2022
DOI: 10.3390/en16010152
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A Monitoring System for Electric Vehicle Charging Stations: A Prototype in the Amazon

Abstract: Among the main problems faced in the context of electric mobility today, the management and monitoring of electric vehicle charging stations, the integration between the diverse types of technologies that make up its architecture, and its low scalability stand out. Therefore, we will present the implementation and complete integration of an electric vehicle charging system in an electric mobility pilot project being executed in the Amazon region in Brazil. Therefore, a literature review of related works will b… Show more

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Cited by 14 publications
(7 citation statements)
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References 35 publications
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“…The system provides a design that uses machine learning techniques to improvise the charging and generate billing accurately and generic software stack and how machine learning system has to interact with this stack [9]. Elen Lobato et al [10]. developed an amazon prototype monitoring system for electric vehicle charging stations.…”
Section: Iot-based Intelligent Charging System For Kayoola Evs Buses ...mentioning
confidence: 99%
“…The system provides a design that uses machine learning techniques to improvise the charging and generate billing accurately and generic software stack and how machine learning system has to interact with this stack [9]. Elen Lobato et al [10]. developed an amazon prototype monitoring system for electric vehicle charging stations.…”
Section: Iot-based Intelligent Charging System For Kayoola Evs Buses ...mentioning
confidence: 99%
“…It provides a blueprint for designing sophisticated NIDS that can learn from complex data streams and adapt to evolving cyber threats. Future work may explore the scalability of the proposed model across different IoT platforms [6], further refine the model to handle encrypted traffic, and develop unsupervised learning techniques to autonomously label and classify new types of intrusions.…”
Section: Integration Of Cnn Lstm and Grumentioning
confidence: 99%
“…This fusion introduces a level of sophistication and efficiency previously unattainable in traditional EVCS. IoT technology in EVCS is not merely an extension of general IoT systems; it is a specialized adaptation designed to meet the unique demands of electric vehicle (EV) charging [6].…”
Section: Introduction To Iot In Vehicle Charging Stationsmentioning
confidence: 99%
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“…Um estudo de caso pertinente à gestão e ao monitoramento das estações de carregamento de VEs é apresentado em (LOBATO et al, 2023). Os autores desenvolvem o protótipo SIMA, um sistema integrado que conecta as estações de carregamento de VEs.…”
Section: Carregamento Inteligente Para Os Veículosunclassified