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A Monitoring and Aggregation Device for Large Amounts of Industry Data
Held, Oliver ; Pánek, Richard (referee) ; Smrž, Pavel (advisor)
This bachelor thesis describes hardware and software development of a monitoring device for the collection of industrial big data. The device is based on the development BeagleBone Black kit together with vibration sensors, temperature sensors and strain gauges. The objective of the thesis is to design a device with respect to low production cost, simplicity and possible modularity. The I2C bus and embedded AD converter are used for the collection of the data from the sensors. The data is sent to remote server using UDP protocol. Furthermore, custom strain gauge module is designed and tested. The practical contribution of the thesis is to test the platform functionality, that includes collection, aggregation and transfer of the data.
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Design of a Part of an Information System for the Use of Industrial Data
Held, Oliver ; Klusák, Aleš (referee) ; Luhan, Jan (advisor)
This thesis deals with the description and innovation in an industrial company, which is focused on the diagnostics of production machines using mainly big data collection. The theoretical part of the thesis describes industry 4.0, the demands of big data on storage and also the basics of change management. The analytical part includes a description of the company, an analysis of the current state and a proposal for change. The proposed changes are the transition from a relational database to a non relational one and a new web application for data visualization. The last part of the thesis describes the implementation of these changes and their evaluation.
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Design of a Part of an Information System for the Use of Industrial Data
Held, Oliver ; Klusák, Aleš (referee) ; Luhan, Jan (advisor)
This thesis deals with the description and innovation in an industrial company, which is focused on the diagnostics of production machines using mainly big data collection. The theoretical part of the thesis describes industry 4.0, the demands of big data on storage and also the basics of change management. The analytical part includes a description of the company, an analysis of the current state and a proposal for change. The proposed changes are the transition from a relational database to a non relational one and a new web application for data visualization. The last part of the thesis describes the implementation of these changes and their evaluation.
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|
|
A Monitoring and Aggregation Device for Large Amounts of Industry Data
Held, Oliver ; Pánek, Richard (referee) ; Smrž, Pavel (advisor)
This bachelor thesis describes hardware and software development of a monitoring device for the collection of industrial big data. The device is based on the development BeagleBone Black kit together with vibration sensors, temperature sensors and strain gauges. The objective of the thesis is to design a device with respect to low production cost, simplicity and possible modularity. The I2C bus and embedded AD converter are used for the collection of the data from the sensors. The data is sent to remote server using UDP protocol. Furthermore, custom strain gauge module is designed and tested. The practical contribution of the thesis is to test the platform functionality, that includes collection, aggregation and transfer of the data.
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