TR2021-106
Airflow Optimization for Room Air Conditioners
-
- , "Airflow Optimization for Room Air Conditioners", Building Simulation 2021 Conference, DOI: 0.26868/25222708.2021.30212, September 2021.BibTeX TR2021-106 PDF
- @inproceedings{Tanaka2021sep,
- author = {Tanaka, Ryuta and Nabi, Saleh and Nonaka, Mio},
- title = {{Airflow Optimization for Room Air Conditioners}},
- booktitle = {Building Simulation 2021 Conference},
- year = 2021,
- month = sep,
- doi = {0.26868/25222708.2021.30212},
- url = {https://www.merl.com/publications/TR2021-106}
- }
- , "Airflow Optimization for Room Air Conditioners", Building Simulation 2021 Conference, DOI: 0.26868/25222708.2021.30212, September 2021.
-
Research Areas:
Applied Physics, Control, Multi-Physical Modeling, Optimization
Abstract:
The purpose of this paper is to increase the energy effciency of room air conditioners (RAC) while achieving a comfortable indoor space. We pose the problem as a multi-objective optimization problem in which the design variables are the inlet temperature, air speed, and angle. The multi-objective function constitutes of the temperature uniformity of the room and average wind in the room in a region of interest as representative of thermal comfort, and a function of coefficient of performance (COP) as representative of the energy consumption of the RAC. Direct-adjoint-looping (DAL) method is used as the method for optimization, which is a gradient-based method. We also compared and analyzed the effects of various models of RACs on energy savings and comfort.