Articles | Volume 14, issue 1
https://doi.org/10.5194/ms-14-47-2023
© Author(s) 2023. This work is distributed under the Creative Commons Attribution 4.0 License.
Parameter optimization of a pure electric sweeper dust port by a backpropagation neural network combined with a whale algorithm
Related subject area
Subject: Mechanisms and Robotics | Techniques and Approaches: Optimization
Kinematic analysis and bearing capacity optimization of fully decoupled two-rotation mechanisms
Multi-objective optimization design of parallel manipulators using a neural network and principal component analysis
Multi-objective optimization of a redundantly actuated parallel robot mechanism for special machining
Mech. Sci., 15, 111–121, 2024
Mech. Sci., 14, 361–370, 2023
Mech. Sci., 13, 123–136, 2022
Cited articles
Bofu, W., Jinlai, M., and Jie, C.: Numerical study on particle removal
performance of pickup head for a street vacuum sweeper, Powder. Technol.,
200, 16–24, https://doi.org/10.1016/j.powtec.2010.02.001, 2010.
Egrioglu, E., Yolcu, U., and Bas, E.: Median-Pi artificial neural network
for forecasting, Neural. Comput. Appl., 31, 307–316, https://doi.org/10.1007/s00521-017-3002-z, 2019.
Fayzullayevich, J. V., Tan, G. F., and Alex, F. J.: Numerical Study of
Factors Affecting Particle Suction Efficiency of Pick-Up Head of a
Regenerative Air Vacuum Sweeper, Processes, 10, 1252–1252,
https://doi.org/10.3390/pr10071252, 2022.
Fu, P., Liu, L., and Yang, W.: Study on Structure Optimization of Feed
Conveying Pipeline in Gas-Solid Two-phase Flow, Surf. Technol. (Chongqing,
China), 50, 303–310 + 319, https://doi.org/10.16490/j.cnki.issn.1001-3660.2021.12.029, 2021 (in Chinese).
Guo, H., Fu, J., and Li, Z.: SVM parameters and feature selection were
optimized based on improved whale algorithm, J. Jilin Univ., Eng. Technol.
Ed., 1–22, https://doi.org/10.13229/j.cnki.jdxbgxb20211348, 2022 (in Chinese).