A hybrid artificial bee colony algorithm and pattern search method for inversion of particle size distribution from spectral extinction data

2017 ◽  
Vol 64 (19) ◽  
pp. 2051-2065 ◽  
Author(s):  
Li Wang ◽  
Feng Li ◽  
Jian Xing
Keyword(s):  
Particle Size ◽  
Particle Size Distribution ◽  
Size Distribution ◽  
Artificial Bee Colony Algorithm ◽  
Artificial Bee Colony ◽  
Search Method ◽  
Pattern Search ◽  
Extinction Data ◽  
Pattern Search Method ◽  
Bee Colony

Inversion of Multimodal Particle Size Distribution Based on the Artificial Bee Colony Algorithm

2020 ◽  
Vol 49 (12) ◽  
pp. 191-204
Author(s):  
单良 Liang SHAN ◽  
李浩然 Hao-ran LI ◽  
洪波 Bo HONG ◽  
王道档 Dao-dang WANG ◽  
查婷婷 Ting-ting ZHA ◽  
...  
Keyword(s):  
Particle Size ◽  
Particle Size Distribution ◽  
Size Distribution ◽  
Artificial Bee Colony Algorithm ◽  
Artificial Bee Colony ◽  
Bee Colony

Inversion of Multimodal Particle Size Distribution Based on the Artificial Bee Colony Algorithm

2020 ◽  
Vol 49 (12) ◽  
pp. 191-204
Author(s):  
单良 Liang SHAN ◽  
李浩然 Hao-ran LI ◽  
洪波 Bo HONG ◽  
王道档 Dao-dang WANG ◽  
查婷婷 Ting-ting ZHA ◽  
...  
Keyword(s):  
Particle Size ◽  
Particle Size Distribution ◽  
Size Distribution ◽  
Artificial Bee Colony Algorithm ◽  
Artificial Bee Colony ◽  
Bee Colony

Application of artificial bee colony algorithm for particle size distribution measurement of suspended sediment based on focused ultrasonic sensor

2021 ◽  
pp. 014233122198911
Author(s):  
Yeming Li ◽  
Yidan Xia ◽  
Dailiang Xie ◽  
Ya Xu ◽  
Zhipeng Xu ◽  
...  
Keyword(s):  
Particle Size ◽  
Particle Size Distribution ◽  
Size Distribution ◽  
Suspended Sediment ◽  
Artificial Bee Colony ◽  
Ultrasonic Sensor ◽  
Inversion Algorithm ◽  
Distribution Measurement ◽  
Bee Colony ◽  
Particle Size Distribution Measurement

A new focused ultrasonic sensor is proposed, based on which the measurement system for particle size distribution measurement of suspended sediment is established. Compared with the traditional ultrasonic sensors, the one used in this paper is equipped with piezoelectric transducer (PZT) on an arc-shaped shell, to concentrate ultrasonic beams on one measurement point. The sensor is used to measure the particle size distribution of suspended sediment. The experiments were carried out on water-sediment mixtures with different particle size distribution. Due to multiple parameters and non-linearity of the ultrasonic attenuation model, the artificial bee colony (ABC) inversion algorithm is used to estimate particle size distribution, thus improving measurement accuracy. The particle sizes obtained by sieving method are seen as reference values. The results indicate that whether the suspended particles are subject to a unimodal distribution, uniform distribution or random distribution, the particle size distribution obtained by ABC inversion algorithm is consistent with the result obtained by the sieve method. The results demonstrate that the method has good utility and accuracy within the low concentration range.

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