无微塑料水瓶的多目标人工智能优化模型

Lama Mahmoud, Zaid Almahmoud, Roba Saab, Hessa Al-Ali
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引用次数: 0

摘要

为了应对与塑料废物有关的环境危害及其一旦被丢弃对环境的影响,最近人们对生物可降解塑料的开发和生产产生了相当大的兴趣。这项研究的目的是强调一类新的生物降解塑料与外部天然添加剂如棉花、纤维素和其他催化添加剂混合,在阳光和水分等环境影响下降解。利用Java和图形用户界面(GUI)的多目标专家人工智能(AI)模型,对几种可生物降解复合材料的机械、物理、经济和环境方面进行了调查和评估。提出的模型计算了现有的非可持续塑料包装水塑料瓶的最佳替代品。主要研究结果表明,聚对苯二甲酸乙二醇酯可能是基于其材料特性的生态水瓶的最佳生物降解塑料替代品。建议的原型为广泛的生物降解塑料应用提供了可靠和经济的工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multi-Objectives AI-based Optimization Model for Microplastics- free Water Bottles
In response to the environmental hazards associated with plastic waste and its effect on the environment once it is thrown away, considerable recent interest has been in the development and production of biodegradable plastics. This study aims to highlight a new class of biodegradable plastics mixed with external natural additives such as cotton, cellulose, and other catalytic additives to degrade under environmental effects such as sunlight and moisture. The mechanical, physical, economic, and environmental aspects of several biodegradable composite materials were investigated and evaluated utilizing a multi-objective expert Artificial Intelligence (AI) model using Java and Graphical User Interface (GUI). The proposed model calculates the best alternative to the existing non-sustainable plastic to package water plastic bottles. Maj or findings revealed that Polyethylene Terephalate could potentially be the best biodegradable plastic substitute for eco-water bottles based on its material properties. The suggested prototype provides a reliable and cost-effective tool for a wide range of biodegradable plastics applications.
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