考虑绿色场景中多动态信息扰动的 3DPCP 任务调度策略

IF 4.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE
JianJia He, Jian Wu, K. Siau
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引用次数: 0

摘要

3D打印云平台(3DPCP)在打破供需双方信息孤岛、通过信息集成和智能生产有效减少浪费方面发挥着举足轻重的作用。然而,由于3DPCP在绿色场景中调度的复杂性和多动态信息扰动,揭示了传统任务调度方法在3DPCP中存在的问题。这些问题表现为考虑不全面、绿色性能不佳、对动态变化的适应能力弱等。在 3DPCP 中,迫切需要设计实用的方法来实现绿地场景中的多动态信息扰动。因此,本文首先定义了绿色场景多动态信息扰动的 3DPCP 任务调度问题。其次,文章提出了一种任务调度模型和启发式任务调度策略,以最小化平均成本和单位优质产品的二氧化碳(CO2)排放量。最后,文章通过仿真实验验证了所提策略的有效性和优越性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Task Scheduling Strategy for 3DPCP Considering Multidynamic Information Perturbation in Green Scene
The 3D printing cloud platform (3DPCP) plays a pivotal role in breaking down the information silos between supply and demand, effectively reducing waste through information integration and intelligent production. However, due to the complexity of 3DPCP scheduling in green scenes and the multidynamic information perturbations, unveils problems in traditional task scheduling methods in 3DPCP. These issues manifest as incomplete considerations, subpar green performance, and weak adaptability to dynamic changes. There is an urgent need to design practical methods to realize the multidynamic information perturbations in green scenes within 3DPCP. Therefore, this article first defines the 3DPCP task scheduling problem for multidynamic information perturbation in green scenes. Second, the article proposes a task scheduling model and a heuristic task scheduling strategy to minimize both the average cost and carbon dioxide (CO2) emissions per unit of quality product. Finally, the article validates effectiveness and superiority of the proposed strategy through simulation experiments.
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来源期刊
Journal of Global Information Management
Journal of Global Information Management INFORMATION SCIENCE & LIBRARY SCIENCE-
CiteScore
5.80
自引率
14.90%
发文量
118
期刊介绍: Authors are encouraged to submit manuscripts that are consistent to the following submission themes: (a) Cross-National Studies. These need not be cross-culture per se. These studies lead to understanding of IT as it leaves one nation and is built/bought/used in another. Generally, these studies bring to light transferability issues and they challenge if practices in one nation transfer. (b) Cross-Cultural Studies. These need not be cross-nation. Cultures could be across regions that share a similar culture. They can also be within nations. These studies lead to understanding of IT as it leaves one culture and is built/bought/used in another. Generally, these studies bring to light transferability issues and they challenge if practices in one culture transfer.
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