|
|
Construction of forecast model for water flow in the measurement profile
Škarecký, Pavel ; BBA, Šárka Zemanová, (referee) ; Kozel, Tomáš (advisor)
The subject of this bachelor thesis was the construction and calibration of a prediction model for water flow in a specific profile on the river Dyje in the village Podhradí nad Dyjí. The work is divided into theoretical and computational part. The theoretical part describes the transformation of historical data, types of probabilistic models and current drought problems. The computational part describes the stochastic model, the distribution of flows into zones of occurrence and the subsequent determination of the ideal quantile. Finally, the individual settings of the model and the evaluation of the results are compared.
|
|
|
Forecasting model for forecast of flows in measured profile
Urbanec, Patrik ; Matoušek, Petr (referee) ; Kozel, Tomáš (advisor)
The subject of this bachelor thesis was the compilation and calibration of the prediction model of water flow in the specific profile of Bílovice nad Svitou on the Svitavy River and its evaluation. The thesis is divided into the calculation part and the theoretical part. In the calculation part is described a model based on neural networks and its calibration. Furthermore, the evaluation of predictions using histograms, averages and median frequencies for each month is described in the paper. The theoretical part describes neural networks, methodology and evaluation of results from the calculation part. Finally, we compare each neural network setting. Based on the results obtained, the predictive model can be recommended for further investigation.
|
|
|
Construction of forecast model for water flow in the measurement profile
Škarecký, Pavel ; BBA, Šárka Zemanová, (referee) ; Kozel, Tomáš (advisor)
The subject of this bachelor thesis was the construction and calibration of a prediction model for water flow in a specific profile on the river Dyje in the village Podhradí nad Dyjí. The work is divided into theoretical and computational part. The theoretical part describes the transformation of historical data, types of probabilistic models and current drought problems. The computational part describes the stochastic model, the distribution of flows into zones of occurrence and the subsequent determination of the ideal quantile. Finally, the individual settings of the model and the evaluation of the results are compared.
|
|
|
Forecasting model for forecast of flows in measured profile
Urbanec, Patrik ; Matoušek, Petr (referee) ; Kozel, Tomáš (advisor)
The subject of this bachelor thesis was the compilation and calibration of the prediction model of water flow in the specific profile of Bílovice nad Svitou on the Svitavy River and its evaluation. The thesis is divided into the calculation part and the theoretical part. In the calculation part is described a model based on neural networks and its calibration. Furthermore, the evaluation of predictions using histograms, averages and median frequencies for each month is described in the paper. The theoretical part describes neural networks, methodology and evaluation of results from the calculation part. Finally, we compare each neural network setting. Based on the results obtained, the predictive model can be recommended for further investigation.
|
guest ::
