LAPSE:2023.19645
Published Article
LAPSE:2023.19645
Design and Implementation of an Intelligent ANFIS Controller on a Raspberry Pi Nano-Computer for Photovoltaic Pumping Intended for Drip Irrigation
Siwar Bellahirich, Dhafer Mezghani, Abdelkader Mami
March 9, 2023
Abstract
For several decades, many countries have favored irrigation as a means of regulating, diversifying, and increasing agricultural production to meet the growing domestic demand for food, and even to generate exportable surpluses. As with most Mediterranean countries, Tunisia has inherited a long tradition in irrigation; thus, the management of the scarcity of water resources poses a very important challenge that is gradually increasing due to the effects of climate change undergone by the region and confronting the agricultural sector. Aiming at a new model of sustainable development, ensuring the optimization of water resources management, as well as the protection of natural resources and the environment, this work proposed the modern design of a photovoltaic pumping chain dedicated for drip irrigation, which is controlled using an intelligent neuron-fuzzy controller with an ANFIS architecture and implemented on a Raspberry Pi platform. Thanks to this design, the efficiency of the pumping chain increased exponentially to a value of approximately 95%, achieving water pumping optimization while exploiting renewable energy resources, thus guaranteeing the longevity of water resources, as well as the continuity of diversified agricultural production.
Keywords
ANFIS, drip irrigation, neuron-fuzzy controller, photovoltaic pumping, Raspberry Pi
Suggested Citation
Bellahirich S, Mezghani D, Mami A. Design and Implementation of an Intelligent ANFIS Controller on a Raspberry Pi Nano-Computer for Photovoltaic Pumping Intended for Drip Irrigation. (2023). LAPSE:2023.19645
Author Affiliations
Bellahirich S: UR-LAPER, UR17ES11, Faculty of Sciences of Tunis, University of Tunis El Manar, Tunis 1068, Tunisia [ORCID]
Mezghani D: UR-LAPER, UR17ES11, Faculty of Sciences of Tunis, University of Tunis El Manar, Tunis 1068, Tunisia
Mami A: UR-LAPER, UR17ES11, Faculty of Sciences of Tunis, University of Tunis El Manar, Tunis 1068, Tunisia
Journal Name
Energies
Volume
14
Issue
17
First Page
5217
Year
2021
Publication Date
2021-08-24
ISSN
1996-1073
Version Comments
Original Submission
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PII: en14175217, Publication Type: Journal Article
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LAPSE:2023.19645
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https://doi.org/10.3390/en14175217
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