Search Results - "Antonini Alves, Thiago"
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Method for SoC Estimation in Lithium-Ion Batteries Based on Multiple Linear Regression and Particle Swarm Optimization
Published in Energies (Basel) (01-10-2022)“…Lithium-ion batteries are the current most promising device for electric vehicle applications. They have been widely used because of their advantageous…”
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Linear Ensembles for WTI Oil Price Forecasting
Published in Energies (Basel) (01-08-2024)“…This paper investigated the use of linear models to forecast crude oil futures prices (WTI) on a monthly basis, emphasizing their importance for financial…”
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An Overview of Methods and Technologies for Estimating Battery State of Charge in Electric Vehicles
Published in Energies (Basel) (01-07-2023)“…Recently, electric vehicles have gained enormous popularity due to their performance and efficiency. The investment in developing this new technology is…”
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Estimating thermal performance of thermosyphons by artificial neural networks
Published in Alexandria engineering journal (15-09-2023)“…•Experimental investigation of thermosyphons thermal performance were made.•For the first time, Unorganized Machines (UM) were used to predict thermal…”
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Bio-Inspired Optimization Algorithms Applied to the GAPID Control of a Buck Converter
Published in Energies (Basel) (01-09-2022)“…Although the proportional integral derivative (PID) is a well-known control technique applied to many applications, it has performance limitations compared to…”
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Unorganized Machines to Estimate the Number of Hospital Admissions Due to Respiratory Diseases Caused by PM10 Concentration
Published in Atmosphere (01-10-2021)“…The particulate matter PM10 concentrations have been impacting hospital admissions due to respiratory diseases. The air pollution studies seek to understand…”
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Experimental Study of a Cu-Mo Alloy Vapor Chamber
Published in MATEC Web of Conferences (01-01-2016)“…In this research, the thermal behavior of a vapor chamber embedded in the base of a heat sink was experimentally analyzed considering the influence of the heat…”
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Journal Article Conference Proceeding -
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Application of Artificial Neural Networks in Predicting the Thermal Performance of Heat Pipes
Published in Energies (Basel) (01-11-2024)“…The loss of energy by heat is a common problem in almost all areas of industry, and heat pipes are essential to increase efficiency and reduce energy waste…”
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Neural-Based Ensembles for Particulate Matter Forecasting
Published in IEEE access (2021)“…The air pollution caused by particulate matter (PM) has become a public health issue due to the risks to human life and the environment. The PM concentration…”
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Numerical and Experimental Analysis of an Earth–Air Heat Exchanger
Published in Atmosphere (01-07-2023)“…Buildings are responsible for a large part of energy demand worldwide. To collaborate to reduce this demand, this paper aims to present a computational model…”
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Selection of Temporal Lags for Predicting Riverflow Series from Hydroelectric Plants Using Variable Selection Methods
Published in Energies (Basel) (01-08-2020)“…The forecasting of monthly seasonal streamflow time series is an important issue for countries where hydroelectric plants contribute significantly to electric…”
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Anomaly Detection in Automotive Industry Using Clustering Methods—A Case Study
Published in Applied sciences (01-11-2021)“…In automotive industries, pricing anomalies may occur for components of different products, despite their similar physical characteristics, which raises the…”
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Unorganized machines and linear multivariate regression model applied to atmospheric pollutant forecasting
Published in Acta scientiarum. Technology (01-01-2020)“…Air pollution is a relevant issue studied worldwide, and its prediction is important for social and economic management. Linear multivariate regression models…”
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Experimental research of capillary structure technologies for heat pipes
Published in Acta scientiarum. Technology (01-01-2020)“…This paper presents an experimental study on three different capillary structure technologies of heat pipes for application in the thermal management of…”
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Modeling and experimental tests of a copper thermosyphon
Published in Acta scientiarum. Technology (01-01-2017)“…Electrical energy, solar energy, and/or direct combustion of a fuel are the most common thermal sources for home water heating. In recent years, the use of…”
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Uma Solução Híbrida Analítico-Numérica para o Problema Térmico em Dutos Bicônicos
Published in Semina. Ciências exatas e tecnológicas (01-07-2018)“…Neste trabalho foi apresentada uma solução híbrida analítico-numérica do problema de transferência de calor de escoamento laminar desenvolvido e termicamente…”
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Experimental Investigation on the Influence of the Diameter on Thermosyphons for Application in a Hybrid Photovoltaic/Thermal System
Published in 2021 9th International Renewable and Sustainable Energy Conference (IRSEC) (23-11-2021)“…One alternative for clean energy generation is photovoltaic panels, but these have low efficiencies, especially when they are operating above their optimum…”
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Conference Proceeding -
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Ensemble method based on Artificial Neural Networks to estimate air pollution health risks
Published in Environmental modelling & software : with environment data news (01-01-2020)“…Estimating of daily hospital admissions due to air pollution is a leading issue in environmental science. To better understand this problem, it is essential to…”
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Permeability and Porosity Analysis of a Unique Porous Media Obtained by Bead Width Variation in a MEX Filling Strategy
Published in Transport in porous media (01-05-2024)“…Additive manufacturing (AM) allows the production of the internal structure of porous media (PM) with porosity and permeability tailored for a specific…”
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