Title :
Power Trace: An Efficient Method for Extracting the Power Dissipation Profile in an IC Chip From Its Temperature Map
Author :
Wang, Xi ; Farsiu, Sina ; Milanfar, Peyman ; Shakouri, Ali
Author_Institution :
Dept. of Electr. Eng., Univ. of California, Santa Cruz, CA, USA
fDate :
6/1/2009 12:00:00 AM
Abstract :
In this paper, we present a new technique to calculate the power dissipation profile from the IC temperature map using a process analogous to image processing and restoration. In this technique, finite-element analysis (FEA) is used to find the heat-point spread function (heat PSF) of the IC chip. Then, the temperature map is used as input for an efficient image restoration algorithm which locates the sources of strong power dissipation non-uniformities. Therefore, it optimally solves the inverse heat transfer problem, and estimates the IC power map without extensive lab experiments. Our computationally efficient and robust method, unlike some previous techniques, applies to many experimental scenarios. Simulation results on a typical commercial integrated circuit chip confirm the effectiveness of our proposed method.
Keywords :
finite element analysis; heat transfer; image restoration; integrated circuit packaging; IC temperature map; finite-element analysis; heat-point spread function; image restoration algorithm; integrated circuit chip; inverse heat transfer; power dissipation profile; Analog integrated circuits; Circuit simulation; Computational modeling; Finite element methods; Heat transfer; Image processing; Image restoration; Power dissipation; Robustness; Temperature; Heat point spread function (PSF); image restoration; power dissipation profile; temperature profile; thermal inspection; thermal non-uniformity (hot-spot);
Journal_Title :
Components and Packaging Technologies, IEEE Transactions on
DOI :
10.1109/TCAPT.2009.2017204