Design of Sprinkler Irrigation Systems Using an Expert System Program
In this research, a rule-based expert system named EFSIS-ES (Engineering Factors of Sprinkler Irrigation System -Expert System) had been built, verified and validated. Therefore, the aims of this research were to build, verify and validate an expert system for making a decision for the normal user t...
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| Format: | Article |
| Language: | Arabic |
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The Union of Arab Universities
2021-04-01
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| Series: | Arab Universities Journal of Agricultural Sciences |
| Subjects: | |
| Online Access: | https://ajs.journals.ekb.eg/article_171398_3830509f313a646300d7abe6b7cd104a.pdf |
| _version_ | 1797269910980657152 |
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| author | Mohamed Alashram Khaled elbagoury Said Shaaban Ahmed abdel-aziz |
| author_facet | Mohamed Alashram Khaled elbagoury Said Shaaban Ahmed abdel-aziz |
| author_sort | Mohamed Alashram |
| collection | DOAJ |
| description | In this research, a rule-based expert system named EFSIS-ES (Engineering Factors of Sprinkler Irrigation System -Expert System) had been built, verified and validated. Therefore, the aims of this research were to build, verify and validate an expert system for making a decision for the normal user to maximize system efficiency of sprinkler irrigation. The inputs data included location data, climate data, pump data, crop data, soil data and sprinkler system data. The outputs of the expert system were number of the sprinklers on a lateral, number of laterals in the irrigation system, length of each lateral, main line length, irrigation frequency, required pump power, total dynamic head (TDH) and pump discharge output. Results showed high correlation (R2 = 0.9927) between the EFSIS-ES program and the designed spreadsheet in regard to irrigation frequency. It could be indicated high correlation (R2 = 0.9999) between the EFSIS-ES program and the designed spreadsheet regarding pump power. The regression coefficient (R2) was 0.9983 between EFSIS-ES program and SSSDPS Expert regarding total dynamic head (TDH). It could be indicated high correlation (R2 = 0.9979) between EFSIS-ES program and SSSDPS Expert regarding pump discharge output. |
| first_indexed | 2024-04-25T01:55:53Z |
| format | Article |
| id | doaj.art-f5ce1b7be10c47d2affa263b5bc52b1a |
| institution | Directory Open Access Journal |
| issn | 1110-2675 2636-3585 |
| language | Arabic |
| last_indexed | 2024-04-25T01:55:53Z |
| publishDate | 2021-04-01 |
| publisher | The Union of Arab Universities |
| record_format | Article |
| series | Arab Universities Journal of Agricultural Sciences |
| spelling | doaj.art-f5ce1b7be10c47d2affa263b5bc52b1a2024-03-07T17:34:16ZaraThe Union of Arab UniversitiesArab Universities Journal of Agricultural Sciences1110-26752636-35852021-04-0129119721010.21608/ajs.2021.48681.1288171398Design of Sprinkler Irrigation Systems Using an Expert System ProgramMohamed Alashram0Khaled elbagoury1Said Shaaban2Ahmed abdel-aziz3Water Relations and Field irrigation Dept., National Research Centre, Dokki, Giza, EgyptAgricultural Engineering Department, Faculty of Agriculture, Ain Shams University,Cairo, EgyptWater Relations and Field irrigation Dept., National Research Centre, Dokki, Giza, EgyptAgricultural Engineering Department, Faculty of Agriculture, Ain Shams University, Cairo, EgyptIn this research, a rule-based expert system named EFSIS-ES (Engineering Factors of Sprinkler Irrigation System -Expert System) had been built, verified and validated. Therefore, the aims of this research were to build, verify and validate an expert system for making a decision for the normal user to maximize system efficiency of sprinkler irrigation. The inputs data included location data, climate data, pump data, crop data, soil data and sprinkler system data. The outputs of the expert system were number of the sprinklers on a lateral, number of laterals in the irrigation system, length of each lateral, main line length, irrigation frequency, required pump power, total dynamic head (TDH) and pump discharge output. Results showed high correlation (R2 = 0.9927) between the EFSIS-ES program and the designed spreadsheet in regard to irrigation frequency. It could be indicated high correlation (R2 = 0.9999) between the EFSIS-ES program and the designed spreadsheet regarding pump power. The regression coefficient (R2) was 0.9983 between EFSIS-ES program and SSSDPS Expert regarding total dynamic head (TDH). It could be indicated high correlation (R2 = 0.9979) between EFSIS-ES program and SSSDPS Expert regarding pump discharge output.https://ajs.journals.ekb.eg/article_171398_3830509f313a646300d7abe6b7cd104a.pdfexpert systemefsis-es programsprinkler irrigationsmart irrigation technologypump powerirrigation frequency |
| spellingShingle | Mohamed Alashram Khaled elbagoury Said Shaaban Ahmed abdel-aziz Design of Sprinkler Irrigation Systems Using an Expert System Program Arab Universities Journal of Agricultural Sciences expert system efsis-es program sprinkler irrigation smart irrigation technology pump power irrigation frequency |
| title | Design of Sprinkler Irrigation Systems Using an Expert System Program |
| title_full | Design of Sprinkler Irrigation Systems Using an Expert System Program |
| title_fullStr | Design of Sprinkler Irrigation Systems Using an Expert System Program |
| title_full_unstemmed | Design of Sprinkler Irrigation Systems Using an Expert System Program |
| title_short | Design of Sprinkler Irrigation Systems Using an Expert System Program |
| title_sort | design of sprinkler irrigation systems using an expert system program |
| topic | expert system efsis-es program sprinkler irrigation smart irrigation technology pump power irrigation frequency |
| url | https://ajs.journals.ekb.eg/article_171398_3830509f313a646300d7abe6b7cd104a.pdf |
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