Water usage optimization of smart farm automated irrigation system using artificial neural network
Limited water resources had become the main constraint to be considered in farming. Optimizing this has become one of the interests in researches relating to precision agriculture. In this paper, the researchers use Neural Network in optimizing the water usage in the smart farm by incorporating it t...
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oai:animorepository.dlsu.edu.ph:faculty_research-52022021-12-07T01:17:53Z Water usage optimization of smart farm automated irrigation system using artificial neural network Dela Cruz, John R. Baldovino, Renann G. Bandala, Argel A. Dadios, Elmer P. Limited water resources had become the main constraint to be considered in farming. Optimizing this has become one of the interests in researches relating to precision agriculture. In this paper, the researchers use Neural Network in optimizing the water usage in the smart farm by incorporating it to the proposed Smart Farm Automated Irrigation System (SFAIS) by implementing an expert system. Simulations were done using the MATLAB Neural Network toolbox and results show that neural network is a useful tool. © 2017 IEEE. 2017-11-18T08:00:00Z text https://animorepository.dlsu.edu.ph/faculty_research/4389 info:doi/10.1109/ICoICT.2017.8074668 Faculty Research Work Animo Repository Irrigation efficiency Water efficiency Neural networks (Computer science) Manufacturing Mechanical Engineering |
| institution |
De La Salle University |
| building |
De La Salle University Library |
| continent |
Asia |
| country |
Philippines Philippines |
| content_provider |
De La Salle University Library |
| collection |
DLSU Institutional Repository |
| topic |
Irrigation efficiency Water efficiency Neural networks (Computer science) Manufacturing Mechanical Engineering |
| spellingShingle |
Irrigation efficiency Water efficiency Neural networks (Computer science) Manufacturing Mechanical Engineering Dela Cruz, John R. Baldovino, Renann G. Bandala, Argel A. Dadios, Elmer P. Water usage optimization of smart farm automated irrigation system using artificial neural network |
| description |
Limited water resources had become the main constraint to be considered in farming. Optimizing this has become one of the interests in researches relating to precision agriculture. In this paper, the researchers use Neural Network in optimizing the water usage in the smart farm by incorporating it to the proposed Smart Farm Automated Irrigation System (SFAIS) by implementing an expert system. Simulations were done using the MATLAB Neural Network toolbox and results show that neural network is a useful tool. © 2017 IEEE. |
| format |
text |
| author |
Dela Cruz, John R. Baldovino, Renann G. Bandala, Argel A. Dadios, Elmer P. |
| author_facet |
Dela Cruz, John R. Baldovino, Renann G. Bandala, Argel A. Dadios, Elmer P. |
| author_sort |
Dela Cruz, John R. |
| title |
Water usage optimization of smart farm automated irrigation system using artificial neural network |
| title_short |
Water usage optimization of smart farm automated irrigation system using artificial neural network |
| title_full |
Water usage optimization of smart farm automated irrigation system using artificial neural network |
| title_fullStr |
Water usage optimization of smart farm automated irrigation system using artificial neural network |
| title_full_unstemmed |
Water usage optimization of smart farm automated irrigation system using artificial neural network |
| title_sort |
water usage optimization of smart farm automated irrigation system using artificial neural network |
| publisher |
Animo Repository |
| publishDate |
2017 |
| url |
https://animorepository.dlsu.edu.ph/faculty_research/4389 |
| _version_ |
1767196083883081728 |