Abstract
In this work, simple tuning rules for feedforward compensators were applied to design a control strategy to regulate the inside air temperature of a greenhouse during daytime by means of a natural ventilation system. The developed control strategy is based on a PI (Proportional-Integral) controller combined with feedforward compensators to improve the performance against measurable external disturbances such as outside air temperature, solar radiation, and wind velocity. Since the greenhouse process dynamics is very complex and physical non-linear models are mathematically complicated, a system identification methodology was proposed to obtain simpler models (high-order polynomial and low-order transfer functions). Thus, an easier procedure was completed to tune the PI controller parameters and to obtain the feedforward compensators expressions by following a series of modern and simple tuning rules. Simulations with real data were executed to compare the control performance of a PI controller with or without the addition of feedforward compensators. Moreover, real tests for the developed control strategy were carried out in an experimental greenhouse. Results demonstrate an enhanced control performance with the presence of the feedforward compensators under different weather conditions.
Highlights
Climate control for greenhouses is critical for optimal crop production
The System Identification Toolbox was used to obtain the auto-regressive with exogenous input (ARX) model and the low-order models expressed as transfer functions
The PI controller and the feedforward compensators were programmed in MATLAB R code in discrete-time form and embedded in a SCADA system for real tests in the experimental greenhouse
Summary
Since a greenhouse is a closed environment, climate regulation can ensure an appropriate growth of the crop. The air temperature inside the greenhouse considerably affects to the physiological processes of the plants and, it is important to regulate it in an adequate range depending on the crop variety and the geographical location of the greenhouse. This accelerates its growth and increases the production quality while economizing energy consumption [1]. The external weather conditions should be considered as disturbances in the formulation of the control problem since they constantly cause undesirable changes in the inside climatic variables
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