publications

2024

1. Optimized Hybrid Ensemble Learning Approaches Applied To Very Short-Term Load Forecasting

   Marcos Yamasaki Junior, Roberto Zanetti Freire, Laio Oriel Seman, and 3 more authors

   International Journal Of Electrical Power & Energy Systems, 2024
2. Neural Networks Informed By Physics For Modeling Mass Flow Rate In A Production Wellbore

   Luis Fernando Nazari, Eduardo Camponogara, Lars Struen Imsland, and 1 more author

   Engineering Applications Of Artificial Intelligence, 2024
3. Enhancing Wind Speed Forecasting Through Synergy Of Machine Learning, Singular Spectral Analysis, And Variational Mode Decomposition

   Sinvaldo Rodrigues Moreno, Laio Oriel Seman, Stefano Frizzo Stefenon, and 2 more authors

   Energy, 2024
4. A Real-Time Svm-Based Hardware Accelerator For Hyperspectral Images Classification In Fpga

   Lucas Amilton Martins, Felipe Viel, Laio Oriel Seman, and 2 more authors

   Microprocessors And Microsystems, 2024
5. Random Convolutional Kernel Transform With Empirical Mode Decomposition For Classification Of Insulators From Power Grid

   Anne Carolina Rodrigues Klaar, Laio Oriel Seman, Viviana Cocco Mariani, and 1 more author

   Sensors, 2024
6. Hypertuned Temporal Fusion Transformer For Multi-Horizon Time Series Forecasting Of Dam Level In Hydroelectric Power Plants

   Stefano Frizzo Stefenon, Laio Oriel Seman, Luiza Scapinello Aquino Da Silva, and 2 more authors

   International Journal Of Electrical Power & Energy Systems, 2024
7. Physics-Informed Neural Nets For Control Of Dynamical Systems

   Eric Aislan Antonelo, Eduardo Camponogara, Laio Oriel Seman, and 3 more authors

   Neurocomputing, 2024
8. Power Simulation Of A Cubesat: Influence Of Orbit, Attitude, And Thermal Control

   André L. Rodrigues Santana, Edemar Morsch Filho, Francisco Das Chagas De Souza, and 1 more author

   IEEE Embedded Systems Letters, 2024
9. Floripasat-2: An Open-Source Platform For Cubesats

   Gabriel Mariano Marcelino, André Martins Pio De Mattos, João Cláudio Elsen Barcellos, and 4 more authors

   IEEE Embedded Systems Letters, 2024
10. Benders Decomposition For The Energy Aware Task Scheduling Of Constellations Of Nanosatellites

    Laio Oriel Seman, Cezar Antônio Rigo, Eduardo Camponogara, and 1 more author

    Computers & Operations Research, 2024
11. Physics-Informed Neural Networks For Modeling Water Flows In A River Channel

    Luis Fernando Nazari, Eduardo Camponogara, and Laio Oriel Seman

    IEEE Transactions On Artificial Intelligence, 2024
12. Hardware-In-The-Loop Simulation Of An On-Board Energy-Driven Scheduling Algorithm For Cubesats

    Vinicius Pimenta Bernardo, Laio Oriel Seman, Eduardo Augusto Bezerra, and 1 more author

    IEEE Embedded Systems Letters, 2024

2023

1. Payload-Xl: A Platform For The In-Orbit Validation Of The Brave Fpga

   Kleber Gouveia, Eduardo Augusto Bezerra, Edilberto Costa, and 7 more authors

   IEEE Embedded Systems Letters, 2023
2. Derivative-Free Optimization With Proxy Models For Oil Production Platforms Sharing A Subsea Gas Network

   Carlos Luguesi, Eduardo Camponogara, Laio Oriel Seman, and 2 more authors

   IEEE Access, 2023
3. Aggregating Prophet And Seasonal Trend Decomposition For Time Series Forecasting Of Italian Electricity Spot Prices

   Stefano Frizzo Stefenon, Laio Oriel Seman, Viviana Cocco Mariani, and 1 more author

   Energies, 2023
4. A Methodology For Accelerating Fpga Fault Injection Campaign Using Icap

   Frederico Ferlini, Felipe Viel, Laio Oriel Seman, and 3 more authors

   Electronics, 2023
5. Heat Transfer Simulation In An Industrial Furnace Firing Natural Gas And Pure Oxygen For Production Of Ceramic Frits

   Edemar Morsch Filho, Vicente De Paulo Nicolau, Laio Oriel Seman, and 1 more author

   Journal Of The Brazilian Society Of Mechanical Sciences And Engineering, 2023
6. Flatsat Platforms For Small Satellites: A Systematic Mapping And Classification

   Joao Claudio Elsen Barcellos, Anderson Wedderhoff Spengler, Laio Oriel Seman, and 3 more authors

   IEEE Journal On Miniaturization For Air And Space Systems, 2023
7. Hyperspectral Image Classification: An Analysis Employing Cnn, Lstm, Transformer, And Attention Mechanism

   Felipe Viel, Renato Cotrim Maciel, Laio Oriel Seman, and 3 more authors

   IEEE Access, 2023
8. Worst-Case Communication Time Analysis For On-Chip Networks With Finite Buffers

   Rubens Vicente De Liz Bomer, Cesar Albenes Zeferino, Laio Oriel Seman, and 1 more author

   IEEE Access, 2023
9. Optimized Ewt-Seq2Seq-Lstm With Attention Mechanism To Insulators Fault Prediction

   Anne Carolina Rodrigues Klaar, Stefano Frizzo Stefenon, Laio Oriel Seman, and 2 more authors

   Sensors, 2023
10. Instance And Data Generation For The Offline Nanosatellite Task Scheduling Problem

    Cezar Antônio Rigo, Edemar Morsch Filho, Laio Oriel Seman, and 2 more authors

    Data, 2023
11. Wavelet-Seq2Seq-Lstm With Attention For Time Series Forecasting Of Level Of Dams In Hydroelectric Power Plants

    Stefano Frizzo Stefenon, Laio Oriel Seman, Luiza Scapinello Aquino, and 1 more author

    Energy, 2023
12. Structure Optimization Of Ensemble Learning Methods And Seasonal Decomposition Approaches To Energy Price Forecasting In Latin America: A Case Study About Mexico

    Anne Carolina Rodrigues Klaar, Stefano Frizzo Stefenon, Laio Oriel Seman, and 2 more authors

    Energies, 2023
13. Optimizing Operations Sequencing And Demulsifier Injection In Offshore Oil Production Platforms

    Eduardo Rauh Müller, Eduardo Camponogara, Laio Oriel Seman, and 2 more authors

    IEEE Access, 2023
14. Bayesian Estimation Of Passenger Boardings At Bus Stops Using Wi-Fi Probe Requests

    Diego Benites Paradeda, Werner Kraus, Rodrigo Castelan Carlson, and 1 more author

    Journal Of Transportation Engineering Part A-Systems, 2023
15. Machine Fault Detection Using A Hybrid Cnn-Lstm Attention-Based Model

    Andressa Borré, Laio Oriel Seman, Eduardo Camponogara, and 3 more authors

    Sensors, 2023
16. Ensemble Learning Methods Using The Hodrick-Prescott Filter For Fault Forecasting In Insulators Of The Electrical Power Grids

    Laio Oriel Seman, Stéfano Frizzo Stefenon, Viviana Cocco Mariani, and 1 more author

    International Journal Of Electrical Power & Energy Systems, 2023
17. Explainable Column-Generation-Based Genetic Algorithm For Knapsack-Like Energy Aware Nanosatellite Task Scheduling

    Laio Oriel Seman, Cezar Antônio Rigo, Eduardo Camponogara, and 2 more authors

    Applied Soft Computing, 2023
18. Improving Energy Aware Nanosatellite Task Scheduling By A Branch-Cut-And-Price Algorithm

    Laio Oriel Seman, Cezar Antônio Rigo, Eduardo Camponogara, and 2 more authors

    Computers & Operations Research, 2023
19. Group Method Of Data Handling Using Christiano-Fitzgerald Random Walk Filter For Insulator Fault Prediction

    Stefano Frizzo Stefenon, Laio Oriel Seman, Nemesio Fava Sopelsa Neto, and 3 more authors

    Sensors, 2023
20. Video-Based Human Activity Recognition Using Deep Learning Approaches

    Guilherme Augusto Silva Surek, Laio Oriel Seman, Stefano Frizzo Stefenon, and 2 more authors

    Sensors, 2023
21. Mppt Aware Task Schedulling For Nanosatellites Using Mip-Based Relu Proxy Models

    Cezar Antônio Rigo, Laio Oriel Seman, Edemar Morsch Filho, and 2 more authors

    Expert Systems With Applications, 2023

2022

1. Time Series Forecasting Using Ensemble Learning Methods For Emergency Prevention In Hydroelectric Power Plants With Dam

   Stéfano Frizzo Stefenon, Matheus Henrique Dal Molin Ribeiro, Ademir Nied, and 4 more authors

   Electric Power Systems Research, 2022
2. Echo State Network Applied For Classification Of Medium Voltage Insulators

   Stéfano Frizzo Stefenon, Laio Oriel Seman, Nemesio Fava Sopelsa Neto, and 3 more authors

   International Journal Of Electrical Power & Energy Systems, 2022
3. Optimal Design Of Electrical Power Distribution Grid Spacers Using Finite Element Method

   Stéfano Frizzo Stefenon, Laio Oriel Seman, Bruno Antonio Pavan, and 2 more authors

   Iet Generation, Transmission & Distribution (Online), 2022
4. The Role Of Entrepreneurial Orientation, Organizational Learning Capability And Service Innovation In Organizational Performance

   Giancarlo Gomes, Laio Oriel Seman, Ana Clara Berndt, and 1 more author

   Rege. Revista De Gestão Usp, 2022
5. A Branch-And-Price Algorithm For Nanosatellite Task Scheduling To Improve Mission Quality-Of-Service

   Cezar Antônio Rigo, Laio Oriel Seman, Eduardo Camponogara, and 3 more authors

   European Journal Of Operational Research, 2022
6. Multi-Sector Discrete-Time Channel Model For Data Link Layer Evaluation Of Cubesat Communications

   Julian Jair Lopez-Salamanca, Laio Oriel Seman, Eduardo Augusto Bezerra, and 2 more authors

   Expert Systems With Applications, 2022
7. Long Short-Term Memory Stacking Model To Predict The Number Of Cases And Deaths Caused By Covid-19

   Filipe Fernandes, Stéfano Frizzo Stefenon, Laio Oriel Seman, and 5 more authors

   Journal Of Intelligent & Fuzzy Systems, 2022
8. An Energy-Aware Task Scheduling For Quality-Of-Service Assurance In Constellations Of Nanosatellites

   Laio Oriel Seman, Brenda F. Ribeiro, Cezar A. Rigo, and 4 more authors

   Sensors, 2022
9. Active Control System To Prevent Malfunctioning Caused By The Pressure Difference In Gasket Plate Heat Exchangers Applied In The Oil And Gas Industry

   Thiago Martins, Anderson Wedderhoff Spengler, Jorge Luiz Goes Oliveira, and 2 more authors

   Sensors, 2022
10. Generalized Auto-Sequencing Bus Headway Control Formulation

    Laio Oriel Seman, Luiz Alberto Koehler, Eduardo Camponogara, and 1 more author

    IEEE Transactions On Intelligent Transportation Systems, 2022
11. A Continuous-Time Formulation For Optimal Task Scheduling And Quality-Of-Service Assurance In Nanosatellites

    Eduardo Camponogara, Laio Oriel Seman, Cezar Antônio Rigo, and 3 more authors

    Computers & Operations Research, 2022
12. Industry Does Matter: Analysing Innovation, Firm Performance And Organisational Learning Heterogeneities On Brazilian Manufacturing Sectors

    Giancarlo Gomes, Linda Jessica De Montreuil Carmona, and Laio Oriel Seman

    Structural Change And Economic Dynamics, 2022

2021

1. Control Optimization Of Pump Cycles In Onshore Oilfields With Network And Electric Power Constraints

   Eduardo Camponogara, and Laio Oriel Seman

   Journal Of Energy Resources Technology-Transactions Of The Asme, 2021
2. Task Scheduling For Optimal Power Management And Quality-Of-Service Assurance In Cubesats

   Cezar Antônio Rigo, Laio Oriel Seman, Eduardo Camponogara, and 2 more authors

   Acta Astronautica, 2021
3. Tuning Of Oil Well Models With Production Data Reconciliation

   Laio Oriel Seman, Caio Merlini Giuliani, Eduardo Camponogara, and 4 more authors

   Computers & Chemical Engineering, 2021
4. Universal Verification Platform And Star Simulator For Fast Star Tracker Design

   Victor Hugo Schulz, Gabriel Mariano Marcelino, Laio Oriel Seman, and 6 more authors

   Sensors, 2021
5. Performance And Security Evaluation On A Blockchain Architecture For License Plate Recognition Systems

   Iago Sestrem Ochôa, Valderi Reis Quietinho Leithardt, Leonardo Calbusch, and 4 more authors

   Applied Sciences-Basel, 2021
6. Mpi Hardware Framework For Many-Core Based Embedded Systems

   Rodrigo Vinicius Mendonça Pereira, Laio Oriel Seman, Marcelo Daniel Berejuck, and 3 more authors

   International Journal Of Sensor Networks, 2021
7. An Integrated Thermal-Electrical Model For Simulations Of Battery Behavior In Cubesats

   Sara Vega Martínez, Edemar Morsch Filho, Laio Oriel Seman, and 4 more authors

   Applied Sciences-Basel, 2021
8. A Study Of Multilayer Perceptron Networks Applied To Classification Of Ceramic Insulators Using Ultrasound

   Nemesio Fava Sopelsa Neto, Stéfano Frizzo Stefenon, Luiz Henrique Meyer, and 6 more authors

   Applied Sciences-Basel, 2021
9. A Nanosatellite Task Scheduling Framework To Improve Mission Value Using Fuzzy Constraints

   Cezar Antônio Rigo, Laio Oriel Seman, Eduardo Camponogara, and 2 more authors

   Expert Systems With Applications, 2021
10. Hybrid Wavelet Stacking Ensemble Model For Insulators Contamination Forecasting

    Stéfano Frizzo Stefenon, Matheus Henrique Dal Molin Ribeiro, Ademir Nied, and 5 more authors

    IEEE Access, 2021
11. Simulation Of A Cubesat With Internal Heat Transfer Using Finite Volume Method

    Edemar Morsch Filho, Laio Oriel Seman, and Vicente De Paulo Nicolau

    Applied Thermal Engineering, 2021
12. In-Orbit Preliminary Results From The Open-Source Educational Nanosatellite Floripasat-I

    Gabriel Mariano Marcelino, Edemar Morsch Filho, Sara Vega Martínez, and 2 more authors

    Acta Astronautica, 2021
13. Static Attitude Determination Using Convolutional Neural Networks

    Guilherme Dos Santos, Laio Oriel Seman, Eduardo Augusto Bezerra, and 3 more authors

    Sensors, 2021

2020

1. Integrated Headway And Bus Priority Control In Transit Corridors With Bidirectional Lane Segments

   Laio Oriel Seman, Luiz Alberto Koehler, Eduardo Camponogara, and 1 more author

   Transportation Research Part C-Emerging Technologies, 2020
2. Finite-State Markov Chains Channel Model For Cubesats Communication Uplink

   Julian J. Lopez-Salamanca, Laio Oriel Seman, Marcelo D. Berejuck, and 1 more author

   IEEE Transactions On Aerospace And Electronic Systems, 2020
3. Derivative-Free Parameter Tuning For A Well Multiphase Flow Simulator

   Laio Oriel Seman, Luis Kin Miyatake, Eduardo Camponogara, and 2 more authors

   Journal Of Petroleum Science And Engineering, 2020
4. A Framework To Estimate Dwell Time Of Brt Systems Using Fuzzy Regression

   Laio Oriel Seman, Victor Hugo Rodrigues Machado, Luiz Alberto Koehler, and 1 more author

   Journal Of Intelligent & Fuzzy Systems, 2020
5. A Computational Analysis Of Decomposition Strategies For Model Predictive Control Of Resource-Constrained Dynamic Systems

   Pedro Henrique Valderrama Bento Da Silva, Laio Oriel Seman, and Eduardo Camponogara

   IEEE Latin America Transactions, 2020
6. Qualification And Validation Test Methodology Of The Open-Source Cubesat Floripasat-I

   Gabriel Mariano Marcelino, Edemar Morsch Filho, Sara Vega Martínez, and 4 more authors

   Journal Of Systems Engineering And Electronics, 2020
7. Hybrid Impedance-Admittance Control For Upper Limb Exoskeleton Using Electromyography

   Lucas D. L. Da Silva, Thiago F. Pereira, Valderi R. Q. Leithardt, and 2 more authors

   Applied Sciences-Basel, 2020
8. Decompositions For Mpc Of Linear Dynamic Systems With Activation Constraints

   Pedro Henrique Valderrama Bento Da Silva, Eduardo Camponogara, Laio Oriel Seman, and 2 more authors

   Energies, 2020
9. Headway Control In Bus Transit Corridors Served By Multiple Lines

   Laio Oriel Seman, Luiz Alberto Koehler, Eduardo Camponogara, and 2 more authors

   IEEE Transactions On Intelligent Transportation Systems, 2020
10. Printed Circuit Board Design Methodology For Embedded Systems Targeting Space Applications

    Cezar Antonio Rigo, Laio Oriel Seman, Marcelo Daniel Berejuck, and 1 more author

    IEEE Latin America Transactions, 2020
11. A Critical Embedded System Challenge: The Floripasat-1 Mission

    Gabriel Mariano Marcelino, Sara Vega-Martinez, Laio Oriel Seman, and 2 more authors

    IEEE Latin America Transactions, 2020
12. Service Innovation Through Transformational Leadership, Work-Life Balance, And Organisational Learning Capability

    Giancarlo Gomes, Laio Oriel Seman, and Linda Jessica De Montreuil Carmona

    Technology Analysis & Strategic Management, 2020
13. Centroid Determination Hardware Algorithm For Star Trackers

    Gabriel Mariano Marcelino, Victor Hugo Schulz, Laio Oriel Seman, and 1 more author

    International Journal Of Sensor Networks, 2020
14. Minlp Models For Dimensional Synthesis Of Planar Four-Bar Linkages

    Andrea Piga Carboni, Laio Oriel Seman, and Eduardo Camponogara

    International Journal Of Mathematical Modelling And Numerical Optimization, 2020
15. Enabling Iso 26262 Compliance With Accelerated Diagnostic Coverage Assessment

    Frederico Ferlini, Laio Oriel Seman, and Eduardo Augusto Bezerra

    Electronics, 2020
16. Electric Field Evaluation Using The Finite Element Method And Proxy Models For The Design Of Stator Slots In A Permanent Magnet Synchronous Motor

    Stéfano Frizzo Stefenon, Laio Oriel Seman, Clodoaldo Schutel Furtado Neto, and 6 more authors

    Electronics, 2020

2019

1. Mixed-Integer Bilinear And Piecewise-Linear Models For Designing Switching Strategies Of Multilevel Power Converters

   Eduardo Camponogara, Laio Oriel Seman, and Luiz Carlos Gili

   Computers & Electrical Engineering, 2019
2. Real-Time Integrated Holding And Priority Control Strategy For Transit Systems

   Luiz Alberto Koehler, Laio Oriel Seman, Werner Kraus, and 1 more author

   IEEE Transactions On Intelligent Transportation Systems, 2019

2018

1. On The Students’ Perceptions Of The Knowledge Formation When Submitted To A Project-Based Learning Environment Using Web Applications

   Laio Oriel Seman, Romeu Hausmann, and Eduardo Augusto Bezerra

   Computers & Education, 2018
2. A Quadratic Fuzzy Regression Approach For Handling Uncertainties In Partial Least Squares Path Modeling

   Laio Oriel Seman, Giancarlo Gomes, Romeu Hausmann, and 1 more author

   IEEE Latin America Transactions, 2018
3. Different Switching Sequence Comparison Applied To Multimodular Matrix Converter Using Isvm

   Luiz Carlos Gili, Laio Oriel Seman, and Sérgio Vidal Garcia Oliveira

   IEEE Latin America Transactions, 2018
4. Agent-Based Simulation Of Learning Dissemination In A Project-Based Learning Context Considering The Human Aspects

   Laio Oriel Seman, Romeu Hausmann, and Eduardo Augusto Bezerra

   IEEE Transactions On Education, 2018

2017

1. Mpptjs: A Javascript Simulator For Pv Panels Used In A Pbl Application

   Laio Oriel Seman, Luiz A. Koehler, Eduardo Augusto Bezerra, and 1 more author

   Energy Procedia, 2017

2016

1. Statistical Analysis Using Pls Of A Project-Based Learning Application In Electrical Engineering

   Laio Oriel Seman, Giancarlo Gomes, and Romeu Hausmann

   IEEE Latin America Transactions, 2016

2015

1. Cc-Ccjs: A Javascript Web Based Application For Education On Basic Converters

   Laio Oriel Seman, Giancarlo Gomes, and Romeu Hausmann

   IEEE Latin America Transactions, 2015