Search Results - "Bacak, Aykut"

Improving pressure drop predictions for R134a evaporation in corrugated vertical tubes using a machine learning technique trained with the Levenberg–Marquardt method by Çolak, Andaç Batur, Bacak, Aykut, Karakoyun, Yakup, Koca, Aliihsan, Dalkilic, Ahmet Selim

“…The present investigation utilized a machine learning structure to ascertain the pressure drop in vertically positioned, corrugated copper tubes during the…”
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Numerical Investigation of Acoustics Performance of Low- Pressure Ducted Axial Fan by Using Different Turbulence Models by Bacak, Aykut, Pinarbasi, Ali

“…In this article, capacity and acoustics parameters of low pressure ducted axial fan is numerically investigated with Realizable k-epsilon, k-w SST and DES…”
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Machine learning-based predictive model for temperature and comfort parameters in indoor enviroment using experimantal data by Dogan, Ahmet, Kayaci, Nurullah, Bacak, Aykut

“…•This work provides two significant novel contributions.•The first is to develop a ML-based predictive model for temperature and thermal comfort parameters…”
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A 3-D FSI simulation for the performance prediction and valve dynamic analysis of a hermetic reciprocating compressor by Bacak, Aykut, Pınarbaşı, Ali, Dalkılıç, Ahmet Selim

“…Hermetic reciprocating compressors consume the most electricity, and an improvement in compressor performance has a direct impact on compressor efficiency…”
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A comparison of heating and cooling systems having radiant and ventilation systems regarding thermal comfort by Rahmanparast, Amir, Bacak, Aykut, Camci, Muhammet, Karakoyun, Yakup, Acikgoz, Ozgen, Dalkilic, Ahmet Selim

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Artificial neural network-based cooling capacity estimation of various radiator configurations for power transformers operated in ONAN mode by Koca, Aliihsan, Senturk, Oguzkan, Çolak, Andaç Batur, Bacak, Aykut, Dalkilic, Ahmet Selim

“…•The cooling capacitydeviation between simulated and experimental data is 7.2%•Cooling capacity increases 50% when number of fins are increased from 18 to…”
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