Efficient and Intelligent Decision Support System for Smart Irrigation
The main aim of present analysis is to develop a novel efficient and intelligent irrigation system (EIIS). The proposed irrigation system configured using five components arranged in a series configuration along with the internal cold standby redundancy on sensor unit. The failure and repair rates...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Nigerian Society of Physical Sciences
2022-11-01
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| Series: | Journal of Nigerian Society of Physical Sciences |
| Subjects: | |
| Online Access: | https://journal.nsps.org.ng/index.php/jnsps/article/view/945 |
| _version_ | 1811233178281574400 |
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| author | Monika Saini Ashish Kumar Vijay Singh Maan Deepak Sinwar |
| author_facet | Monika Saini Ashish Kumar Vijay Singh Maan Deepak Sinwar |
| author_sort | Monika Saini |
| collection | DOAJ |
| description |
The main aim of present analysis is to develop a novel efficient and intelligent irrigation system (EIIS). The proposed irrigation system configured using five components arranged in a series configuration along with the internal cold standby redundancy on sensor unit. The failure and repair rates are exponentially distributed. By using the Markovian birth-death process differential difference equations of the model are developed to derive the availability expressions and estimation of parameters. The availability of the system is optimized by employing Grey-Wolf optimization (GWO) and Dragon Fly algorithm (DA) for efficiency and performance evaluation. The derived results are helpful for the system designers.
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| first_indexed | 2024-04-12T11:16:10Z |
| format | Article |
| id | doaj.art-d0f152a8397141abb6d6b577c6980406 |
| institution | Directory Open Access Journal |
| issn | 2714-2817 2714-4704 |
| language | English |
| last_indexed | 2024-04-12T11:16:10Z |
| publishDate | 2022-11-01 |
| publisher | Nigerian Society of Physical Sciences |
| record_format | Article |
| series | Journal of Nigerian Society of Physical Sciences |
| spelling | doaj.art-d0f152a8397141abb6d6b577c69804062022-12-22T03:35:29ZengNigerian Society of Physical SciencesJournal of Nigerian Society of Physical Sciences2714-28172714-47042022-11-014410.46481/jnsps.2022.945Efficient and Intelligent Decision Support System for Smart IrrigationMonika Saini0Ashish Kumar1Vijay Singh Maan2Deepak Sinwar3Department of Mathematics & Statistics, Manipal University Jaipur, Jaipur-303007, IndiaDepartment of Mathematics & Statistics, Manipal University Jaipur, Jaipur-303007, IndiaDepartment of Mathematics & Statistics, Manipal University Jaipur, Jaipur-303007, IndiaDepartment of computer and Communication, Manipal University Jaipur, Jaipur-303007, India The main aim of present analysis is to develop a novel efficient and intelligent irrigation system (EIIS). The proposed irrigation system configured using five components arranged in a series configuration along with the internal cold standby redundancy on sensor unit. The failure and repair rates are exponentially distributed. By using the Markovian birth-death process differential difference equations of the model are developed to derive the availability expressions and estimation of parameters. The availability of the system is optimized by employing Grey-Wolf optimization (GWO) and Dragon Fly algorithm (DA) for efficiency and performance evaluation. The derived results are helpful for the system designers. https://journal.nsps.org.ng/index.php/jnsps/article/view/945Markov model, Availability, Cold standby redundancy, Intelligent irrigation system |
| spellingShingle | Monika Saini Ashish Kumar Vijay Singh Maan Deepak Sinwar Efficient and Intelligent Decision Support System for Smart Irrigation Journal of Nigerian Society of Physical Sciences Markov model, Availability, Cold standby redundancy, Intelligent irrigation system |
| title | Efficient and Intelligent Decision Support System for Smart Irrigation |
| title_full | Efficient and Intelligent Decision Support System for Smart Irrigation |
| title_fullStr | Efficient and Intelligent Decision Support System for Smart Irrigation |
| title_full_unstemmed | Efficient and Intelligent Decision Support System for Smart Irrigation |
| title_short | Efficient and Intelligent Decision Support System for Smart Irrigation |
| title_sort | efficient and intelligent decision support system for smart irrigation |
| topic | Markov model, Availability, Cold standby redundancy, Intelligent irrigation system |
| url | https://journal.nsps.org.ng/index.php/jnsps/article/view/945 |
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