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https://repository.sustech.edu/handle/123456789/12739
Title: | Design of NeuroFuzzy System for Multivariable Blood Pressure Control |
Other Titles: | تصوين نظام عصبي غاهض للتحكن في ضغط الدم هتعدد الوتغيرات |
Authors: | Abdallah, Alzahraa Ibrahim Babiker, Esraa Abdallaziz Mamoun, Esraa Bakri Supervised, -Eltahir Mohamed Hussein |
Keywords: | Blood Prese NeuroFuzzy System Blood Pressure Control Biomedical |
Issue Date: | 1-Oct-2015 |
Publisher: | Sudan University of Sciences and Technology |
Citation: | Abdallah,Alzahraa Ibrahim.Design of NeuroFuzzy System for Multivariable Blood Pressure Control/Alzahraa Ibrahim Abdallah,Esraa Abdallaziz Babiker,Esraa Bakri Mamoun;Eltahir Mohamed Hussein.- khartoum:Sudan University of Sciences and Technology,COLLEGE OF ENGINEERING,2015.-153p:ill;28cm.-Bachelors search |
Abstract: | The objective of this research is to design an intelligent control system, to investigate the advantages of using Fuzzy Logic and neural networks multivariable blood pressure. Algorithm has been designed, use neural network in learning and fuzzy reasoning stage, was been combined as a proposed system to regulate the blood pressure efficiently as possible. The proposed system work by obtained a blood pressure data from measured system to be inputs for neural network, then network decided the rate of blood pressure are very low, low, normal, high and very high. After hat network give it outputs to be inputs for fuzzy system to decide which rate of drugs must been calculated, then give that output to infusion pump. This algorithm is applied to multivariable blood pressure control; simulation results show acceptable performance levels |
Description: | Bachelors search |
URI: | http://repository.sustech.edu/handle/123456789/12739 |
Appears in Collections: | Bachelor of Engineering |
Files in This Item:
File | Description | Size | Format | |
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"Design of NeuroFuzzy System for Multivariable | title | 111.29 kB | Unknown | View/Open |
2.Ayah.pdf | 176.85 kB | Adobe PDF | View/Open | |
"Abstract | abstract | 358.6 kB | Unknown | View/Open |
"CHAPTERs | chapters | 1.19 MB | Unknown | View/Open |
Application.pdf | application | 3.34 MB | Adobe PDF | View/Open |
APPENDIX.pdf | appendix | 185.2 kB | Adobe PDF | View/Open |
REFERENCES.pdf | refrences | 156.14 kB | Adobe PDF | View/Open |
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