Research on Optimization Model of Air Conditioners and Air Purifiers Based on Fluid Mechanics
DOI:
https://doi.org/10.54097/kga2aj96Keywords:
Fluid Mechanics, Genetic Algorithm, Computational Fluid Dynamics.Abstract
This study focuses on the optimization model of air conditioners and air purifiers, which is conducted through in-depth exploration based on fluid mechanics and aerodynamics principles and genetic algorithm (GA) model. A physical model of the indoor environment including wall-mounted air conditioners and air purifiers is established. On the mathematical modeling level, the continuity equation, momentum equation, energy equation, and pollutant diffusion equation are comprehensively applied to rigorously control the laws of indoor airflow, temperature, energy transfer, and pollutant transport. This research provides a solid foundation for the scientific layout and precise parameter adjustment of air conditioners and air purifiers combined systems, and effectively guides the optimization of equipment operation strategies. It has crucial guiding value and practical significance for enhancing indoor environmental comfort, efficiently purifying the air, and safeguarding human health.
Downloads
References
[1] Tai C ,Zhang Y ,Liu Z , et al.A novel high-temperature water cooling system utilizing cascaded cold energy from underground water plants in northern China[J].Case Studies in Thermal Engineering, 2024, 64105504-105504.
[2] Ha H S ,Szulejko E J ,Ahmadi Y , et al.Performance extrapolation of an ultraviolet-based photocatalytic air purifier against near-ambient-level formaldehyde[J].Journal of Industrial and Engineering Chemistry, 2024, 140521-529.
[3] Li Q ,Zhou Y ,Wei F , et al.Harmonizing comfort and energy: A multi-objective framework for central air conditioning systems[J].Energy Conversion and Management, 2024, 314118651-118651.
[4] Wang Y ,Zhang T ,Chen L , et al.Multi-objective optimization of laser perforated fuel filter parameters based on artificial neural network and genetic algorithm[J].Particuology, 2025, 9657-70.
[5] Cen J ,Zeng L ,Liu X , et al.Research on energy-saving optimization method for central air conditioning system based on multi-strategy improved sparrow search algorithm[J].International Journal of Refrigeration, 2024, 160263 - 274.
[6] Wang J ,Xie F ,Zheng Y , et al.Parameter assessment for virtual Stackelberg game in aerodynamic shape optimization[J].Modern Physics Letters B, 2018, 32(12n13).
[7] Tomoyuki A ,Takashi S ,Akikazu K , et al.Estimation of Flow Profile in Air Conditioned Room using Smoke Image Velocimetry and Cost Function Method[J].Journal of the Visualization Society of Japan, 2000, 20(1Supplement): 215 - 218.
[8] Zhang W ,Zhang C ,Zhao Y , et al.Convolutional neural networks-based surrogate model for fast computational fluid dynamics simulations of indoor airflow distribution[J].Energy & Buildings, 2025, 326115020-115020.
[9] Wang X ,Langari R ,Pei Y , et al.An algorithm for solving the equilibrium points of high-dimensional nonlinear vehicle dynamic system based on a combination of genetic algorithm, sequential quadratic programming method, and continuation method[J].Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, 2024, 238(14): 4518 - 4533.
[10] Vaghela P ,Prajapati J .Hybridization of Taguchi and Genetic Algorithm to minimize iteration for optimization of solution[J].MethodsX, 2019, 6230-238.
[11] Oleinik H P ,Maciel P R ,Santos D D E , et al.Numerical method for the characterization of sea states using realistic irregular waves on computational fluid dynamics simulations for application on wave energy converters[J].Sustainable Energy Technologies and Assessments, 2025, 73104093-104093.
Downloads
Published
Issue
Section
License
Copyright (c) 2025 Highlights in Science, Engineering and Technology

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.







