Development of a Fuzzy Logic Controller applied to an agricultural greenhouse experimentally validated

被引:47
作者
Ben Ali, Rim [1 ]
Bouadila, Salwa [2 ]
Mami, Abdelkader [1 ]
机构
[1] Univ Tunis El Manar, Fac Sci Tunis, Dept Phys, Campus Univ Farhat Hached BP 94 Rommana, Tunis 1068, Tunisia
[2] Res & Technol Ctr Energy, Thermal Proc Lab, BP 95, Tunis 2050, Tunisia
关键词
Agricultural greenhouse; Microclimate; Air temperature; Relative humidity; Fuzzy Logic Controller; MATLAB/Simulink environment; SOLAR AIR HEATER; LATENT STORAGE ENERGY; THERMAL PERFORMANCE; TEMPERATURE CONTROL; CLIMATE CONDITIONS; NEURAL-NETWORK; DYNAMIC-MODEL; ENVIRONMENT; SYSTEM; SIMULATION;
D O I
10.1016/j.applthermaleng.2018.06.014
中图分类号
O414.1 [热力学];
学科分类号
摘要
The agricultural greenhouse presents a complicated procedure since the strong perturbations and the important number of its input parameters, which have a great potential and capacity to influence the climate inside it. For this reason, a Fuzzy Logic Controller (FLC) is developed in order to promote a suitable microclimate by activating the appropriate actuators installed inside the greenhouse with the appropriate rate. The dynamic modeling of the studied greenhouse is presented and simulated under MATLAB/Simulink environment to be experimentally validated within the Research and Technology Center of Energy (CRTEn) in Tunisia. The simulation results illustrate the effectiveness of the proposed dynamic model to investigate the internal air temperature and relative humidity with a low percentage of error. In addition, the developed controller FLC presents an effective solution to get an optimized microclimate indoor the agricultural greenhouse.
引用
收藏
页码:798 / 810
页数:13
相关论文
共 33 条
[1]   Dynamic modeling of the environment in a naturally ventilated, fog-cooled greenhouse [J].
Abdel-Ghany, Ahmed M. ;
Kozai, Toyoki .
RENEWABLE ENERGY, 2006, 31 (10) :1521-1539
[2]  
Atia Doaa M., 2017, Journal of Electrical Systems and Information Technology, V4, P34, DOI 10.1016/j.jesit.2016.10.014
[3]  
Ben Ali R, 2015, I C SCI TECH AUTO CO, P346, DOI 10.1109/STA.2015.7505185
[4]   Assessment of the greenhouse climate with a new packed-bed solar air heater at night, in Tunisia [J].
Bouadila, Salwa ;
Lazaar, Mariem ;
Skouri, Safa ;
Kooli, Sami ;
Farhat, Abdelhamid .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2014, 35 :31-41
[5]   Improvement of the greenhouse climate using a solar air heater with latent storage energy [J].
Bouadila, Salwa ;
Kooli, Sami ;
Skouri, Safa ;
Lazaar, Mariem ;
Farhat, Abdelhamid .
ENERGY, 2014, 64 :663-672
[6]   Thermal performance of a conic basket heat exchanger coupled to a geothermal heat pump for greenhouse cooling under Tunisian climate [J].
Boughanmi, Hassen ;
Lazaar, Mariem ;
Bouadila, Salwa ;
Farhat, Abdelhamid .
ENERGY AND BUILDINGS, 2015, 104 :87-96
[7]   Greenhouse crop transpiration simulation from external climate conditions [J].
Boulard, T ;
Wang, S .
AGRICULTURAL AND FOREST METEOROLOGY, 2000, 100 (01) :25-34
[8]   Stabilization Using a Discrete Fuzzy PDC Control with PID Controllers and Pole Placement: Application to an Experimental Greenhouse [J].
Chouchaine, Amine ;
Feki, Elyes ;
Mami, Abdelkader .
JOURNAL OF CONTROL SCIENCE AND ENGINEERING, 2011, 2011
[9]  
Duffle J.A., 1991, SOLAR ENG THERMAL PR
[10]   Development, validation and use of a dynamic model for simulate the climate conditions in a large scale greenhouse equipped with insect-proof nets [J].
Fatnassi, H. ;
Boulard, T. ;
Bouirden, L. .
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2013, 98 :54-61