Development of a Climate Equipment Parameter Acquisition System using PID and Fuzzy Logic Controllers to Improve Energy Efficiency
Today, energy-efficient resource management is an important task. This study aims to improve the energy efficiency of the cooling system of a technical room by developing a transparent and explainable temperature adaptation tuning algorithm based on the combination of PID control and fuzzy logic methods. This work focuses on the design and development of a hardware and software system consisting of a microcontroller and a temperature sensor. This paper analyzes temperature control based on PID and fuzzy controllers and proposes a combined method to allow for more accurate temperature control tuning. The experimental results show that the combined method reduces the rise time by at least 5%, the stabilization time by at least 17%, and the power consumption by at least 21%.
Authors
- Sergey Simonov (ORCID: https://orcid.org/0000-0002-1162-1203)
- Marina S. Moseva (ORCID: https://orcid.org/0000-0002-9778-124X)
- Mikhail G. Gorodnichev (ORCID: https://orcid.org/0000-0003-1739-9831)
Institutions
- Moscow Technical University of Communication and Informatics (RU)
Publication Details
- Journal
- Engineering Technology & Applied Science Research
- Published
- 2024-10-09
- DOI
- https://doi.org/10.48084/etasr.8182
- Citations
- 2
- Primary Topic
- Refrigeration and Air Conditioning Technologies
- Type
- article
- Field-Weighted Citation Impact
- 0.43