Big data processing and analysis platform for condition monitoring of electric power system

Guo, Yuanjun; Shi, Feng; Li, Kang; Mo, Wenxiong; Liu, Yuquan; Wang, Yong

doi:10.1109/control.2016.7737581

Cited by 6 publications

(1 citation statement)

References 35 publications

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“…Last innovations, which will significantly benefit from the integration of power electronics with 5G network, are condition monitoring, failure prediction, and preventive maintenance, especially those techniques which are based on the Big Data analysis. In such an application, a power electronic converter transmits a large amount of data (e.g., voltage, current, and temperature measurements) over the 5G network to the dedicated server, where they are processed with e.g., machine-learning algorithm [35][36][37]. The alternate approach is a digital twin concept [38], which assumes to compare measurements recorded in real devices with results of thoroughly adjusted electro-thermal models.…”

Section: The Wide Bandwidth Data Transfer In Modern Power Electronicsmentioning

confidence: 99%

Evaluation of Modular Power Converter Integrated with 5G Network

et al. 2021

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This paper focuses on two key technical concepts, which may have a tremendous impact on future generations of power electronic converters: the Power Electronic Building Block (PEBB) concept, and the 5G/6G wireless data transfer. It is expected that these two trends may induce development of new cognitive of power electronic converters: Power Electronics 4.0. To investigate this concept, a Proof of Concept (PoC) of PEBB-based power converter integrated with a 5G network, was designed and tested. Study confirmed that power converter assembled from PEBB modules can compete with state-of-the-art devices. Moreover, test results indicates that several challenges related to PEBB and integration of power electronic equipment with 5G network has to be resolved, to enable growth of augmented power electronic converters, especially if wireless data transfer is meant for communication between PEBB modules.

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