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Naghmeh Ghalamsiah1, Jin Wen2, Guowen Li3

  • 1Department of Civil, Architectural, and Environmental Engineering, Drexel University, Philadelphia, PA, USA.

Scientific data
|January 9, 2026
PubMed
概括

本研究引入了八个新的数据集,用于空气处理装置 (AHU) 故障检测和诊断. 它还确定了最佳的AHU数据集对,用于评估HVAC系统中的转移学习 (TL) 算法.

相关概念视频

Fault Types01:18

Fault Types

When analyzing a single line-to-ground fault from phase A to ground at a three-phase bus, it is important to consider the fault impedance. This impedance is zero for a bolted fault, equal to the arc impedance for an arcing fault, and represents the total fault impedance for a transmission-line insulator flashover. To derive sequence and phase currents, fault conditions are translated from the phase domain to the sequence domain.
For line-to-line faults occurring between phases B and C, the...
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Distribution Reliability and Automation01:25

Distribution Reliability and Automation

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Three-Phase Short Circuit—Unloaded Synchronous Machine01:21

Three-Phase Short Circuit—Unloaded Synchronous Machine

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Heating and Cooling Curves02:44

Heating and Cooling Curves

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Bus Impedance Matrix01:24

Bus Impedance Matrix

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Power System Three-Phase Short Circuits01:21

Power System Three-Phase Short Circuits

Determining the subtransient fault current in a power system involves representing transformers by their leakage reactances, transmission lines by their equivalent series reactances, and synchronous machines as constant voltage sources behind their subtransient reactances. In this analysis, certain elements are excluded, such as winding resistances, series resistances, shunt admittances, delta-Y phase shifts, armature resistance, saturation, saliency, non-rotating impedance loads, and small...
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