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Smart Structures and Systems Volume 26, Number 1, July 2020 , pages 117-134 DOI: https://doi.org/10.12989/sss.2020.26.1.117 |
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An intelligent monitoring of greenhouse using wireless sensor networks |
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Achouak Touhami, Khelifa Benahmed, Lorena Parra, Fateh Bounaama and Jaime Lloret
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| Abstract | ||
| Over recent years, the interest for vegetables and fruits in all seasons and places has much increased, from where diverse countries have directed to the commercial production in greenhouse. In this article, we propose an algorithm based on wireless sensor network technologies that monitor the microclimate inside a greenhouse and linear equations model for optimization plant production and material cost. Moreover, we also suggest a novel design of an intelligent greenhouse. We validate our algorithms with simulations on a benchmark based on experimental data made at lNRA of Montfavet in France. Finally, we calculate the statistical estimators RMSE, TSSE, MAPE, EF and R2. The results obtained are promising, which shows the efficiency of our proposed system. | ||
| Key Words | ||
| algorithms; linear equations mode; wireless sensor networks; actuators; intelligent; greenhouse | ||
| Address | ||
| (1) Achouak Touhami, Fateh Bounaama: Laboratory of Energetic in arid zones, Department of Electrical Engineering, Faculty of Technology, Tahri Mohammed University, Bechar, Algeria; (2) Khelifa Benahmed: Department of mathematics and computer science, Faculty of Exact Sciences, Tahri Mohammed University, Bechar, Algeria; (3) Lorena Parra, Jaime Lloret: Instituto de Investigación para la Gestion Integrada de Zonas Costeras (IGIC), Universidad Politècnica de València, Valencia, Spain. | ||