Real-Time Monitoring of Thermal Response and Life-Time Varying Parameters in Power Modules

2020 ◽  
Vol 56 (5) ◽  
pp. 5279-5291 ◽  
Author(s):  
Christoph H. van der Broeck ◽  
Timothy A. Polom ◽  
Robert D. Lorenz ◽  
Rik W. De Doncker
Author(s):  
Saied Reza Seydnejad

A new method for identification of time-varying ARMAX systems is introduced. This method is based on expansion of time-varying parameters of the ARMAX model onto a set of basis functions. A recursive formulation for updating the coefficients of the basis functions of the time-varying parameters of the system is proposed. Similar to non-real-time basis-function methods, the proposed real-time method has the capability of tracking fast changes in the parameters of a time-varying system much better than the standard Kalman and recursive least-squares (RLS) methods. A computationally efficient version of the algorithm is also presented with a small degradation in tracking properties of the original algorithm. Selection of different types of basis functions makes the new method very flexible for different applications.


2015 ◽  
Vol 9 (6) ◽  
pp. 568
Author(s):  
Ahmad Al-Jarrah ◽  
Mohammad Ababneh ◽  
Suleiman Bani Hani ◽  
Khalid Al-Widyan

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