使用仿真和人工智能作为可持续生产线的决策支持工具

IF 1 Q3 ENGINEERING, MULTIDISCIPLINARY Advances in Science and Technology-Research Journal Pub Date : 2023-10-02 DOI:10.4028/p-cv6rt1
Monica G. Cardoso, Enrique Ares, Luis Pinto Ferreira, Gustavo Peláez
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引用次数: 0

摘要

近年来,大众越来越意识到采用更可持续的生活方式的重要性。对公司来说,实施可持续发展的系统至关重要。本研究旨在检验仿真与人工智能(AI)相结合对生产线可持续性的贡献。模拟对管理者来说起着至关重要的作用,因为它可以让他们根据过去的经验预测未来的情景,随着行业数字化的兴起,现在可以更有效地管理能源和水等资源。这是通过使用数据扫描、与智能工业传感器通信(称为工业物联网(IIoT))以及应用优化和基于人工智能的解决方案来解决复杂问题(无论是在效率还是可持续性方面)等技术来实现的。这一分析证实了与人工智能合作时,模拟在提高生产线可持续性方面的重要性。这是因为它们提供了从经济、环境和社会角度改进资源管理的手段。
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The Use of Simulation and Artificial Intelligence as a Decision Support Tool for Sustainable Production Lines
In recent years, the general population has become increasingly aware of the importance of adopting more sustainable lifestyles. For companies, the implementation of sustainable systems is essential. This study aims to examine the contribution of simulation in combination with artificial intelligence (AI) to the sustainability of production lines. Simulation plays a crucial role for managers, as it allows them to predict future scenarios based on past experiences, allowing for more informed with the rise of digitization in the industry, it is now possible to manage resources such as energy and water in a more efficient manner. This is achieved through the use of techniques such as data scanning, communication with intelligent industrial sensors, known as the Industrial Internet of Things (IIoT), and the application of optimization and AI-based solutions to tackle complex problems, both in terms of efficiency and sustainability. This analysis has confirmed the significance of simulation when partnered with AI in improving the sustainability of production lines. This is because they offer the means to improve resource management from an economic, environmental, and social perspective.
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来源期刊
Advances in Science and Technology-Research Journal
Advances in Science and Technology-Research Journal ENGINEERING, MULTIDISCIPLINARY-
CiteScore
1.60
自引率
27.30%
发文量
152
审稿时长
8 weeks
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