Title :
Feedback feed-forward linearization and decoupling for greenhouse environment control
Author :
Yuxian Gao ; Chaoying Liu ; Xueling Song ; Siwu He
Author_Institution :
Inst. of Electr. Eng., Hebei Univ. of Sci. & Technol., Shijiazhuang, China
Abstract :
Aiming at solving the problem of the nonlinear strong coupling between temperature and humidity in the greenhouse, this paper presents feedback feed-forward linearization and decoupling algorithm for climate control of greenhouses. Using this algorithm, the nonlinear multiple-input multiple-output (MIMO) system is transformed into two independent single-input single-output (SISO) first-order linear systems. Strong coupling between temperature and humidity is removed. The temperature and humidity control law that make the dynamic mass-energy balance equations of greenhouse system completely decoupled is easily calculated by this method, and a simulation experiment is conducted under the identified greenhouse model parameters. The simulation results show that good effect can be achieved through the two-factor coordinated control of greenhouse temperature and humidity based on the high-precision mechanism model.
Keywords :
MIMO systems; feedback; feedforward; greenhouses; humidity control; linear systems; linearisation techniques; nonlinear control systems; temperature control; MIMO; SISO; climate control; decoupling algorithm; dynamic mass-energy balance equations; feedback feed-forward linearization; greenhouse environment control; greenhouse humidity; greenhouse model parameters; greenhouse system; greenhouse temperature; high-precision mechanism model; humidity control law; independent single-input single-output first-order linear systems; nonlinear multiple-input multiple-output system; nonlinear strong coupling; two-factor coordinated control; Agriculture; Couplings; Green products; Humidity; Ventilation; decoupling control; feedback and feed-forward; greenhouse; temperature and humidity;
Conference_Titel :
Mechatronics and Control (ICMC), 2014 International Conference on
Print_ISBN :
978-1-4799-2537-7
DOI :
10.1109/ICMC.2014.7231543