Intelligent Fuzzy-PID Temperature Control System for Ensuring Comfortable Microclimate in an Intelligent Building
Abdrakhmanov R. Berkimbayev K. Seitmuratov A. Ibashova A. Aliyeva A. Nurmukhanbetova G.
2024Science and Information Organization
International Journal of Advanced Computer Science and Applications
2024#15Issue 3299 - 307 pp.
In an era characterized by the growing significance of energy-efficient and human-centric environmental control systems, this research endeavors to investigate the efficacy of a Fuzzy Proportional-Integral-Derivative (PID) control approach for temperature regulation within Heating, Ventilation, and Air Conditioning (HVAC) systems. The study leverages the adaptability and robustness of fuzzy logic to dynamically tune the PID controllers parameters in response to changing environmental conditions. Through comprehensive simulations and comparative analyses, the research showcases the superior performance of the proposed fuzzy PID control system in terms of rapid response, overload avoidance, and minimal steady-state error, particularly when contrasted with conventional PID control and model predictive control (MPC) methodologies. Furthermore, the research extends its scope to assess the control systems resilience in the face of significant load variations, affirming its practical applicability in real-world HVAC scenarios. Beyond its immediate implications for HVAC systems, this research underscores the broader potential of fuzzy PID control in enhancing control precision and adaptability across various domains, including robotics, industrial automation, and process control. By advocating for future research endeavors in optimizing fuzzy membership functions, implementing real-time solutions, and exploring multi-objective optimization, among other avenues, this study seeks to contribute to the ongoing discourse surrounding advanced control strategies for achieving energy-efficient and human-centric environmental regulation.
Fuzzy logic , Microclimate , PID , Smart Building , Temperature
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International University of Tourism and Hospitality, Turkistan, Kazakhstan
Khoja Akhmet Yassawi International Kazakh-Turkish University, Turkistan, Kazakhstan
Kyzylorda University named after Korkyt Ata, Kyzylorda, Kazakhstan
South Kazakhstan Pedagogical University named after U. Zhanibekov, Shymkent, Kazakhstan
International University of Tourism and Hospitality
Khoja Akhmet Yassawi International Kazakh-Turkish University
Kyzylorda University named after Korkyt Ata
South Kazakhstan Pedagogical University named after U. Zhanibekov
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Книга Публикация научной статьи Волощук 2026 Book Publication of a scientific article 2026