TY - GEN
T1 - IMAGING TECHNIQUES FOR DETERMINING ENTRAINED DROPLET SIZE DISTRIBUTIONS FROM A PARAFFIN SLAB UNDER A HEATED, HIGH SHEAR ENVIRONMENT
AU - Ismael, Elektra Katz
AU - Budzinski, Kenneth
AU - DesJardin, Paul E.
N1 - Publisher Copyright:
Copyright © 2025 by ASME.
PY - 2025
Y1 - 2025
N2 - Fr thd r dtriig drpt i ditribti withi a tig ab prit ar prtd r wa i hatd air: had-drawig (“trth"), vig iag btracti with a i fitr (F), a at radia trar (T), ad a U-t cvti ra twr (). Thi i cfird by th drpt ditribti wig iiar trd r pray i th itratr whr th drpt i dcra with icraig ga fl with th gratt itivity big hw i th 0.9 va. tadard ra ditribti th drpt ar hw t trd tward a ig ditribti whr y th traiig dg chag d t th ai drpt i dpdc th idir fl. dditiay, it i hw that ach thd drpt tracig prt it w prb. Th aciatd rrr r th U-t i 2.86 % rrr r th a th “trth". Fr th tadard dviati th i ditribti, th T ad U-t thd ar iiar i rrr with 8.81 % rrr v 9.01 % rrr, rpctivy, whr F dviatd r with 11.0 % rrr. iwi, r th pa, th rrr ar 6.23 %, 5.74 %, ad 15.4 % r th U-t, T, ad F, rpctivy.
AB - Fr thd r dtriig drpt i ditribti withi a tig ab prit ar prtd r wa i hatd air: had-drawig (“trth"), vig iag btracti with a i fitr (F), a at radia trar (T), ad a U-t cvti ra twr (). Thi i cfird by th drpt ditribti wig iiar trd r pray i th itratr whr th drpt i dcra with icraig ga fl with th gratt itivity big hw i th 0.9 va. tadard ra ditribti th drpt ar hw t trd tward a ig ditribti whr y th traiig dg chag d t th ai drpt i dpdc th idir fl. dditiay, it i hw that ach thd drpt tracig prt it w prb. Th aciatd rrr r th U-t i 2.86 % rrr r th a th “trth". Fr th tadard dviati th i ditribti, th T ad U-t thd ar iiar i rrr with 8.81 % rrr v 9.01 % rrr, rpctivy, whr F dviatd r with 11.0 % rrr. iwi, r th pa, th rrr ar 6.23 %, 5.74 %, ad 15.4 % r th U-t, T, ad F, rpctivy.
KW - Convolution Neural Network
KW - Droplet Size Distributions
KW - Hybrid Fuels
KW - Shear Atomization
UR - https://www.scopus.com/pages/publications/105018465347
U2 - 10.1115/FEDSM2025-157939
DO - 10.1115/FEDSM2025-157939
M3 - Conference contribution
AN - SCOPUS:105018465347
T3 - American Society of Mechanical Engineers, Fluids Engineering Division (Publication) FEDSM
BT - Multiphase Flows Applications; Fluids Applications; Microfluidics; Fluids Mechanics Fundamentals; Fluids Engineering Education
PB - American Society of Mechanical Engineers (ASME)
T2 - 2025 ASME Fluids Engineering Division Summer Meeting, FEDSM 2025
Y2 - 27 July 2025 through 30 July 2025
ER -