Study on Neural Network Predictive Controller: Impact ofNetwork's Architecture and Plant-Model Mismatch
This final report explains about the extended research done on basic concept of the selected topic, which is Study on Neural Network Predictive Controller: Impact of Network's Architecture and Plant-model mismatch. The objective of the project is to study the effect ofdifferent network'...
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| Format: | Final Year Project |
| Language: | English |
| Published: |
Universiti Teknologi PETRONAS
2009
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| Online Access: | http://utpedia.utp.edu.my/9242/1/2009%20Bachelor%20-%20Study%20On%20Neural%20Network%20Predictive%20Controller-Impact%20Of%20Network%27s%20Architecture%20An.pdf http://utpedia.utp.edu.my/9242/ |
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| Summary: | This final report explains about the extended research done on basic concept of the
selected topic, which is Study on Neural Network Predictive Controller: Impact of
Network's Architecture and Plant-model mismatch. The objective of the project is to
study the effect ofdifferent network's architecture by manipulating the transfer fiinction,
number ofneurons, weight and biases on NN-based Predictive Controller's performance.
And to study the impact of parameters used in CSTR on the performance of the based
model in Plant-Model Mismatch. In literature review section, NN-based Predictive
Controller will be further discussed. The successful outcomes of this project can be
applied in the industries in orderto help reducing the uncertainty or inaccuracy in process
control. |
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