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Dissipation of Thermal Enrichment of Stormwater Management Ponds

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dc.contributor.advisor Gharabaghi, Bahram Sabouri, Farshid 2014-01-10T20:57:51Z 2014-01-10T20:57:51Z 2013-12 2013-11-05 2014-01-10
dc.description.abstract The intent of this research was to gain a better understanding of the effects of the design parameters on the thermal impact of stormwater management wet ponds. The effect of upland areas on inlet water temperatures of the ponds, thermal design modeling of the ponds, and cooling trenches effects to mitigate stormwater ponds are investigated using data collected from six stormwater ponds in the cities of Guelph and Kitchener, Ontario, Canada. The sensitivity analyses of the developed predictive artificial neural network (ANN) model showed that the rainfall event mean temperatures significantly influenced stormwater temperatures at the inlet of the ponds. The longest pipe length and pipe network density are the two parameters that control the cooling effect of the underground storm sewer system, as opposed to the impervious percentage of the catchment. Concerning the key design parameters of stormwater ponds, larger permanent pool volumes tend to release the warmer water resident in the ponds. Increasing travel path ratio using baffles can lead to less mixing of the water that is resident in the pond with the cooler fresh event runoff and therefore an increase in event mean temperature of outlet. Increasing pond volume from 2000 to 4000 m³ - while keeping all other parameters constant - results in an average increase of 5 °C in event mean temperature at the pond outlet (EMTO); increasing travel path ratio from 0.6 to 1.2 leads to an average increase of 6 °C in EMTO. Regarding the design parameters for stormwater ponds' cooling trench/ rock crib, the results obtained from the sensitivity analyses of the ANN model revealed that the effect of a cooling trench is significantly influenced by the initial temperature of the water and rock in the cooling trench and influent temperature of the water. Reducing the hydraulic depth from 0.8 to 0.3 m in the model shows a 2 °C improvement in the stormwater runoff cooling efficiency of the trench. Increasing the length of the trench from 50 to 100 m in the model confirms a 3 °C improvement in the stormwater runoff cooling efficiency of the trench. en_US
dc.language.iso en en_US
dc.subject stormwater management en_US
dc.subject urbanization en_US
dc.subject thermal enrichment en_US
dc.subject runoff temperature en_US
dc.subject artificial neural network en_US
dc.subject Cooling trench en_US
dc.subject rock crib en_US
dc.title Dissipation of Thermal Enrichment of Stormwater Management Ponds en_US
dc.type Thesis en_US Engineering en_US Doctor of Philosophy en_US School of Engineering en_US
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