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...

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Main Authors:	Oluwo, Adeyinka Abdulquadri, Khan, Md. Raisuddin, Salami, Momoh Jimoh Eyiomika
Format:	Conference or Workshop Item
Language:	English English
Published:	IEEE 2015
Subjects:	QA75 Electronic computers. Computer science TJ212 Control engineering
Online Access:	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

id	iium-45228
recordtype	eprints
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 Conference or Workshop Item 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
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English
topic	QA75 Electronic computers. Computer science TJ212 Control engineering
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
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.
format	Conference or Workshop Item
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
title	Intelligent temperature control of a tropical post-harvest storage system
title_short	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_sort	intelligent temperature control of a tropical post-harvest storage system
publisher	IEEE
publishDate	2015
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
first_indexed	2023-09-18T21:04:22Z
last_indexed	2023-09-18T21:04:22Z
_version_	1777410834524274688

Intelligent temperature control of a tropical post-harvest storage system

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