Kinetic modelling during soaking of dried long grain paddy MR297
This study aimed to assess the soaking behaviour of MR 297 dried paddy under two conditions: room temperature and hot water soaking at 60 ∘C. The experiment involved soaking dried MR297 paddy samples in water for 0.5e8 h at room temperature and 0.5e5 h for soaking at 60 ∘C. The water absorption of M...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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University of Brunei Darussalam
2024
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| Online Access: | http://psasir.upm.edu.my/id/eprint/116595/ http://psasir.upm.edu.my/id/eprint/116595/1/116595.pdf |
| _version_ | 1848867045219762176 |
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| author | Muchlisyiyah, Jhauharotul Shamsudin, Rosnah Kadir-Basha, Roseliza Shukri, Radhiah How, Syahmeer Rambli, Masmunira |
| author_facet | Muchlisyiyah, Jhauharotul Shamsudin, Rosnah Kadir-Basha, Roseliza Shukri, Radhiah How, Syahmeer Rambli, Masmunira |
| author_sort | Muchlisyiyah, Jhauharotul |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | This study aimed to assess the soaking behaviour of MR 297 dried paddy under two conditions: room temperature and hot water soaking at 60 ∘C. The experiment involved soaking dried MR297 paddy samples in water for 0.5e8 h at room temperature and 0.5e5 h for soaking at 60 ∘C. The water absorption of MR 297 behaved differently at two different soaking conditions. The kinetic behaviour of the soaking process was also simulated using established 25 predictive models and incorporating 5 novel models presented in this work. The comparison of all prediction models involved using three statistical measures: the coefficient of determination (R-squared), standard error of estimates (SEE), and root mean square error (RMSE). The Karizaki 10, Midilli Kucuk, Karizaki 8, Two term, and Proposed Model was determined to be the 5 of most effective predictive models for characterizing the MR297 paddy soaking behaviour at room temperature. While Cubic, Karizaki 11, Karizaki 10, Karizaki 8, and proposed model 5 provided superior predictive capabilities for soaking behaviour of MR 297 at 60 ∘C. Additionally, the findings of this study also indicate that the proposed models exhibit superior predictive performance compared to the convenational models employed by other researchers. |
| first_indexed | 2025-11-15T14:30:15Z |
| format | Article |
| id | upm-116595 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T14:30:15Z |
| publishDate | 2024 |
| publisher | University of Brunei Darussalam |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-1165952025-04-13T04:16:01Z http://psasir.upm.edu.my/id/eprint/116595/ Kinetic modelling during soaking of dried long grain paddy MR297 Muchlisyiyah, Jhauharotul Shamsudin, Rosnah Kadir-Basha, Roseliza Shukri, Radhiah How, Syahmeer Rambli, Masmunira This study aimed to assess the soaking behaviour of MR 297 dried paddy under two conditions: room temperature and hot water soaking at 60 ∘C. The experiment involved soaking dried MR297 paddy samples in water for 0.5e8 h at room temperature and 0.5e5 h for soaking at 60 ∘C. The water absorption of MR 297 behaved differently at two different soaking conditions. The kinetic behaviour of the soaking process was also simulated using established 25 predictive models and incorporating 5 novel models presented in this work. The comparison of all prediction models involved using three statistical measures: the coefficient of determination (R-squared), standard error of estimates (SEE), and root mean square error (RMSE). The Karizaki 10, Midilli Kucuk, Karizaki 8, Two term, and Proposed Model was determined to be the 5 of most effective predictive models for characterizing the MR297 paddy soaking behaviour at room temperature. While Cubic, Karizaki 11, Karizaki 10, Karizaki 8, and proposed model 5 provided superior predictive capabilities for soaking behaviour of MR 297 at 60 ∘C. Additionally, the findings of this study also indicate that the proposed models exhibit superior predictive performance compared to the convenational models employed by other researchers. University of Brunei Darussalam 2024 Article PeerReviewed text en cc_by_sa_4 http://psasir.upm.edu.my/id/eprint/116595/1/116595.pdf Muchlisyiyah, Jhauharotul and Shamsudin, Rosnah and Kadir-Basha, Roseliza and Shukri, Radhiah and How, Syahmeer and Rambli, Masmunira (2024) Kinetic modelling during soaking of dried long grain paddy MR297. ASEAN Journal on Science and Technology for Development, 40 (2). pp. 143-148. ISSN 0217-5460; eISSN: 2224-9028 https://ajstd.ubd.edu.bn/journal/vol40/iss2/14/ 10.61931/2224-9028.1537 |
| spellingShingle | Muchlisyiyah, Jhauharotul Shamsudin, Rosnah Kadir-Basha, Roseliza Shukri, Radhiah How, Syahmeer Rambli, Masmunira Kinetic modelling during soaking of dried long grain paddy MR297 |
| title | Kinetic modelling during soaking of dried long grain paddy MR297 |
| title_full | Kinetic modelling during soaking of dried long grain paddy MR297 |
| title_fullStr | Kinetic modelling during soaking of dried long grain paddy MR297 |
| title_full_unstemmed | Kinetic modelling during soaking of dried long grain paddy MR297 |
| title_short | Kinetic modelling during soaking of dried long grain paddy MR297 |
| title_sort | kinetic modelling during soaking of dried long grain paddy mr297 |
| url | http://psasir.upm.edu.my/id/eprint/116595/ http://psasir.upm.edu.my/id/eprint/116595/ http://psasir.upm.edu.my/id/eprint/116595/ http://psasir.upm.edu.my/id/eprint/116595/1/116595.pdf |