TY - JOUR
TI - Determining of geometrical characteristic parameters of particle fractal aggregates from light scattering measurement signals
AU - Xu Liang
AU - He Zhen-Zong
AU - Mao Junkui
AU - Han Xing-Si
JN - Thermal Science
PY - 2021
VL - 25
IS - 5
SP - 3715
EP - 3728
PT - Article
AB - Two kind of light scattering measurement methods, i.e. the forward light scattering measurement method and the angular light scattering measurement method, are applied to reconstruct the geometrical morphology of particle fractal aggregates. An improved attractive and repulsive particle swarm optimization algorithm is applied to reconstruct the geometrical structure of fractal aggregates. It has been confirmed to show better convergence properties than the original particle swarm optimization algorithm and the attractive and repulsive particle swarm optimization algorithm. Compared with the forward light scattering measurement method, the angular light scattering measurement method can obtain more accurate and robust results as the distribution of the fitness function value obtained by the angular light scattering measurement method is more satisfactory. Meanwhile, the retrieval accuracy can be improved by increasing the number of measurement angles or the interval between adjacent measurement angles even when the random noises are added. All the conclusions have important guiding significance for the further study of the geometry reconstruction experiment of fractal aggregates.