Design and Comparison of Hybrid Optimization controllers for Artificial Respiration System

Artificial ventilation is vital for managing respiratory disorders, especially sustaining oxygen levels in severe patients. A motor-driven respiratory system with a piston mechanism must effectively manage volume to ensure smooth respiration. This study optimizes controller parameters using hybrid methodologies to create an automated breathing system. Two PID controllers—Hybrid Fminimax-Simulated Annealing and Hybrid Fmincon-Genetic Algorithm—were used with ISE, IAE, and ITAE as objectives. A comparative investigation reveals that the Hybrid Fmincon-Genetic Algorithm-based PID controller optimized with ITAE has the highest stability and performance.

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Published
2025-05-09
DOI
https://doi.org/10.1109/stcr62650.2025.11019587
Primary Topic
Refrigeration and Air Conditioning Technologies
Type
article
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article

Design and Comparison of Hybrid Optimization controllers for Artificial Respiration System

P. Deepa, C. N. S. Vinoth Kumar, J. Madhumitha, Manivannan Kalimuthu et al.
Refrigeration and Air Conditioning Technologies
article

Design and Comparison of Hybrid Optimization controllers for Artificial Respiration System

P. Deepa, C. N. S. Vinoth Kumar, J. Madhumitha, Manivannan Kalimuthu, Sakthiya Ram S, Arun Jayakar
article en

Abstract

Artificial ventilation is vital for managing respiratory disorders, especially sustaining oxygen levels in severe patients. A motor-driven respiratory system with a piston mechanism must effectively manage volume to ensure smooth respiration. This study optimizes controller parameters using hybrid methodologies to create an automated breathing system. Two PID controllers—Hybrid Fminimax-Simulated Annealing and Hybrid Fmincon-Genetic Algorithm—were used with ISE, IAE, and ITAE as objectives. A comparative investigation reveals that the Hybrid Fmincon-Genetic Algorithm-based PID controller optimized with ITAE has the highest stability and performance.

St. Joseph's Institute of Technology (IN), Karpagam Academy of Higher Education (IN)
Openalex Percentile: Top 88%
Refrigeration and Air Conditioning Technologies
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