SUST Repository

Identifications of Temperature Control System Using Artificial Neural Network

Show simple item record

dc.contributor.author Alzobair, Waleed Mohamed
dc.contributor.author Supervisor,- Awadalla Taifour Ali
dc.date.accessioned 2014-04-28T11:31:06Z
dc.date.available 2014-04-28T11:31:06Z
dc.date.issued 2012-01-01
dc.identifier.citation Alzobair,Waleed Mohamed.Identifications of Temperature Control System Using Artificial Neural Network/Waleed Mohamed Alzobair;Awadalla Taifour Ali.-Khartoum:Sudan University of Science and Technology,College of Engineering,2012.-43p. : ill. ; 28cm.-Ms.c. en_US
dc.identifier.uri http://repository.sustech.edu/handle/123456789/4700
dc.description Thesis en_US
dc.description.abstract The aim of this study is to identify the temperature control system by using artificial neural networks. A simple temperature system was built, and then proportional integral derivative (PID) controller was implemented. Experimental data was obtained. As there was no a priori knowledge of the temperature control system, a common and conventional method was used for the identification of the system. Then two neural networks models were used for identification of the system using MATLAB. The system identification methods produced different models for the system and these models were examined against the actual system using MATLAB. Comparison between the responses of the identified system and the original system showed that the neural network models were able to identify the system with minimal error than the conventional method. Neural networks can be combined to both identify and control the plant, thus forming an adaptive control structure. en_US
dc.description.sponsorship Sudan University of Science and Technology en_US
dc.language.iso en en_US
dc.publisher Sudan University of Science and Technology en_US
dc.subject Electrical Engineering en_US
dc.subject Electric Engineering -Computer Programs en_US
dc.subject Artificial Neural Networks en_US
dc.subject Temperature Control System en_US
dc.title Identifications of Temperature Control System Using Artificial Neural Network en_US
dc.type Thesis en_US


Files in this item

This item appears in the following Collection(s)

Show simple item record

Share

Search SUST


Browse

My Account