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Application of multi-phase particle swarm optimization technique to retrieve the particle size distribution
Authors:Hong Qi  Liming Ruan  Shenggang Wang  Meng Shi  Hui Zhao
Abstract:The multi-phase particle swarm optimization (MPPSO) technique is applied to retrieve the particle size distribution (PSD) under dependent model.Based on the Mie theory and the Lambert-Beer theory, three PSDs, i.e., the Rosin-Rammer (R-R) distribution, the normal distribution, and the logarithmic normal distribution, are estimated by MPPSO algorithm.The results confirm the potential of the proposed approach and show its effectiveness.It may provide a new technique to improve the accuracy and reliability of the PSD inverse calculation.
Keywords:particle size distribution  new technique  particle swarm optimization  improve  accuracy  reliability  inverse  calculation  results  potential  approach  show  effectiveness  algorithm  logarithmic  normal distribution  Based  theory  dependent  model
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