A new immune-LQI controller to regulate dialysate conductivity
Dialysate conductivity regulation is the most important factor behind a successful dialysis. In this study, a new Immune-LQI controller was designed to regulate the dialysate conductivity. Linear Quadratic Integrator (LQI), Immune Control (IC), Fuzzy Logic (FL) and Genetic Algorithm (GA) were used...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Prince of Songkla University
2022-02-01
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| Series: | Songklanakarin Journal of Science and Technology (SJST) |
| Subjects: | |
| Online Access: | https://rdo.psu.ac.th/sjst/journal/44-1/35.pdf |
| _version_ | 1818233167978430464 |
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| author | Jomana Mahmoud Diab Sahar Alaly |
| author_facet | Jomana Mahmoud Diab Sahar Alaly |
| author_sort | Jomana Mahmoud Diab |
| collection | DOAJ |
| description | Dialysate conductivity regulation is the most important factor behind a successful dialysis. In this study, a new
Immune-LQI controller was designed to regulate the dialysate conductivity. Linear Quadratic Integrator (LQI), Immune Control
(IC), Fuzzy Logic (FL) and Genetic Algorithm (GA) were used. The new controller combines LQI and IC methods, and the IC
gains were adjusted using FL and GA. For the purpose of comparison, a number of controllers (Proportional Integral Derivative
(PID), LQI, and LQI-PID) were designed. The results showed that Immune-LQI controller was the best as it gave a 10%
improvement in rise time, 66% in overshoot, and 42.7% in settling time, when compared with LQI. |
| first_indexed | 2024-12-12T11:17:53Z |
| format | Article |
| id | doaj.art-c008103061fb407f837bb55331153ca3 |
| institution | Directory Open Access Journal |
| issn | 0125-3395 |
| language | English |
| last_indexed | 2024-12-12T11:17:53Z |
| publishDate | 2022-02-01 |
| publisher | Prince of Songkla University |
| record_format | Article |
| series | Songklanakarin Journal of Science and Technology (SJST) |
| spelling | doaj.art-c008103061fb407f837bb55331153ca32022-12-22T00:26:07ZengPrince of Songkla UniversitySongklanakarin Journal of Science and Technology (SJST)0125-33952022-02-0144124224910.14456/sjst-psu.2022.35A new immune-LQI controller to regulate dialysate conductivityJomana Mahmoud Diab0Sahar Alaly1Faculty of Biomedical Engineering, Al Andalus University for Medical Sciences, AL-Qadmous, Tartous, 0963043 SyriaFaculty of Technical Engineering, Tartus University, Tartous, 0963043 SyriaDialysate conductivity regulation is the most important factor behind a successful dialysis. In this study, a new Immune-LQI controller was designed to regulate the dialysate conductivity. Linear Quadratic Integrator (LQI), Immune Control (IC), Fuzzy Logic (FL) and Genetic Algorithm (GA) were used. The new controller combines LQI and IC methods, and the IC gains were adjusted using FL and GA. For the purpose of comparison, a number of controllers (Proportional Integral Derivative (PID), LQI, and LQI-PID) were designed. The results showed that Immune-LQI controller was the best as it gave a 10% improvement in rise time, 66% in overshoot, and 42.7% in settling time, when compared with LQI.https://rdo.psu.ac.th/sjst/journal/44-1/35.pdflinear quadratic integrator controllerimmune controllerfuzzy logic controllerconductivity model |
| spellingShingle | Jomana Mahmoud Diab Sahar Alaly A new immune-LQI controller to regulate dialysate conductivity Songklanakarin Journal of Science and Technology (SJST) linear quadratic integrator controller immune controller fuzzy logic controller conductivity model |
| title | A new immune-LQI controller to regulate dialysate conductivity |
| title_full | A new immune-LQI controller to regulate dialysate conductivity |
| title_fullStr | A new immune-LQI controller to regulate dialysate conductivity |
| title_full_unstemmed | A new immune-LQI controller to regulate dialysate conductivity |
| title_short | A new immune-LQI controller to regulate dialysate conductivity |
| title_sort | new immune lqi controller to regulate dialysate conductivity |
| topic | linear quadratic integrator controller immune controller fuzzy logic controller conductivity model |
| url | https://rdo.psu.ac.th/sjst/journal/44-1/35.pdf |
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