag att gå mot cirkulär ekonomi?" Thesis, KTH, Skolan för industriell teknik och management (ITM), 2019. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-264557.
Pełny tekst źródłaEnvironmental awareness in the world is increasing. The social debate is increasingly formed by an environmental perspective on several fronts. More and more people are beginning to understand that the earth's resources are finite and we must think about how we live today. The producing industry accounts for a large part of the use of raw materials, but how will the industry change in the future? The industry of the future is often described as a circular economy where minimal amounts of raw materials are broken and the majority of the material that is in use goes back to production. The reality we live in today is another, the greater part of the world's industry continues with linear production where raw materials are used in manufacturing and products are deposited at the end of its lifecycle. The project group examines the building blocks of circular economy and where we are today in the development towards sustainable management of raw materials. The purpose of the report is to investigate the economic advantages for companies to change to circular economy in the form of new business models. Opportunities for these business models often grow with the help of new technology from Industry 4.0 like Internet of Things and Big Data. We have the conclusion that business models such as pay-per-use where companies maintain ownership of the product, often are easy to implement in circular economics, since the company itself can control the entire circuit for the product. They make it easier to base their production on return of products if they control the volumes of the returned products themself. These models are often based on selling services that are dependent on the Internet of things and Big Data.
Wetzell, Lauren McKinnon. "Simple Models For Predicting Dune Erosion Hazards Along The Outer Banks Of North Carolina". [Tampa, Fla.] : University of South Florida, 2003. http://purl.fcla.edu/fcla/etd/SFE0000191.
Pełny tekst źródłaClingenpeel, Glenn C. (Glenn Christopher). "Conception and Design of Constructed Wetland Systems to Treat Wastewater at the Biosphere 2 Center with Use of Reaction Rate Models and the Habitat Evaluation Procedure to Determine the Effects of Designing for Wildlife Habitat on Treatment Efficiency". Thesis, University of North Texas, 1998. https://digital.library.unt.edu/ark:/67531/metadc278445/.
Pełny tekst źródłaStipinovich, Amalia. "Change in land cover and water abstraction : modelling runoff effects in the Bot River Catchment". Thesis, Link to the online version, 2005. http://hdl.handle.net/10019/1654.
Pełny tekst źródłaVilanculos, Agostinho Chuquelane Fadulo. "The use of hydrological information to improve flood management-integrated hydrological modelling of the Zambezi River basin". Thesis, Rhodes University, 2015. http://hdl.handle.net/10962/d1018915.
Pełny tekst źródłaTita-Goldstein, Amal. "Mise en forme des poudres par compression : influence du procédé et de la formulation pour la maitrise des propriétés d'usage". Thesis, Université de Lorraine, 2013. http://www.theses.fr/2013LORR0238/document.
Pełny tekst źródłaThis work focuses on the study of relationships between the mechanical properties of model compacts composed by glass beads and the physicochemical characteristics of binders consisting of sugars and prepared in the form of syrups. Fructose, galactose, glucose, lactose and sucrose were used in this study. The manufacturing process consists in a modified wet compression method. Two formulation parameters were tested: the saturation ratio and the mass concentration of the syrup. We deduced from them a single variable which is the mass fraction of sugar added to the glass beads. These parameters were essential in controlling the mechanical strength of the compacts. It has been shown that storage conditions also influence tablets properties. A linear correlation was established between a specific water activity value, defined as critical, and the glass transition temperature for each of sugars, resulting in a collapse in mechanical strength of the compacts. The rate of crystallization of sugar and the absence of anomeric forms are also parameters that seem to be targeted in order to increase compacts mechanical strength
Tazzo, Ivonete Fátima. "Modelagem da evapotranspiração máxima para as culturas do pimentão e do tomateiro em estufa plástica na primavera". Universidade Federal de Santa Maria, 2008. http://repositorio.ufsm.br/handle/1/3171.
Pełny tekst źródłaGrowing crops in protected environment aiming to increase productivity and quality of vegetables is commonly used in Southern Brazil , mainly to reduce the seasonality of production caused by a winter cold season. Sweet pepper is an alternative profitable crop to rotate with other crops inside greenhouse, because of their adaptation and tomato is the most cultivated crop in these environments in Brazil . The cultivation during the Spring inside plastic greenhouses is used to take advantage of a previous area and structure already assembled, as most growers are small farmers. Moreover, an important advantage is the quality and earliness of crops grown in these environments. In order to achieve these goals and reach the potential yield, water demand has to be met through irrigation. An inadequate irrigation, both surplus and shortage, may not only decrease yield, but also may lead to diseases and leaching of ions, mainly nitrates. Aiming to develop, test and evaluate regression models to calculate maximum evapotranspiration based upon meteorological and crop variables for sweet pepper (Capsicum annuum L) and tomato (Lycopersicon esculentum, Mill) grown in plastic greenhouse during the Spring, an experiment was conducted during the Spring of the 2005 and during of the 2006, in a plastic greenhouse in the Crop Production Department of the Federal University of Santa Maria. Maximum evapotranspiration (ETm) of sweet pepper and tomato was determined with three drainage lysimeters filled with substrate for each crop. The ETm (in mm) was obtained from the difference between irrigated and drained water. Regression models to estimate the ETm were generated using the experimental data measured during the Spring of 2005, being selected only those with the slope parameters significant by the t test (p <0.05) and with coefficient of determination (R2) greater than 0.60. The performance of the selected models was evaluated using the experimental data collected during the Spring 2006. Statistics used for models evaluation were: mean square root error (RMSE), coefficient of determination (R2), coefficient of correlation (r), coefficient of accuracy or agreement (d) and coefficient of confidence (c) and models were ranked based upon the coefficient of confidence and the "sum of the values of the ordinary positions" of all the statistics (åPO). Results showed that leaf area index and plant height are the crop variables that result in the best performance of the model to estimate ETm of sweet pepper and tomato grown in greenhouses during the Spring. Models that consider Etm divided by the root square of leaf area index showed good performance, although in their generation they were not always the best ones. Air vapor pressure deficit and incoming solar radiation measured inside greenhouses, and air vapor pressure deficit, incoming solar radiation, net radiation and reference evapotranspiration measured outside the greenhouse, are the meteorological variables that presented the best ETm estimation for sweet pepper and tomato grown in plastic greenhouse during the spring.
O cultivo em ambiente protegido é utilizado na região Sul do Brasil, com o intuito de aumentar a produtividade e a qualidade de olerícolas e principalmente para diminuir a sazonalidade de produção, devido a uma estação fria. O pimentão é uma alternativa de rotação de culturas economicamente viável para o cultivo em estufas, devido à sua adaptação e o tomateiro é a olerícola mais cultivada nesses ambientes no Brasil. O cultivo na primavera no interior de estufas é usado para aproveitar a estrutura já montada e da área, pois a maioria das propriedades é de pequeno porte. Além disso, a grande vantagem é a qualidade e a precocidade das culturas nesses ambientes. Para se atingir esses objetivos é necessária a irrigação para atender a demanda hídrica das culturas e dessa forma atingir o potencial produtivo. A irrigação inadequada, em excesso e ou por escassez, além de comprometer o rendimento da cultura pode causar problemas de doenças e ao ambiente devido à lixiviação de íons, principalmente, de nitratos. Com o objetivo de gerar, testar e avaliar modelos de regressão para determinar a evapotranspiração máxima em função de variáveis meteorológicas e fenométricas das culturas do tomateiro e do pimentão cultivados em estufa plástica na primavera, foi realizado um experimento na primavera de 2005 e um na primavera de 2006, em uma estufa plástica do Departamento de Fitotecnia da Universidade Federal de Santa Maria. A evapotranspiração máxima (ETm) do pimentão (Capsicum annuum L) e do Tomateiro (Lycopersicon esculentum, Mill), foi determinada com 3 lisímetros de drenagem com substrato para cada cultura, sendo a ETm (em mm) obtida pela diferença entre a água irrigada e drenada. Os modelos de regressão para a estimativa da ETm foram gerados utilizando o banco de dados experimentais obtidos na primavera de 2005, sendo selecionados apenas os que apresentaram parâmetros angulares significativos pelo teste t (p < 0,05) e coeficiente de determinação (R2) maior do que 0,60. Os testes dos modelos de estimativa da ETm selecionados foram efetuados com os dados experimentais obtidos na primavera de 2006, para o que se utilizaram os valores das estatísticas: raiz do quadrado médio do erro (RMSE), coeficientes de determinação (R2), de correlação (r), de exatidão ou concordância (d) e de confiança (c). A análise do desempenho dos modelos foi realizada através dos valores do coeficiente de confiança e do somatório dos valores das posições ordinais das estatísticas de avaliação (åPO). Verificou-se que o índice de área foliar e a altura de plantas são as variáveis fenométricas que propiciam melhor desempenho dos modelos de estimativa da ETm do pimentão e do tomateiro cultivados em estufa na primavera. Os modelos que incluem a divisão da ETm do pimentão e do tomateiro pela raiz quadrada do índice de área foliar mostram desempenho classificado como Bom quando testados, embora na sua geração nem sempre sejam os melhores. O déficit de saturação do ar e a radiação solar global incidente no interior da estufa, e o déficit de saturação do ar, a radiação solar global, o saldo de radiação e a evapotranspiração de referência no exterior da estufa, são as variáveis meteorológicas que apresentaram os melhores resultados na estimativa da ETm do pimentão e do tomateiro cultivados na primavera em estufa plástica.
Goward, Kelly J. "Relationship of nutrients and pesticides to landuse characteristics in three subwatersheds of the upper White River, IN". Virtual Press, 2004. http://liblink.bsu.edu/uhtbin/catkey/1286601.
Pełny tekst źródłaDepartment of Natural Resources and Environmental Management
Yen, Jeffrey Lee. "A system model for assessing water consumption across transportation modes in urban mobility networks". Thesis, Georgia Institute of Technology, 2011. http://hdl.handle.net/1853/39527.
Pełny tekst źródłaSandels, Claes. "Modeling and Simulation of Electricity Consumption Profiles in the Northern European Building Stock". Doctoral thesis, KTH, Elkraftteknik, 2016. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-184093.
Pełny tekst źródłaIntegrering av förnybara energikällor och nya typer av laster i de elektriska energisystemen är möjliga svar till klimatförändringar och uttömning av ändliga naturresurser. Denna integration kan dock öka obalanserna mellan utbud och efterfrågan av elektricitet, och orsaka en ogynnsam utnyttjandegrad av vissa kraftsystemkomponenter. Att använda efterfrågeflexibilitet (Demand Response) i byggnadsbeståndet är en möjlig lösning till dessa problem för olika elmarknadsaktörer. Men eftersom efterfrågeflexibilitet inte används i stor skala idag finns det obesvarade frågor gällande lösningens kostnadsnytta och tillförlitlighet jämfört med traditionella investeringsalternativ i kraftsektorn. För att analysera efterfrågeflexibilitetslösningar är botten-upp-simuleringsmodeller som fångar elförbrukningsprocesser i byggnaderna ett alternativ. Dessa modeller måste vara enkla nog för att kunna representera aggregeringar av många byggnader men samtidigt tillräckligt komplicerade för att kunna inkludera unika slutanvändarbeteenden. Detta är nödvändigt när elmarknadsaktören vill analysera hur stora volymer efterfrågeflexibilitet påverkar elmarknaden och kraftsystemen, men samtidigt förstå hur styrningen inverkar på den enskilda slutanvändaren. Bidraget från denna avhandling är botten-upp-simuleringsmodeller för generering av elförbrukningsprofiler i småhus och kontorsbyggnader. Modellerna kopplar slutanvändarbeteende med elförbrukning från apparater och varmvattenanvändning tillsammans med fysikaliska modeller av värmedynamiken i byggnaderna. Modellerna är byggda på en förenklad approach som använder öppen data och statistisk, där data som har integritetsproblem har exkluderats. Simuleringsresultat har validerats mot elförbrukningsdata från småhus och kontorsbyggnader, relaterade modeller från andra forskargrupper samt energistatistik från nationella databaser. Valideringen visar att modellerna kan generera elförbrukningsprofiler med rimlig noggrannhet. Denna avhandling är en sammanläggningsavhandling bestående av fem artiklar. Artikel 1 presenterar botten-upp-simuleringsmodellen för genereringen av elförbrukningsprofiler från uppvärmning, varmvatten och apparater i småhus. Artikel 2 presenterar ett dataanalytiskt ramverk för analys av elanvändningen från uppvärmning, ventilation, och luftkonditioneringslaster (HVAC) och apparatlaster i en kontorsbyggnad. Artikel 3 presenterar en icke-homogen Markovkedjemodell för simulering av representativa närvaroprofiler i enskilda kontorsrum. Artikel 4 använder resultaten i artiklarna 2 och 3 för att beskriva en botten-upp-simuleringsmodell för generering av elförbrukningsprofiler från HVAC-laster och apparater i kontorsbyggnader. Artikel 5 använder modellen i artikel 1 för att analysera den tekniska möjligheten att använda efterfrågeflexibilitet för att lösa överbelastningsproblem i ett eldistributionsnät.
QC 20160329
Jacobs, Heinz Erasmus. "A conceptual end-use model for residential water demand and return flow". Thesis, 2008. http://hdl.handle.net/10210/468.
Pełny tekst źródłaProf. J. Haarhoff
TingWee, Yee, i 黃儀婷. "Relationship between water and energy consumption at end use". Thesis, 2014. http://ndltd.ncl.edu.tw/handle/04564184644454544659.
Pełny tekst źródła國立成功大學
土木工程學系
102
Energy and water are closely related to each other, yet management of the two resources has historically been independent. Energy is consumed in water supply, end use and water recycling. Previous studies found that end use consumed largest energy in the water-energy life cycle. The purpose of this study is to examine the relationship between water and energy consumption at the end-use stage. It first reviewed energy consumption at each stage in the water life cycle that helps to determine factors which increase energy consumption at water supply, wastewater, end use and water recycling. Three cases of an apartment, school and manufacturing plant were employed to analyze the correlation between water and energy consumption at end-use. The analysis results reveal that water consumption’s correlation to energy consumption increases from apartment, school to manufacturing plant. Water usage is positively related to energy consumption in the manufacturing plant. Furthermore, various end users have different factors affecting energy consumption. Factors that affect energy consumption in a manufacturing plant include distance of end users, level of treatment and pump efficiency. Meanwhile, appliance age, efficiency of water heater and pump system are factors that affect energy consumption in the apartment and school. Management can plan on water distribution based on the factors affecting energy consumption at the end use.