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Modeling and statistical analysis of complexity in manufacturing systems under flow shop and hybrid environments

Herrera Vidal, Germán; Coronado-Hernandez, Jairo R.; Minnaard, Claudia (Springer LondonUnited Kingdom, 2021-10-08)

In manufacturing systems, there are environments where the elaboration of a product requires a series of sequential operations, involving the configuration of machines by stages, intermediate buffer capacities, definition ...
Statistical analysis of manufacturing system complexity

Herrera Vidal, Germán; Coronado-Hernandez, Jairo R.; Minnaard, Claudia ; Gustavo, Gatica; Schwarzenberg, Pablo (Springer LondonUnited Kingdom, 2022)

Given the dynamism of the markets and the economic growth, nowadays companies must look for mechanisms that allow them to develop new strategies and compete successfully. The objective of this work is to develop a statistical ...

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Modeling and statistical analysis of complexity in manufacturing systems under flow shop and hybrid environments
...
Herrera Vidal, Germán | 2021-10-08

In manufacturing systems, there are environments where the elaboration of a product requires a series of sequential operations, involving the configuration of machines by stages, intermediate buffer capacities, definition of assembly lines, and routing of parts. The objective of this research is to develop a modeling and statistical analysis of complexity in manufacturing systems under flow shop and hybrid environments. The methodological approach starts with the structural modeling, then the measurement of the complexity in the systems is developed, the hypotheses are proposed, and finally an experimental and factorial statistical analysis is developed. The results obtained corroborate the hypotheses proposed, where statistically the structural design factors and the variation of production time per stage have a significant influence on the response variable associated to the total complexity. Similarly, there is evidence of correlation between the performance indicators and the variable studied, in which the incidence with production costs stands out.

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Statistical analysis of manufacturing system complexity
...
Herrera Vidal, Germán | 2022

Given the dynamism of the markets and the economic growth, nowadays companies must look for mechanisms that allow them to develop new strategies and compete successfully. The objective of this work is to develop a statistical analysis of the complexity of a manufacturing system. The methodological approach starts with the analysis of the data obtained through the Likert technique, identifying characteristics associated with high complexity, consequently, an inquiry is made on the factors that influence significantly from an experimental analysis, then a factor analysis is made to determine the correlations between the variables raised, and finally the association between the complexity of the manufacturing characteristics and the complexity of the elements of a system is evaluated. The study is based on a sample of 71 small- and medium-sized companies in the city of Cartagena, Colombia. The results obtained show a dominance of complexity in manufacturing systems, confirming the level of significance between subsectors, type of operation, and type of process; determining that there are high correlations between the variables; and corroborating the relationship between the variables and the characteristics of the manufacturing system.

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Modeling and statistical analysis of complexity in manufacturing systems under flow shop and hybrid environments ﻿

Statistical analysis of manufacturing system complexity ﻿

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Modeling and statistical analysis of complexity in manufacturing systems under flow shop and hybrid environments

Statistical analysis of manufacturing system complexity

Modeling and statistical analysis of complexity in manufacturing systems under flow shop and hybrid environments

Statistical analysis of manufacturing system complexity