ARM-Based Resistance Furnace Neural Network Temperature Control System Design

Hong Fang; Hong Lian Li

doi:10.4028/www.scientific.net/AMM.319.562

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vol. 319ARM-Based Resistance Furnace Neural Network...

ARM-Based Resistance Furnace Neural Network Temperature Control System Design

Abstract:

to promote the measuring and controlling precisions of temperature control system, in this paper, a temperature detecting circuit is made up of thermocouple and digital conversion chip MAX6675 with ARM chip at its core. The PID control algorithm of single neural network is also brought up herein and adopted in simulating the temperature control system of resistance furnace. The result shows that PID control algorithm of single neural network can achieve better controlling effects than the traditional one and realize precise control over temperature.

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Periodical:

Applied Mechanics and Materials (Volume 319)

Pages:

562-566

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.319.562

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Online since:

May 2013

Authors:

Hong Fang, Hong Lian Li

Keywords:

ARM, Simulation, Single Neural Network PID, Temperature Control

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References

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