In‐mold rheology and automated process control for injection molding of recycled polypropylene

Author:

Krantz Joshua1ORCID,Nieduzak Zarek1,Licata Juliana1,O'Meara Sarah2,Gao Peng13,Masato Davide1ORCID

Affiliation:

1. Department of Plastics Engineering University of Massachusetts Lowell Lowell Massachusetts USA

2. Department of Mechanical Engineering University of Massachusetts Lowell Lowell Massachusetts USA

3. Department of Engineering and Design Western Washington University Bellingham Washington USA

Abstract

AbstractManufacturing plastic parts with secondary feedstocks has risen to the forefront of importance in recent years. However, the variation in molecular weight and rheology of secondary feedstock can lead to inconsistent part quality. This work evaluates the effectiveness of a novel closed‐loop adaptive process control system that adjusts nozzle pressure in response to in‐mold pressure data. Five different recycled polypropylene blends, with a broad distribution of flow properties, were evaluated to determine the effectiveness of the control system at reducing processing variation. The experimental results show that the process control strategy reduced the variation within the mold, as seen by in‐mold pressure curves and calculated in‐mold viscosity values. Additionally, the parameters that control the automated process adjustments were investigated, showing the importance of optimization. The analysis of the correlation between in‐mold rheology and mechanical properties showed a slight variation in the mechanical properties and parts weight with a coefficient of variation of under 5%. Overall, the results demonstrate the ability of pressure‐controlled molding and automated viscosity adjustment to reduce the variability when molding a secondary feedstock.Highlights Pressure‐controlled injection molding of recycled polypropylene. Automated closed‐loop adaptive process control methodology. Methodology resulted in a reduction in pressure variation during molding. Changes in mechanical properties and in‐mold viscosity were investigated. Results show the potential of pressure‐controlled molding at reducing variation.

Funder

U.S. Department of Energy

Publisher

Wiley

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Analysis of the Embodied Energy of Different Grades of Injection-Molded Polypropylene;Journal of Manufacturing and Materials Processing;2024-08-20

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