Box-Behnken design application to optimize swirl effervescent droplet mean diameter

Swirl effervescent atomization combines the principles of swirling and bubbling liquids to create a wider spray pattern while using less liquid than traditional methods. The diameter of the resulting droplets, a key feature in atomization performance, is influenced by various dimensionless numbers such as the gas-to-liquid ratio and the Reynolds number. A design of experiments approach was used instead of the traditional one-factor-at-a-time testing to study these factors efficiently. A novel swirl effervescent atomizer was fabricated. Shadowgraph was used to capture droplet images and image processing was used to analyze the droplet diameter. The increase of the liquid Reynolds number from 847 to 2540 causes the Sauter mean diameter to decrease. The increase of gas Reynolds number from 0 to 1514 caused a decrease in the Sauter mean diameter. Increasing the swirl chamber length to discharge orifice diameter ratio causes an increase in Sauter mean diameter. A mathematical model was proposed and satisfies the goodness-of-fit in regression and ANOVA. It was discovered that significant impacts on the droplet mean diameter were exerted by changes in the gas and liquid Reynold numbers but the steeper reduction of the Sauter mean diameter was observed with the change of gas Reynolds number. Meanwhile, minimal effect was found to be exerted by the swirl chamber length to discharge orifice diameter ratio. The results show that the developed mathematical model can accurately predict the correlation of the Sauter mean diameter with the aforementioned factor.

Authors

Institutions

Publication Details

Journal
JOURNAL OF MECHANICAL ENGINEERING AND SCIENCES
Published
2024-12-30
DOI
https://doi.org/10.15282/jmes.18.4.2024.2.0808
Citations
1
Primary Topic
Fluid Dynamics and Heat Transfer
Type
article
Field-Weighted Citation Impact
0.37
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Box-Behnken design application to optimize swirl effervescent droplet mean diameter

Mohamad Hafiz Mamat, Ahmad Hussein Abdul Hamid, Salmiah Kasolang, Zulkifli Abdul Ghaffar
1 citations
JOURNAL OF MECHANICAL ENGINEERING AND SCIENCES
Fluid Dynamics and Heat Transfer
0.37
article

Box-Behnken design application to optimize swirl effervescent droplet mean diameter

Mohamad Hafiz Mamat, Ahmad Hussein Abdul Hamid, Salmiah Kasolang, Zulkifli Abdul Ghaffar
article en
1 citations

Abstract

Swirl effervescent atomization combines the principles of swirling and bubbling liquids to create a wider spray pattern while using less liquid than traditional methods. The diameter of the resulting droplets, a key feature in atomization performance, is influenced by various dimensionless numbers such as the gas-to-liquid ratio and the Reynolds number. A design of experiments approach was used instead of the traditional one-factor-at-a-time testing to study these factors efficiently. A novel swirl effervescent atomizer was fabricated. Shadowgraph was used to capture droplet images and image processing was used to analyze the droplet diameter. The increase of the liquid Reynolds number from 847 to 2540 causes the Sauter mean diameter to decrease. The increase of gas Reynolds number from 0 to 1514 caused a decrease in the Sauter mean diameter. Increasing the swirl chamber length to discharge orifice diameter ratio causes an increase in Sauter mean diameter. A mathematical model was proposed and satisfies the goodness-of-fit in regression and ANOVA. It was discovered that significant impacts on the droplet mean diameter were exerted by changes in the gas and liquid Reynold numbers but the steeper reduction of the Sauter mean diameter was observed with the change of gas Reynolds number. Meanwhile, minimal effect was found to be exerted by the swirl chamber length to discharge orifice diameter ratio. The results show that the developed mathematical model can accurately predict the correlation of the Sauter mean diameter with the aforementioned factor.

JOURNAL OF MECHANICAL ENGINEERING AND SCIENCES
Universiti Teknologi MARA (MY)
Openalex Percentile: Top 39%
Fluid Dynamics and Heat Transfer
0.37
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Box-Behnken design application to optimize swirl effervescent droplet mean diameter — Mohamad Hafiz Mamat, Ahmad Hussein Abdul Hamid, et al. · JOURNAL OF MECHANICAL ENGINEERING AND SCIENCES (2024) | TGRS Research Map | TGRS