TY - JOUR
T1 - AIR pollution traceability based on OK-IGSO integration algorithm
AU - Cai, Wen Da
AU - Bo, Cui Mei
AU - Li, Jun
AU - Li, Qi Fang
N1 - Publisher Copyright:
© 2023 EDP Sciences. All rights reserved.
PY - 2023/6/2
Y1 - 2023/6/2
N2 - Aiming at the tracing problem of ambient air quality exceeding the standard caused by the unorganized emission of multiple pollution sources in the chemical industry park, an air pollution tracing method based on OK-IGSO integrated algorithm is proposed. First of all, the ordinary Kriging algorithm (OK) of geostatistics is applied to the prediction and interpolation of atmospheric pollutants in the chemical industry park, so that the distribution of pollutants is closer to reality; Then, based on the improved glowworm algorithm (IGSO), a dynamic backtracking method for multiple pollution sources in the chemical industry park is proposed to solve the multimodal function, obtain the optimal solution of this function, and trace the location of the pollution source. Finally, taking the environmental pollution traceability around Xuwei Port Park as an example, the air pollution traceability analysis method of OK-IGSO Chemical Park was tested and verified. The test results proved the progressiveness of IGSO algorithm, which can effectively improve the efficiency and accuracy of multiple pollution sources.
AB - Aiming at the tracing problem of ambient air quality exceeding the standard caused by the unorganized emission of multiple pollution sources in the chemical industry park, an air pollution tracing method based on OK-IGSO integrated algorithm is proposed. First of all, the ordinary Kriging algorithm (OK) of geostatistics is applied to the prediction and interpolation of atmospheric pollutants in the chemical industry park, so that the distribution of pollutants is closer to reality; Then, based on the improved glowworm algorithm (IGSO), a dynamic backtracking method for multiple pollution sources in the chemical industry park is proposed to solve the multimodal function, obtain the optimal solution of this function, and trace the location of the pollution source. Finally, taking the environmental pollution traceability around Xuwei Port Park as an example, the air pollution traceability analysis method of OK-IGSO Chemical Park was tested and verified. The test results proved the progressiveness of IGSO algorithm, which can effectively improve the efficiency and accuracy of multiple pollution sources.
UR - http://www.scopus.com/inward/record.url?scp=85163699005&partnerID=8YFLogxK
U2 - 10.1051/e3sconf/202339303010
DO - 10.1051/e3sconf/202339303010
M3 - 会议文章
AN - SCOPUS:85163699005
SN - 2267-1242
VL - 393
JO - E3S Web of Conferences
JF - E3S Web of Conferences
M1 - 03010
T2 - 5th International Conference on Environmental Prevention and Pollution Control Technologies, EPPCT 2023
Y2 - 21 April 2023 through 23 April 2023
ER -