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Pre-processing of heterogeneous data streams for internet of things applications

Author(s): Klemen Kenda (Author), Dunja Mladenić (Supervisor)

Year: 2024

Type: Doctoral dissertation

The rapid evolution of sensor technologies, particularly within the Internet of Things (IoT) domain, has led to an era dominated by massive real-time data flows. This transition resulted in the need for novel data processing methodologies that facilitate the shift from traditional offline batch analytics to agile real-time predictions and …

High-precision wide-bandwidth isolated current measurement in networked devices

Author(s): Uroš Platiše (Author), Mihael Mohorčič (Supervisor)

Year: 2022

Type: Doctoral dissertation

With the increasing use of electricity powered devices and processes in our daily lives, the need for the precise measurement of electrical currents across more than 15 decades from below nA to tens or hundreds of kA has become inevitable both for billing and more optimal energy distribution purposes as …