Method for estimating degradation of a wire-bonded power semi-conductor module
A method for estimating degradation of a wire-bonded power semi-conductor module is provided. The method includes obtaining an indicator of degradation (Degr est_t-1 ); estimating an estimated indicator of degradation (Degr est_t ) by a temporal degradation model; obtaining a set of on-line measure (X on_meas_t ); then, (1) converting the on-line measure (X on_meas_t ) into a deducted indicator of degradation (Degr meas_t ) by an electrical equivalence model, and (2) computing a deviation between estimated and deducted indicator of degradation (Degr est_t ; Degr meas_t ); and/or (1) converting the estimated indicator of degradation (Degr est_t ) into a set of on-line estimation (X on_est_t ), and (2) computing a deviation between set of on-line measure and estimation (X on_meas_t ; X on_est_t ); and correcting the estimated indicator of degradation (Degr est_t ) into a corrected estimated indicator of degradation (Degr corr_t ) as a function of the computed deviation.
1. Computer implemented method for estimating degradation of a wire-bonded power semi-conductor module comprising:
a) obtaining an indicator of degradation of said module at a first instant;
b) estimating an estimated indicator of degradation of said module at a second instant by applying a temporal degradation model to said indicator of degradation at said first instant, wherein temperature is a parameter of said temporal degradation model to estimate said indicator of degradation of said module at a second instant as a function of said indicator of degradation at said first instant;
c) obtaining a set of on-line measures, said set including at least one of an on-state measured voltage, an on-state measured current and an on-line measured temperature of said module and each being measured at said second instant within plus or minus 100 microseconds;
then,
d1) converting said set of on-line measures into a deducted indicator of degradation at said second instant by applying an electrical equivalence model, and
e1) calculating a computed deviation between said estimated indicator of degradation and said deducted indicator of degradation; or
d2) converting said estimated indicator of degradation at said second instant into a set of on-line estimation, said set including at least one of an on-state estimated voltage, an on-state estimated current and an on-line estimated temperature of said module and each being estimated for said second instant by applying an electrical equivalence model, and
e2) calculating a computed deviation between said set of on-line measure and said set of on-line estimation; and
f) correcting said estimated indicator of degradation at said second instant into a corrected estimated indicator of degradation at said second instant as a function of the computed deviation.
2. Method according to claim 1 , wherein the series of steps a) to f) are repeatedly executed as iterative loops, the corrected estimated indicator of degradation obtained at the end of a previous series being used as the indicator of degradation at a first instant for the next series.
3. Method according to claim 2 , wherein the degradation model includes a parameter, the value of said parameter being updated as a function of the deviation computed in the previous series.
4. Method according to claim 1 , wherein at least a temperature value and a current value are monitored, and wherein step c) is triggered when the monitored values respect predetermined criteria.
5. Method according to claim 1 , wherein the series of steps a) to f) are executed at least a first time during a monitoring phase, and then, at least one series of the following steps is executed, during a forecast phase:
a′) obtaining an indicator of degradation of said module at a first instant;
b′) estimating an estimated indicator of degradation of said module at a second instant by applying the temporal degradation model to said indicator of degradation at said first instant.
6. System comprising:
at least one wire-bonded power semi-conductor module,
a set of sensors coupled to the said at least one module to measure a set of on-line measures (X on_meas_t ), said set of on-line measures including at least one of an on-state measured voltage, an on-state measured current, and an on-line measured temperature of said at least one module, and
a processor operatively associated to a memory and arranged to received data issued from the measures of the set of sensors and configured to execute the method according to claim 1 .
7. A computer-readable non-transient recording medium on which processor executable instructions are stored, which when executed by a processor cause the processor to implement a method according to claim 1 .