← Back to Research Radar
Scientific Literature Scientific Literature

Hybrid Optimization based Controllers for Auto Respiration System for Patients

Sakthiya Ram S, Arunjayakar S, Dinesh Kumar D, Madhumitha J
June 17, 2026
Published Date

Research Abstract & Technology Focus

Artificial ventilation is frequently implemented to address a variety of respiratory conditions in humans. Smooth respiration necessitates the maintenance of the oxygen level in corona patients, a task that is exceedingly challenging. In order to achieve this state, the respiration system, which is powered by a motor and features a piston mechanism, must regulate air pressure. Hybrid optimization techniques are employed to optimize controller parameters and develop an automatic respiration system model. Hybrid Fminsearch Simulated Annealing-based PID controller and hybrid Ant Colony Optimization-Genetic Algorithm-based PID controller with ISE, IAE, and ITAE as objective functions were implemented to create a stable controller. The Ant Colony Optimization - Genetic Algorithm based PID controller with ITAE as the objective function achieves a superior outcome when the time domain and error indices are compared.
Read Full Literature

Correlated Market Trend: Ant Colony Optimization Algorithms

Bridging academia to market: The 60-day public search velocity mapping directly to the core technology of this paper. Dashed line represents 7-day moving average.

AI Semantic Synergy Context

Connecting this academic literature to real-world market discussions and products.

openalex.org › research concept
0%

Development of a New Intelligent Algorithm to Improve Autonomous Car Operation

Autonomous Driving Systems (ADS) are transforming modern transportation by enabling safer, more efficient vehicle operation. Among their core components, local path planning remains a significant c...

openalex.org › research concept
0%

Integrating Proximal Policy Optimization with Physically Realistic Simulation for Robust Autonomous Underwater Vehicle Control

This study presents the design and implementation of a reinforcement learning (RL)-based framework for the control of an autonomous underwater vehicle (AUV) directly within Unreal Engine (UE). A hi...

openalex.org › research concept
0%

PER-TD3 Integrated with HER Mechanism: Improving Training Efficiency and Control Accuracy for PEMFC Differential Pressure Control

The cathode and anode differential pressure control of a proton exchange membrane fuel cell (PEMFC) directly affects its service life and operating efficiency. Existing control methods find it diff...

crossref.org › academic paper
0%

Artificial intelligence: revolutionizing robotic surgery: review

Robotic surgery, known for its minimally invasive techniques and computer-controlled robotic arms, has revolutionized modern medicine by providing improved dexterity, visualization, and tremor redu...

roipad.com › narrative analysis
0%

Control Engineering

Control engineering is advancing through deep learning models for green supply chain risk identification and resilient virtual inertia strategies for renewable microgrids using fuzzy PID controller...

Frequently Asked Questions (FAQ)

Curated market intelligence mapped to this research.

What is the core focus of the research titled 'Hybrid Optimization based Controllers for Auto Respiration System for Patients'?

This literature focuses on: Artificial ventilation is frequently implemented to address a variety of respiratory conditions in humans. Smooth respiration necessitates the maintenance of the oxygen level in corona patients, a task that is exceedingly challenging. In order to ...

What other academic literature is closely related to 'Hybrid Optimization based Controllers for Auto Respiration System for Patients'?

Yes, highly correlated activity was mapped. An entry titled 'Development of a New Intelligent Algorithm to Improve Autonomous Car Operation' discusses this: Autonomous Driving Systems (ADS) are transforming modern transportation by enabling safer, more efficient vehicle operation. Among their core compo...

Are there commercial applications of 'Hybrid Optimization based Controllers for Auto Respiration System for Patients' in market news publications?

Yes, highly correlated activity was mapped. An entry titled 'Control Engineering' discusses this: Control engineering is advancing through deep learning models for green supply chain risk identification and resilient virtual inertia strategies f...

Cite this Market Intelligence Report

Reference our AI-mapped synergy between this research and the commercial market to instantly build authority.

Associated Media Narrative