Intelligent temperature control of a tropical post-harvest storage system
Control of the complex nonlinear post-harvest storage process is essential to guarantee food security. Intelligent means of control come very handy in handling nonlinear processes. In this research an optimal fuzzy logic controller (FLC) is developed and simulated in MATLAB, with a post harvest sto...
| Main Authors: | , , |
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| Format: | Proceeding Paper |
| Language: | English English |
| Published: |
IEEE
2015
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/45228/ http://irep.iium.edu.my/45228/1/45228.pdf http://irep.iium.edu.my/45228/4/ASCC-organizer.pdf |
| _version_ | 1848782752163299328 |
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| author | Oluwo, Adeyinka Abdulquadri Khan, Md. Raisuddin Salami, Momoh Jimoh Eyiomika |
| author_facet | Oluwo, Adeyinka Abdulquadri Khan, Md. Raisuddin Salami, Momoh Jimoh Eyiomika |
| author_sort | Oluwo, Adeyinka Abdulquadri |
| building | IIUM Repository |
| collection | Online Access |
| description | Control of the complex nonlinear post-harvest
storage process is essential to guarantee food security. Intelligent means of control come very handy in handling nonlinear processes. In this research an optimal fuzzy logic controller (FLC) is developed and simulated in MATLAB, with a post harvest storage system model for temperature control of cylindrically shaped foods. Using performance indices such as root mean square error (RMSE) and product mean temperature difference (PMTD), the FLC is optimized through a search process considering two factors, namely, type and number of membership functions (MFs). Several common membership functions (Gaussian, Gbell, Trapezoidal, Triangular and a combined Triangular/ Trapezoidal MFs) were tested with varying sizes of 3, 5 and 7 numbers of MFs. The combined type (Triangular MF with trapezoidal shoulders) with RMSE value of
2.4344 and PMTD value of 5.4649 was found to have the best performance. |
| first_indexed | 2025-11-14T16:10:27Z |
| format | Proceeding Paper |
| id | iium-45228 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-14T16:10:27Z |
| publishDate | 2015 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-452282016-05-23T06:06:56Z http://irep.iium.edu.my/45228/ Intelligent temperature control of a tropical post-harvest storage system Oluwo, Adeyinka Abdulquadri Khan, Md. Raisuddin Salami, Momoh Jimoh Eyiomika QA75 Electronic computers. Computer science TJ212 Control engineering Control of the complex nonlinear post-harvest storage process is essential to guarantee food security. Intelligent means of control come very handy in handling nonlinear processes. In this research an optimal fuzzy logic controller (FLC) is developed and simulated in MATLAB, with a post harvest storage system model for temperature control of cylindrically shaped foods. Using performance indices such as root mean square error (RMSE) and product mean temperature difference (PMTD), the FLC is optimized through a search process considering two factors, namely, type and number of membership functions (MFs). Several common membership functions (Gaussian, Gbell, Trapezoidal, Triangular and a combined Triangular/ Trapezoidal MFs) were tested with varying sizes of 3, 5 and 7 numbers of MFs. The combined type (Triangular MF with trapezoidal shoulders) with RMSE value of 2.4344 and PMTD value of 5.4649 was found to have the best performance. IEEE 2015 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/45228/1/45228.pdf application/pdf en http://irep.iium.edu.my/45228/4/ASCC-organizer.pdf Oluwo, Adeyinka Abdulquadri and Khan, Md. Raisuddin and Salami, Momoh Jimoh Eyiomika (2015) Intelligent temperature control of a tropical post-harvest storage system. In: 2015 10th Asian Control Conference (ASCC 2015), 31st May- 3rd June 2015, Kota Kinabalu, Sabah. http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7244749 10.1109/ASCC.2015.7244749 |
| spellingShingle | QA75 Electronic computers. Computer science TJ212 Control engineering Oluwo, Adeyinka Abdulquadri Khan, Md. Raisuddin Salami, Momoh Jimoh Eyiomika Intelligent temperature control of a tropical post-harvest storage system |
| title | Intelligent temperature control of a tropical post-harvest storage system |
| title_full | Intelligent temperature control of a tropical post-harvest storage system |
| title_fullStr | Intelligent temperature control of a tropical post-harvest storage system |
| title_full_unstemmed | Intelligent temperature control of a tropical post-harvest storage system |
| title_short | Intelligent temperature control of a tropical post-harvest storage system |
| title_sort | intelligent temperature control of a tropical post-harvest storage system |
| topic | QA75 Electronic computers. Computer science TJ212 Control engineering |
| url | http://irep.iium.edu.my/45228/ http://irep.iium.edu.my/45228/ http://irep.iium.edu.my/45228/ http://irep.iium.edu.my/45228/1/45228.pdf http://irep.iium.edu.my/45228/4/ASCC-organizer.pdf |