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Related Concept Videos

Transformers in Distribution System01:27

Transformers in Distribution System

533
Transformers in distribution systems can be broadly categorized into distribution substation transformers and other distribution transformers. They are crucial for stepping down high transmission voltages to levels suitable for distribution and end-user applications.
Distribution substation transformers come in various ratings and typically use mineral oil for insulation and cooling. To prevent moisture and air from entering the oil, some transformers use an inert gas like nitrogen to fill the...
533
Transformers with Off-Nominal Turns Ratios01:25

Transformers with Off-Nominal Turns Ratios

580
In scenarios involving parallel transformers with disparate ratings, developing per-unit models requires accommodating off-nominal turns ratios. This situation arises when the selected base voltages are not proportional to the transformer’s voltage ratings. Consider a transformer where the rated voltages are related by the term a. If the chosen voltage bases satisfy a relationship involving term b, term c is defined as the ratio of these bases. This ratio is then substituted into the...
580
Energy Losses in Transformers01:21

Energy Losses in Transformers

1.4K
In an ideal transformer, it is assumed that there are no energy losses, and, hence, all the power at the primary winding is transferred to the secondary winding. However, in reality,  the transformers always have some energy losses, and, hence, the output power obtained at the secondary winding is less than the input power at the primary winding due to energy losses.
There are four main reasons for energy losses in transformers.
The first cause can be  the high resistance of the...
1.4K
Network Function of a Circuit01:25

Network Function of a Circuit

925
Frequency response analysis in electrical circuits provides vital insights into a circuit's behavior as the frequency of the input signal changes. The transfer function, a mathematical tool, is instrumental in understanding this behavior. It defines the relationship between phasor output and input and comes in four types: voltage gain, current gain, transfer impedance, and transfer admittance. The critical components of the transfer function are the poles and zeros.
925

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Novel transformer-based model for NID in fog computing environment

Khalil M Abdelnaby1, Ahmed Y Khedr2, Aly M Elsemary2

  • 1Data Science and Artificial Intelligence Department, Faculty of Information Technology, Al-Ahliyya Amman University, Amman, 19328, Jordan. k.abdelnaby@ammanu.edu.jo.

Scientific Reports
|February 18, 2026
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No abstract available in PubMed .

Keywords:
Deep learningMachine learningNSL-KDD datasetNetwork intrusion detectionTransformer

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