“…For years, various on-line measurement techniques have been proposed to realize particle sizing, including laser diffraction, digital imaging, electrostatic sensing, microwave scattering and acoustic emission detection [4][5][6][7][8]. However, as the particle flow in a pneumatic pipeline is very complex in terms of gas-solids two-phase flow nature, such as inhomogeneous particle distributions, irregular velocity profiles, variable particle size and shape distributions, moisture content and etc., the particle flow measurement is recognized as a longstanding industrial problem [9,10]. Due to the inherent complexity of gas-solids two-phase flow in a duct, harsh environmental conditions and high installation and maintenance costs, there have been very few on-line particle sizing instruments currently operating in industry.…”