Modelling IoT Systems with UML: A Case Study for Monitoring and Predicting Power Consumption
- 1 Federal University of Western Pará, Brazil
Abstract
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.
DOI: https://doi.org/10.3844/ajeassp.2021.81.93
Copyright: © 2021 Marla Teresinha Barbosa Geller and Anderson Alvarenga de Moura Meneses. This is an open access article distributed under the terms of the
Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
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Keywords
- Unified Modelling Language
- Internet of Things
- Software Engineering
- Power Consumption
- Energy Efficiency