Adaptive MLP Network Reference Model for Control Using Flow of Split Level Coupled Tank
This draft report explains about the background of tank systems such as the single tank system as well as the split coupled tank and how to model such tanks using Simulink blocks. A brief about neural network architectures were added to this report as well as the ARX model and Neural Network. The...
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| Format: | Final Year Project |
| Language: | English |
| Published: |
Universiti Teknologi PETRONAS
2010
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| Online Access: | http://utpedia.utp.edu.my/9411/1/2010%20-%20Adaptive%20MLP%20Network%20Reference%20Model%20fo%20Controlling%20Flow%20of%20Split%20Level%20Coupled%20Tank.pdf http://utpedia.utp.edu.my/9411/ |
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| Institution: | Universiti Teknologi Petronas |
| Language: | English |
| Summary: | This draft report explains about the background of tank systems such as
the single tank system as well as the split coupled tank and how to model such
tanks using Simulink blocks. A brief about neural network architectures were
added to this report as well as the ARX model and Neural Network. The report
also shows the project work flow such as the scope of study and literature review
which have been found during this semester. The results and discussion consist of
the designing of coupled tanks, PI and PID controllers as well as ARX model
using Simulink/Matlab. The methodology shows the procedures of the project.
The conclusion and recommendation of the project are added as well. Last but not
least is the appendix which shows the calculations which were made and a CD is
attached in the end containing all the Simulink blocks of the project. |
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