Optimization Model of Raw Material Selection Process for Complex Industry Based on Improved Sequential Quadratic Programming Algorithm

Raw materials for industrial production mainly come from nature with wide sources and uneven quality, while production requires strictly with the materials’ quality and their quality indicators are very mutual coupling. In actual production, unreasonable combination and formula often exist in the pr...

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Vydáno v:International journal of computational intelligence systems Ročník 15; číslo 1; s. 1 - 13
Hlavní autoři: He, Xiuli, Zhang, Yang, Hong, Mengna, Li, Jigeng
Médium: Journal Article
Jazyk:angličtina
Vydáno: Dordrecht Springer Netherlands 30.11.2022
Springer Nature B.V
Springer
Témata:
Algorithms
Artificial Intelligence
Carbon emission
Computational Intelligence
Control
Decision making
Efficiency
Emissions control
Engineering
Flour
Formulations
Glass industry
Improved SQP algorithm
Industrial production
Inventory
Materials selection
Mathematical Logic and Foundations
Mechatronics
Mutual coupling
Optimization
Optimization modeling
Optimization models
Quadratic programming
Raw material
Raw materials
Research Article
Robotics
Industrial production
Carbon emission
Improved SQP algorithm
Raw material
Optimization modeling
Glass industry
ISSN:1875-6883, 1875-6891, 1875-6883
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Shrnutí:Raw materials for industrial production mainly come from nature with wide sources and uneven quality, while production requires strictly with the materials’ quality and their quality indicators are very mutual coupling. In actual production, unreasonable combination and formula often exist in the process of raw material selection, impeding the improvement of production efficiency, quality, energy-saving, and emission reduction. Unfortunately, research on this actual issue is currently vacant, so the main object of this paper is to address the selection of raw materials and formulations in actual production. Based on the designed logical combination algorithm and improved SQP algorithm, this study established the batch combination model and formula calculation model from the perspective of optimal combination and formula. Finally, a practical example of actual production is given to demonstrate the utility and application of this research.
Bibliografie:ObjectType-Article-1
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ISSN:1875-6883
1875-6891
1875-6883
DOI:10.1007/s44196-022-00166-6