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Software for an automatic testing of valves
Mudroch, Andrej ; Havránek, Zdeněk (referee) ; Vágner, Martin (advisor)
In this paper the software design and implementation of automated control system for test device is discussed. The device will serve for tests of drinking water valves. As regards the control and software design, the important parts are identified and their functions are discussed in details. As part of software design, the basic system structure and it`s modules` functions are described using UML diagrams. Because of implementation reasons, ways of communication – such as M-BUS are described; as well as acquiring, processing and writing data to output. User interface created in LabVIEW is created as well. All mentioned application blocks were implemented. In addition, in this paper there is overview of testing methods for drinking water valves.
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Travel time prediction
Mudroch, Andrej ; Janáková, Ilona (referee) ; Honec, Peter (advisor)
This thesis discusses travel time prediction of vehicles on roads based on the methods of machine learning. It describes theory of travel times and summarizes scientific papers dealing with this topic. Within the thesis, analysis of real travel time data was done and the features to be used in prediction models were engineered. Finally, the complex prediction system was designed and implemented and has been tested in production environment.
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Travel Time Prediction
Mudroch, Andrej
This paper discusses the methods of travel time prediction based on the usage of machine learning and historical data. The developed prediction models are described as well as the data sources which were used as the input of the prediction models. Finally, the comparison of the models‘ performance is shown, providing proof the developed models have ability to outperform the widely used model based on instantaneous travel time that is not using statistical learning.
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Travel time prediction
Mudroch, Andrej ; Janáková, Ilona (referee) ; Honec, Peter (advisor)
This thesis discusses travel time prediction of vehicles on roads based on the methods of machine learning. It describes theory of travel times and summarizes scientific papers dealing with this topic. Within the thesis, analysis of real travel time data was done and the features to be used in prediction models were engineered. Finally, the complex prediction system was designed and implemented and has been tested in production environment.
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Software for an automatic testing of valves
Mudroch, Andrej ; Havránek, Zdeněk (referee) ; Vágner, Martin (advisor)
In this paper the software design and implementation of automated control system for test device is discussed. The device will serve for tests of drinking water valves. As regards the control and software design, the important parts are identified and their functions are discussed in details. As part of software design, the basic system structure and it`s modules` functions are described using UML diagrams. Because of implementation reasons, ways of communication – such as M-BUS are described; as well as acquiring, processing and writing data to output. User interface created in LabVIEW is created as well. All mentioned application blocks were implemented. In addition, in this paper there is overview of testing methods for drinking water valves.
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