Browsing Engenharia Elétrica - EE by Advisor "15c1505d-b650-414f-9557-c97410e7aaed"

Now showing items 1-12 of 12

    • Previsão do preço do café utilizando redes neurais 

      Araujo, Leonardo Marinzek (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 27/09/2022)
      The present article aims to develop a study on the functioning of Multi-Layer Neural Networks, in order to predict the price of coffee, based on certain climatic conditions. In this way, it can be used as an aid tool at ...

    • Sistema de controle automatizado de baixo custo para irrigação 

      Roston, Eduardo Santucci (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 02/12/2021)
      Automated irrigation systems, whether for commercial or residential purposes, are widely implemented with the aim of automating a recurrent task, in this case watering plants and crops, and for the smart use of water ...

    • Detecção de defeitos em tecidos através de redes neurais convolucionais 

      Souza, Lucas Candiani (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 03/05/2022)
      This work aims to apply transfer learning to a detector based on convolutional neural networks to identify defects and patterns through tissue images. With Industry 4.0, intelligent systems are increasingly being applied ...

    • Classificação de placas de trânsito com redes neurais para automação de veículos 

      Bademian, Gustavo Bulka Bonafé (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 09/03/2022)
      This article aims to develop a study on the functioning of Convolutional Neural Networks in the classification of traffic signs for use in autonomous cars, thus being able to be used as a tool to aid the vehicle in the ...

    • Otimização do consumo de bateria em hardware de internet das coisas industrial 

      Marcelino, Anelise Gomes Lúcio (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 01/07/2021)
      Electrical Engineering offers a wide area of expertise, regarding not only to solving problems in the field of electricity, electronics, control and automation, but also relates to everything that is being currently ...

    • Classificação de imagens de satélite com redes neurais convolucionais 

      Magiri, Danilo Sampaio (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 06/04/2023)
      Satellite images are used in several areas, such as agribusiness, urban planning, environmental monitoring, among others. These images have a large and complex amount of data and the application of Machine Learning techniques ...

    • Desenvolvimento de um sistema para economia de combustível com rede neural artificial 

      Andrade, Murilo Lopes (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 06/04/2023)
      This article aims to develop a data acquisition board to identify the uphill and downhill stretches of a vehicle through an LSTM (Long Short Term Memory) artificial neural network, and to estimate the reduction in fuel ...

    • Aplicação de redes neurais para previsão de demanda de energia elétrica 

      Café, Douglas dos Santos (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 05/04/2023)
      In the early 2000s, the Brazilian electrical system was less developed than it is today and depended much more on hydroelectric generation, as 80% came from it. A study conducted by the Ministry of Mines and Energy revealed ...

    • Algoritimo de detecção de retinopatia diabética baseado em aprendizado de máquina 

      Reis, Leonardo Patrocínio dos (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 06/04/2023)
      In this study, the application of neural network and machine learning techniques was explored in order to identify the presence of lesions related to diabetic retinopathy (DR) in fundus images. DR is a frequent complication ...

    • Detecção e identificação de doenças em folhas utilizando redes neurais 

      Carmo, Cassio Cioni (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 06/09/2023)
      In this study, an approach using neural networks for the detection and classification of diseases in soybean leaves based on images was explored. The main objective of the research was to develop a model capable of ...

    • Aplicação web back-end de um fantasy game 

      Rodrigues, Kaio de Melo (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 21/07/2023)
      In Brazil, the most popular sport is football and, therefore, it is recognized in scenarios that go beyond the lawns, such as the Fantasy Games. Users of this game style create and manage their own teams online, using real ...

    • Melhoria do simulador do sistema turbogerador 

      Fratini, Marcelo Henrique Canciano (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 01/09/2023)
      The turbogenerator system, comprising a crucial turbine and generator component in power generation systems, along with an initial boiler, has seen advancements in technology over the years, leading to new possibilities ...