DocumentCode :
1072940
Title :
Optimal Design and Control of CPU Heat Sink Processes
Author :
Chen, Chyi-Tsong ; Wu, Ching-Kuo ; Hwang, Chyi
Author_Institution :
Feng Chia Univ., Taichung
Volume :
31
Issue :
1
fYear :
2008
fDate :
3/1/2008 12:00:00 AM
Firstpage :
184
Lastpage :
195
Abstract :
This paper considers the optimal plate fin design and control for central processing unit (CPU) heat sink processes. First, we apply a finite element method to investigate the heat transfer phenomena of a heat sink process. To have a better heat dispersion performance, a real-coded genetic algorithm is then utilized to search for an optimal set of plate-fin shape parameters. The objective function to be minimized is the entropy generation rate which can take simultaneously the two major factors, heat transfer rate and air resistance, into consideration in the design. The present optimization scheme is able to achieve a better design for heat dispersion than existing methods. To attenuate environmental and time-varying disturbances, a direct adaptive control scheme is then developed for the CPU heat sink process. It is based on using a bounded single neuron controller (SNC) along with a parameter tuning algorithm to regulate the temperature of a selected control point. Extensive comparisons of the SNC-based control performance with the on-off control as well as a PI controller show that the proposed scheme provides excellent control performance despite the existence of unexpected process uncertainties.
Keywords :
adaptive control; finite element analysis; genetic algorithms; heat sinks; heat transfer; neurocontrollers; optimal control; time-varying systems; CPU heat sink processes; PI controller; central processing unit; direct adaptive control scheme; entropy generation rate; finite element method; heat dispersion; heat dispersion performance; heat transfer phenomena; on-off control; optimal control; optimal plate fin design; optimization scheme; parameter tuning algorithm; plate-fin shape parameters; real-coded genetic algorithm; single neuron controller; time-varying disturbances; Heat sink process; optimal design and control; parameter tuning algorithm; partial differential equation system; real-coded genetic algorithm; single neuron controller (SNC);
fLanguage :
English
Journal_Title :
Components and Packaging Technologies, IEEE Transactions on
Publisher :
ieee
ISSN :
1521-3331
Type :
jour
DOI :
10.1109/TCAPT.2008.916855
Filename :
4454209
Link To Document :
بازگشت