Reducing Energy Consumption Using DOE and SPC on Cork Agglomeration Line

The industrial landscape has revealed two trends: increased competitiveness and a greater demand for sustainable solutions. Materials with cork in their composition are an appealing solution, since they guarantee the desired mechanical characteristics while contributing to the prevention of environmental degradation. Given the change in external factors, there has been a substantial rise in energy costs. Thus, it is essential to optimize processes, with the aim of reducing the consumption of resources, such as electricity. This project was developed at a company that manufactures cork blocks, sheets, and rolls. Regarding blocks, a critical operation of this line is the high-frequency heating, being the bottleneck of this work center. With the critical variables previously identified, planned experiments were conducted based on DOE’s full factorial methodology. Two out of four products revealed inputs with statistical significance. With these results, a reduction in parameters was implemented in the factors and interactions that showed no statistical significance. Finally, average and amplitude control charts, based on the SPC methodology, were applied to solidify and guarantee the quality of the agglomerated blocks, with the parameter changes already introduced. The company benefited from this study by having a significant reduction in its energy consumption.

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Publication Details

Journal
Clean Technologies
Published
2024-10-18
DOI
https://doi.org/10.3390/cleantechnol6040067
Primary Topic
Wireless Sensor Networks for Data Analysis
Type
article
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article

Reducing Energy Consumption Using DOE and SPC on Cork Agglomeration Line

Leonilde Varela, André S. Santos, Hugo Silva
Clean Technologies
Wireless Sensor Networks for Data Analysis
article

Reducing Energy Consumption Using DOE and SPC on Cork Agglomeration Line

Leonilde Varela, André S. Santos, Hugo Silva
article en

Abstract

The industrial landscape has revealed two trends: increased competitiveness and a greater demand for sustainable solutions. Materials with cork in their composition are an appealing solution, since they guarantee the desired mechanical characteristics while contributing to the prevention of environmental degradation. Given the change in external factors, there has been a substantial rise in energy costs. Thus, it is essential to optimize processes, with the aim of reducing the consumption of resources, such as electricity. This project was developed at a company that manufactures cork blocks, sheets, and rolls. Regarding blocks, a critical operation of this line is the high-frequency heating, being the bottleneck of this work center. With the critical variables previously identified, planned experiments were conducted based on DOE’s full factorial methodology. Two out of four products revealed inputs with statistical significance. With these results, a reduction in parameters was implemented in the factors and interactions that showed no statistical significance. Finally, average and amplitude control charts, based on the SPC methodology, were applied to solidify and guarantee the quality of the agglomerated blocks, with the parameter changes already introduced. The company benefited from this study by having a significant reduction in its energy consumption.

Clean TechnologiesVol. 6(4)
Polytechnic Institute of Porto (PT), University of Minho (PT)
Affordable and clean energy
Openalex Percentile: Top 80%
Wireless Sensor Networks for Data Analysis
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Reducing Energy Consumption Using DOE and SPC on Cork Agglomeration Line — Leonilde Varela, André S. Santos, et al. · Clean Technologies (2024) | TGRS Research Map | TGRS