Research on Garment Washing Optimization Based on Linear Programming and Iterative Algorithm

Authors

  • Yuyuan Pan

DOI:

https://doi.org/10.54097/gxg3usoxhr

Keywords:

Washing Optimization, Contaminant Dissolution, Iterative Algorithms, Linear Programming Models

Abstract

This study is dedicated to exploring the optimization strategies for impurity dissolution during garment washing, aiming at minimizing the number of washes and water costs, while ensuring that the clothes are cleaned as expected. The proposed model was evaluated in a series of programming simulation experiments to obtain optimal solutions for several key problems. The study first applies an iterative algorithm to achieve the optimal rationing of the amount of washing and water consumption under specific conditions. Then, the variables were dynamically combined and resolved to deeply analyze the effects of initial solubility, decay coefficient, and initial contamination on the results. Finally, a mathematical model for detergent selection was developed through a linear programming model, which resulted in the optimal selection and lowest cost of different detergents based on the constraints and objective function.

References

W. Lillotte, P. Wurster, P. Hardt, et al. Determination of detergent washing efficiency using colored mineral oils[J]. International Textile Herald,2007, (04):60+62.

Liu S.-W. Numerical simulation study on the influence of key washing parameters on the washing effect of washing machine[D]. University of Electronic Science and Technology, 2023.

T.Y. Zhang. Child safety strategy for laundry gel beads of Willie Group[J]. China Detergents Industry,2022, (01):54-57. DOI:10.16054/j.cnki.cci.2022.01.011

Huan-Yu Dong, Shan-Xue Chen, Wen-Wen Chen. Hyperspectral image unmixing based on reweighted sparse and orthogonally constrained nonnegative matrix decomposition[J]. Computer Applications and Software, 2022,39(07):222-226.

W.Y. Xu, Y.X. Li, Y.X. Xu et al. A comparative study of zero energy residential operation optimization based on linear programming and reinforcement learning model [J]. Building Energy Conservation (in Chinese and English), 2023, 51(11): 86-92.

MEN Bingjie, YUAN Dazhong. Displacement washing dispersion model and its numerical simulation[J]. Filtration and Separation,2005, (04):28-30.

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Published

28-02-2024

Issue

Section

Articles

How to Cite

Pan, Y. (2024). Research on Garment Washing Optimization Based on Linear Programming and Iterative Algorithm. Journal of Computing and Electronic Information Management, 12(1), 54-59. https://doi.org/10.54097/gxg3usoxhr