A Simulation Based Study of A Greenhouse System with Intelligent Fuzzy Logic
Description
Greenhouse (GHS) system is a system, that provides an efficient condition to grow plants. This research paper describes designing of a greenhouse system to control climate, soil moisture, lighting using fuzzy logic. The proposed model consists fuzzy logic to control GHS parameter such as temperature, Humidity, light, soil moisture and watering system to the plant. In this proposed system temperature controlling controller is used to take current temperature as input by using temperature sensor and its deviation from user set data. The temperature is controlled by the speed of fan. This algorithm is same for all other parameters. In this research the set value of different sensors is selected by the owner of the greenhouse according to the basis of growing plant condition. This system will enhance the capability of fuzzy logic control systems in case of process automation and potentiality.Simulation using MATLAB is used to achieve the designed goal.
Files
10120ijfls02.pdf
Files
(1.2 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:3a44ada12b4e9204b7c8a10807a8e97c
|
1.2 MB | Preview Download |
Additional details
Identifiers
Related works
- Is cited by
- https://scholar.google.co.in/citations?user=XaMPe7YAAAAJ&hl=en (URL)
Dates
- Copyrighted
-
2020
References
- [1] M. A. Ali.Ben.R, Aridhi.E, "Dynamic model of an agricultural greenhouse using Matlab-Simulink environment," in 16th international conference on Sciences and Techniques of Automatic control computer engineering - STA, 2015, pp. 21–23 [2] D. Das.Kumar.T, "Design of A Room Temperature and Humidity Controller Using Fuzzy Logic,"in American Journal of Engineering Research (AJER), Volume-02,Issue-11, pp. 86– 97 [3] O. A. F. Javadikia.P, Tabatabaeefar. A, "Evaluation of Intelligent Greenhouse Climate Control System, Based Fuzzy Logic in Relation to Conventional Systems," in International Conference on Artificial Intelligence and Computational Intelligence. 2009 [4] S. Gouadria.F, "Fuzzy logic controller devoted to a geothermal greenhouse," in 3rd international conference on Automation, control, Engineering and computer science, ACECS, 2016. [5] M. Sriraman.A, "Climate Control inside a Greenhouse: An Intelligence System Approach Using Fuzzy Logic Programming," in Journal of Environmental Informatics, 2007, pp. 14–20 [6] Z. Oliver L. Iliev, Sazdov.P, "A Fuzzy Logic Based Controller for Integrated Control of Protected Cultivation," in FactaUniversitatis, Series: Automatic Control and Robotics, 2012, pp. 119–128 [7] L. A. Algarà n R.C. Iliev, Cabarcas.C.J, "Low-Cost Fuzzy Logic Control for Greenhouse Environments with Web Monitoring ," in Basel, Switzerland. [8] H. R. Hilali.A, Alami, "Control Based On the Temperature and Moisture, Using the Fuzzy Logic, "in Int. Journal of Engineering Research and Application. [9] N. O. Caponetto. R, ortuna.L, "A Fuzzy Approach to Greenhouse Climate Control," in American Control Conference., 1998. [10] S. Revathi.S, "Fuzzy Based Temperature Control of Greenhouse," in Science Direct, IFACPapersOnLine., 2016, pp. 549-554. [11] F. M. Azaza.M, anougast.c, "Smart greenhouse fuzzy logic based control system enhanced with wireless data monitoring," in ISA Transaction. [12] P. W. H. Syam.R and J., "Controlling Smart Green House Using Fuzzy Logic Method," in International Journal on Smart Material and Mechatronics., 2015. [13] K. Heidari.M, "Climate Control of An Agricultural Greenhouse by Using Fuzzy Logic SelfTuning PID Approach," in Proceedings of the 23rd International Conference on Automation Computing., 2017 [14] M. Potdar .R.S, Patil.B.C, "Greenhouse Air-Temperature Modelling and Fuzzy Logic Control," in International Journal of Electronics Engineering Research., 2017, pp. 727–734 [15] B. J.-F. Lafont.F, "Optimized fuzzy control of a greenhouse," in Fuzzy Sets and Systems 128, 2002, pp. 47-59 [16] S.-L. F. Bouadila.S, Kooli.S, "Improvement of the greenhouse climate using a solar air heater with latent storage energy," 2014, pp. 663–672 [17] F. A. A. Khalid A. Joudi, "A dynamic model and an experimental study for the internal air and soil temperatures in an innovative greenhouse," in Energy Conversion and Management 91, 2015, pp. 76- 82