Transistor aging parameter detection device and aging degree prediction system and method
A technology of aging parameters and detection devices, which is applied in the direction of bipolar transistor testing, measuring devices, semiconductor working life testing, etc., and can solve problems such as complicated operation, difficult parameter values to guide practical applications, waste of time cost and economic cost, etc.
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Embodiment 1
[0042] likefigure 1 , figure 2 As shown, in this embodiment 1, a portable IGBT module aging parameter detection device is provided, and its circuit topology design and function description are as follows:
[0043] The device is divided into three parts: the first part is the test main circuit and the measurement data display part. / DC power supply), boat type power switch S1 (ie power switch 15), output button S4 (self-locking) (ie output button 4) and high voltage relay K1 (ie first relay 5), potentiometer, 0~5000V high voltage power supply module (ie power supply module 7), capacitor C1, voltage digital display meter (ie voltmeter 11), voltage divider 10, microampere current digital display meter (ie ammeter 9), output socket 8; the second part is the protection part, The devices used include the input side fuse FU1, the output side ceramic fuse FU2, the discharge button S5 (non-self-locking) (ie the discharge button 3), the high voltage relay K2 (ie the second relay 6), t...
Embodiment 2
[0054] like figure 1 As shown, in this embodiment 2, a portable IGBT module aging parameter detection device is provided, and its circuit topology design and function description are as follows:
[0055] The device is divided into three parts: the first part is the test main circuit and the measurement data display part. / DC power supply), boat type power switch S1 (ie power switch 15), output button S4 (self-locking) (ie output button 4) and high voltage relay K1 (ie first relay 5), potentiometer, 0~5000V high voltage power supply module (ie power supply module 7), capacitor C1, voltage digital display meter (ie voltmeter 11), voltage divider 10, microampere current digital display meter (ie ammeter 9), output socket 8; the second part is the protection part, The devices used include the input side fuse FU1, the output side ceramic fuse FU2, the discharge button S5 (non-self-locking) (ie the discharge button 3), the high voltage relay K2 (ie the second relay 6), the discharg...
Embodiment 3
[0076] The third embodiment provides a transistor aging degree prediction system, including:
[0077] The transistor aging parameter detection device according to Embodiment 1 or Embodiment 2 is used to obtain the off-voltage and off-current of the transistor to be predicted;
[0078] The prediction module is used to process the obtained cut-off voltage and cut-off current by using a pre-trained prediction model to obtain the aging state of the transistor to be predicted in the next time interval; wherein, the prediction model is obtained by training a training set, and the The training set includes multiple sets of data, wherein each set of data includes a set of cut-off voltages and cut-off currents, and labels indicating the aging states of transistors corresponding to the set of cut-off voltages and cut-off currents.
[0079] In this embodiment 3, the above-mentioned transistor aging degree prediction system is used to realize a transistor aging degree prediction method, i...
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