Aerodynamic optimization of axial fans mounted on outdoor air conditioning units

In order to improve the efficiency of axial fans used in outdoor air conditioning units, this study proposes a method to optimize blade shapes even amid conditions where axial fans are susceptible to the flow field generated by their surrounding components. A multi-objective optimization problem is formulated and solved using a combined numerical simulation and a genetic algorithm. A system of incompressible Navier-Stokes equations involving the turbulence model and a multiple reference frame approach is performed in steady state using the finite volume method. As a result, the Pareto frontier is obtained for the objective functions defined as the minimization of the shaft power coefficient and the maximization of the flow coefficient. Compared to the conventional optimization method which assumes that the fan is isolated from surrounding components, the fan obtained in this study demonstrates remarkable features, especially around the blade tip. In addition, experimental results show that the optimized fan, which is mounted on the outdoor unit, is more efficient than the baseline fan. The proposed method is capable of simulating the wake generated by the components situated in the upstream area of the fan, which has not been taken into account when it comes to the conventional method. • An aerodynamic optimization of axial fans mounted on outdoor units has been developed. • The flow coefficient and the shaft power coefficient form the Pareto solution. • A more efficient shape can be obtained without performance drops when mounted. • Experimentally confirmed that optimized fans result in improvement over the baseline. • When fans are mounted, sensitive design variables differ cases involving isolated use.

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Publication Details

Journal
International Journal of Refrigeration
Published
2025-03-31
DOI
https://doi.org/10.1016/j.ijrefrig.2025.03.031
Citations
3
Primary Topic
Aerodynamics and Fluid Dynamics Research
Type
article
Field-Weighted Citation Impact
14.98
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article

Aerodynamic optimization of axial fans mounted on outdoor air conditioning units

Kisho Hatakenaka, Naohiko Homma, Kenichi Sakoda, Hironori Yabuuchi et al.
3 citations
International Journal of Refrigeration
Aerodynamics and Fluid Dynamics Research
14.98
article

Aerodynamic optimization of axial fans mounted on outdoor air conditioning units

Kisho Hatakenaka, Naohiko Homma, Kenichi Sakoda, Hironori Yabuuchi, Makoto Tanishima, Tomoya Fukui
article en
3 citations

Abstract

In order to improve the efficiency of axial fans used in outdoor air conditioning units, this study proposes a method to optimize blade shapes even amid conditions where axial fans are susceptible to the flow field generated by their surrounding components. A multi-objective optimization problem is formulated and solved using a combined numerical simulation and a genetic algorithm. A system of incompressible Navier-Stokes equations involving the turbulence model and a multiple reference frame approach is performed in steady state using the finite volume method. As a result, the Pareto frontier is obtained for the objective functions defined as the minimization of the shaft power coefficient and the maximization of the flow coefficient. Compared to the conventional optimization method which assumes that the fan is isolated from surrounding components, the fan obtained in this study demonstrates remarkable features, especially around the blade tip. In addition, experimental results show that the optimized fan, which is mounted on the outdoor unit, is more efficient than the baseline fan. The proposed method is capable of simulating the wake generated by the components situated in the upstream area of the fan, which has not been taken into account when it comes to the conventional method. • An aerodynamic optimization of axial fans mounted on outdoor units has been developed. • The flow coefficient and the shaft power coefficient form the Pareto solution. • A more efficient shape can be obtained without performance drops when mounted. • Experimentally confirmed that optimized fans result in improvement over the baseline. • When fans are mounted, sensitive design variables differ cases involving isolated use.

International Journal of RefrigerationVol. 175
Mitsubishi Electric (Germany) (DE), Mitsubishi Electric (Japan) (JP), Mitsubishi Electric (United States) (US)
Affordable and clean energy
Openalex Percentile: Top 2%
Aerodynamics and Fluid Dynamics Research
14.98
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