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Article

22 Citations

4,543 Views

17 Pages

Dissolved Gas Analysis and Application of Artificial Intelligence Technique for Fault Diagnosis in Power Transformers: A South African Case Study

Bonginkosi A. Thango

Energies2022, 15(23), 9030;https://doi.org/10.3390/en15239030

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29 November 2022

In South Africa, the growing power demand, challenges of having idle infrastructure, and power delivery issues have become crucial problems. Reliability enhancement necessitates a life-cycle performance analysis of the electrical power transformers....

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Article

12 Citations

3,249 Views

10 Pages

Mitigation of Nonlinear Impairments by Using Support Vector Machine and Nonlinear Volterra Equalizer

Rebekka Weixer,
Jonas Koch,
Patrick Plany,
Simon Ohlendorf and
Stephan Pachnicke

Appl. Sci.2019, 9(18), 3800;https://doi.org/10.3390/app9183800

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11 September 2019

A support vector machine (SVM) based detection is applied to different equalization schemes for a data center interconnect link using coherent 64 GBd 64-QAM over 100 km standard single mode fiber (SSMF). Without any prior knowledge or heuristic assum...

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