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2013 (Vol. 5, Issue: 10)
Article Information:

A Kind of Temperature and Humidity Adaptive Predictive Decoupling Method in Wireless Greenhouse Environmental Test Simulation System

Yongxian Song, Xianlin Huang and Yuan Feng
Corresponding Author:  Yongxian Song 

Key words:  Adaptive predictive decoupling algorithm, DMC algorithm, PID, wireless sensor networks, , ,
Vol. 5 , (10): 1395-1403
Submitted Accepted Published
July 1, 2013 July 17, 2013 October 05, 2013
Abstract:

In order to solve the strong coupling characteristic of the temperature and humidity in wireless greenhouse environmental simulation test system which is with nonlinear, big lag, strong coupling, time-varying characteristics and so on, this study proposed an adaptive prediction decoupling method based on dynamic matrix control algorithm. This method can effectively overcome the influence of control accuracy that is caused by serious loss of matching control model. In order to validate the effectiveness of the proposed algorithm and compared with PID control algorithm by simulation experiment. The each mode for heating and humidification was obtained by step response method and on the basis of the model, the PID and forecast decoupling simulation were obtained separately. The Simulation and experimental results show that the adaptive predictive decoupling algorithm can effectively weaken dynamic coupling between temperature and humidity and the control system performance was greatly improved.
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  Cite this Reference:
Yongxian Song, Xianlin Huang and Yuan Feng, 2013. A Kind of Temperature and Humidity Adaptive Predictive Decoupling Method in Wireless Greenhouse Environmental Test Simulation System.  Advance Journal of Food Science and Technology, 5(10): 1395-1403.
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ISSN (Online):  2042-4876
ISSN (Print):   2042-4868
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