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Creating predictions average monthly flow for the control of the storage capacity of a fictive reservoir dam
Hrabinová, Barbora ; Sobek, Martin (referee) ; Menšík, Pavel (advisor)
The diploma thesis is focused on predictions of mean monthly flows for a purpose of control of storage functions when thinking differently positions of fictive reservoirs in the catchment area. One of the reservoir is situated in the upper part of the catchment area and the second is situated in the middle part of catchment area. Predictions are made by Support vector machine method in RStudio and with the use of R language. Predicted values of flows was evaluated by the correlation coefficient, coefficient of determination, Root mean square error and than was made the simulation of operation of storage function, which was evaluated by Total sum of squares modificated for problems of water management. In the end was made a comparison of both of the reservoirs for assessment of the suitability of the method.
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Forecasting model for water measured profile
Šenková, Lucie ; Osičková, Kamila (referee) ; Kozel, Tomáš (advisor)
The subject of this bachelor thesis is construction of forecasting model for water measured profile. Water measured profile is situated in Bílovice nad Svitavou. The model is based on Markovov chains methodology. The thesis is divided into two parts theoretical and practical part. The theoretical part describes differences between stochastic and deterministic models as well as process of construction forecasting model. The practical part describes application of the model. The conclusion of the practical part is description and evaluation of the results.
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Forecasting model for water measured profile
Šenková, Lucie ; Osičková, Kamila (referee) ; Kozel, Tomáš (advisor)
The subject of this bachelor thesis is construction of forecasting model for water measured profile. Water measured profile is situated in Bílovice nad Svitavou. The model is based on Markovov chains methodology. The thesis is divided into two parts theoretical and practical part. The theoretical part describes differences between stochastic and deterministic models as well as process of construction forecasting model. The practical part describes application of the model. The conclusion of the practical part is description and evaluation of the results.
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Creating predictions average monthly flow for the control of the storage capacity of a fictive reservoir dam
Hrabinová, Barbora ; Sobek, Martin (referee) ; Menšík, Pavel (advisor)
The diploma thesis is focused on predictions of mean monthly flows for a purpose of control of storage functions when thinking differently positions of fictive reservoirs in the catchment area. One of the reservoir is situated in the upper part of the catchment area and the second is situated in the middle part of catchment area. Predictions are made by Support vector machine method in RStudio and with the use of R language. Predicted values of flows was evaluated by the correlation coefficient, coefficient of determination, Root mean square error and than was made the simulation of operation of storage function, which was evaluated by Total sum of squares modificated for problems of water management. In the end was made a comparison of both of the reservoirs for assessment of the suitability of the method.
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