用UML建模物联网系统:监测和预测功耗的案例研究

M. Geller, Anderson Meneses
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引用次数: 5

摘要

软件工程已经发展到满足当前系统日益增长的复杂性,并且统一建模语言(UML)的资源能够在不同的视图中对这样的系统进行建模。物联网(IoT)范式具有非常独特的特征,例如必须集成的物理和虚拟组件的异质性。设计这种性质的系统是一项挑战,使用UML进行建模正在巩固自己作为克服这一挑战的资源。这项工作的目的是为文献中已有的UML扩展提出一些建议,以表示物联网系统。然后,我们给出了一个案例研究,用这些模型来表示一个小型的人工智能能源监测系统,用于电力消耗预测。
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Modelling IoT Systems with UML: A Case Study for Monitoring and Predicting Power Consumption
Software Engineering has evolved to meet the growing complexity of current systems and the resources of the Unified Modeling Language (UML) enable the modeling of such systems in different views. The Internet of Things (IoT) paradigm appears with very peculiar characteristics such as the heterogeneity of its physical and virtual components that must be integrated. Designing systems of this nature is a challenge and modeling using UML is consolidating itself as a resource to overcome this challenge. The objective of this work is to present some proposals for UML extensions already available in the literature, to represent IoT systems. Then, we present a case study with those models for representing a small energy monitoring system with artificial intelligence for power consumption forecast.
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