PG-EAM - Graduate Program in Aeronautical and Mechanical Engineering
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Luiz Carlos Sandoval Góes

Luiz Carlos Sandoval Góes

CNPq Fellow Nível 1D
14
h-index
912
Citations
130
Articles

Research Lines

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Last Update: 2026-06-25

Publications (130)

130 publications
Article 2025

Lead-acid battery system identification using experimental data

Machado, Raphaela C. , Maria, Pedro G. , Junior, Hugo N.F. , Salcedo, Saulo A.G. , Zúñiga, David C.F. , dos Santos, Carlos A.M. , de Lima, Jeferson J. , de Souza, Teófilo M. , Balthazar, Jose M. , Góes, Luiz C.S.

Mathematics in Engineering Science and Aerospace , vol. 16 (2) , pp. 553-565
Citations: 1
Show abstract

© CSP - Cambridge, UK; I&S - Florida, USA, 2025.The goal of this research is to develop a battery model using experimental data gathered during the discharge of a lead-acid battery. It is essential to develop a mathematical model that accurately depicts the system in order to precisely describe the electrical characteristics of the battery and examine its discharge behavior while it is operating. The identification of an electrical model for a lead-acid battery using the data gathered in this manner is presented in this study. Jackey’s model was selected to depict the battery dynamics due to its resistive and capacitive properties, as well as the fact that it fits the experimental data well and has the advantage of being reasonably complex. The objective is to identify Jackey’s model parameters by using optimization techniques. In the end, the findings show that the selected mathematical model fairly depicts the system, which makes it a good substitute for lead-acid battery mathematical modeling.

Article 2025

Comments on system identification of an UAS model using a subspace method

Machado, Raphaela Carvalho , Goés, Luiz Carlos Sandoval , Paixão Fernandes, Vítor , Salcedo, Saulo Alfredo Gómez , Rosado de Paula, Thiago , Zúniga, David Fernando Castillo , Souza, Alain , Santos, Carlos Augusto Marcondes dos , Balthazar, José Manoel , Lima, Jeferson José de

International Journal of Intelligent Robotics and Applications
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© The Author(s), under exclusive licence to Springer Nature Singapore Pte Ltd. 2025.The objective of this study is to present an experimental procedure for identifying the dynamics of an unmanned aerial system (UAS) with a fixed flexible wing. This procedure employs subspace identification techniques, which are particularly suited to the analysis of dynamic systems. In order to comprehend the behaviour of aerodynamic and flight control systems and establish a feedback loop that may be employed to mitigate the impact of structural flexibility, it is imperative to possess a reliable model. The objective of this research is to identify a parametric model for a flexible aircraft from open-loop experimental data by applying the DSRe algorithm. A flight test campaign was conducted using the EOLO, a single-engine aircraft with a wingspan of 4 m and a total weight of 8.87 kg. First, the results of the identification process using synthetic data are presented. The preliminary estimated parameters based on the Ground Vibration Test (GVT) were found to be useful for validating the identified model. Subsequently, the experimental results obtained in open-loop operation demonstrate that subspace algorithms are capable of estimating a suitable state-space model that encompasses the entire frequency range present in the experimental data. It is crucial to emphasise that a significant challenge in developing a representative model for the desired frequency range from the collected data is the necessity for a persistently exciting condition for the input signals.

Article 2024

Energy efficient walking: combining height variation of the center of mass and curved feet

Silva, Caroline C.D. , Maximo, Marco R.O.A. , Góes, Luiz C.S.

Journal of the Brazilian Society of Mechanical Sciences and Engineering , vol. 46 (6)
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© The Author(s), under exclusive licence to The Brazilian Society of Mechanical Sciences and Engineering 2024.We use characteristics inspired by the human gait to reduce the energy expenditure of walking in low-cost humanoid robots. Our contribution is to implement the height variation of the center of mass during gait with foot motion around the ankle during gait phase changes. The robot’s foot is curved with a geometric shape that favors rolling motion on the ground. For the control, we extend the Preview Control of Zero-Moment Point technique for the planning of the center of mass, and we will adapt the 3D Linear Inverted Pendulum Model (3D-LIPM) so that our system is linear time-varying. Finally, the inverse kinematics gives us the position of the joints. To measure the energy, we will use a realistic simulator. In the simulator, the fully actuated robot stays in balance in a three-dimensional environment with gravity while walking. The results proved satisfactory, reducing energy expenditure by almost 25% when we combine height-varying and curved feet.

Article 2024

DYNAMIC FREE FLIGHT TESTS WITH A SUB-SCALE AIRPLANE DESIGNED ACCORDING TO THE FROUDE NUMBER

Fischer, Clécio , Davi, Alessandro Silveira , da Silva, Roberto Gil Annes , Góes, Luiz Carlos Sandoval

Icas Proceedings
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© 2024, International Council of the Aeronautical Sciences. All rights reserved.The use of sub-scales to study flight dynamics is an area that can provide excellent results. With the development of electronics, free flight tests to obtain flight dynamics data on sub-scale aircraft have become increasingly attractive. This paper presents the development of a sub-scale aircraft following the Froude number scaling technique used to achieve representativeness in flight dynamics.

Article 2024

FLIGHT PATH RECONSTRUCTION OF A FLEXIBLE WING UAV WITH WING MOUNTED VANES

Fernandes, Vítor Paixão , de Paula, Thiago Rosado , Do Nascimento, Rodrigo Costa , da Silva, Roberto Gil Annes , Góes, Luiz Carlos Sandoval

Icas Proceedings
Citations: 1
Show abstract

© 2024, International Council of the Aeronautical Sciences. All rights reserved.This article expands upon the analysis conducted in a flight campaign involving a flexible wing UAV with a 4m wingspan and an aspect ratio of 18.9, powered by electric propulsion. The UAV is equipped with a data acquisition system designed to explore the effects of flexibility. The initial phase of the campaign involved flight evaluations aimed at assessing the behavior of the system, particularly in terms of data acquisition. Data compatibility tests were examined using the Flight Path Reconstruction (FPR) technique and the Output Error Method (OEM). The outcomes of the FPR analysis indicate the consistency of the recorded data. The evaluation of biases, scale factors, and time delays using the FPR method successfully established correlations between the recorded data, with notable exceptions in the case of airspeed and angle of attack, which exhibited discrepancies in fitting with classic rigid body kinematics. In this work, the longitudinal FPR using OEM is augmented by incorporating the flexible aircraft dynamic model to provide a more accurate representation of the aircraft, accounting for flexibility effects. In the execution of the FPR, the state variables of the aircraft model, obtained by the integration of the kinematic expression and sensor-gathered data, were expanded by the addition of the structural dynamics. This modification has enabled the computation of α and β values at the vane positions, accounting for structural dynamics effects, and also evaluating accelerations at the wingtips. Synthetic data obtained from an aircraft simulation model were used to evaluate the FPR for the flexible aircraft, and the results have shown that this method can lead to good results when the aircraft model is available. The rigid and flexible FPR were applied to flight-recorded data, and the results obtained with the flexible FPR have not led to enhancements as seen in the simulated data, which indicates that further refinements must be made in the experimental procedures, and evaluations on the structural model and aircraft sensors must be conducted. In conclusion, the method can be used to evaluate additional information beyond the classic FPR developed solely relying on general rigid body kinematics.

Article 2024

INSTRUMENTATION OF A SUBESCALE GROUND EFFECT VEHICLE, VOLITAN, TO MEASURE FLIGHT PROPULSION EFFICIENCY

Fischer, Clécio , Diaz, Manuel Alejandro Rodriguez , Souza, Lucas , da Silva, Roberto Gil Annes , Góes, Luiz Carlos Sandoval

Icas Proceedings
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© 2024, International Council of the Aeronautical Sciences. All rights reserved.With the development of electronics and programming in recent years, the possibility of aeronautical projects is being studied by academia and industry, with the aim of improving and adapting them to different projects for new applications and realities. One of these cases is the adaptation of projects such as the ground effect vehicles developed by the Soviet Union during the Cold War. This is an aircraft capable of flying close to the surface of the water and whose advantage is the energy saving of the propulsion of up to 40%. There are several companies developing projects of this type around the world, adapting them to the capacity and operating conditions of the different realities. In Brazil, the startup Aeroriver is developing a ground effect vehicle, the Volitan. This project aims to improve the transportation of people and cargo on the rivers of the Amazon. For the project to be successful, it is necessary to know up to what altitude this aircraft can fly to demonstrate energy savings, safety and maneuverability. A sub-scale prototype has been developed for initial testing and is currently being tested to determine the range and flight efficiency improvement of the Volitan in ground effect. Propulsion is provided by electric motors and power is supplied by a battery bank, allowing 15 minutes of flight autonomy. In this paper, the development of the electronics and instrumentation of a prototype is presented. In order to measure the efficiency of Volitan in flight, it will be equipped with load cells to measure the thrust force, RPM, the voltage and current consumed by the motors. Lidar to precisely measure the altitude in relation to the water, and a PixHawk controller used to record accelerations, speeds, position, attitude of the aircraft, etc. As results are presented the energy consumption of the batteries as a function of altitude, in flight condition in ground effect, as well as the thrust force generated by the motors, in addition to determining up to which altitude that the ground effect has a good performance and improves the efficiency of energy consumption of the Volitan.

Article 2024

The wing swept angle influence on longitudinal dynamic stability in a combat aircraft configuration

de Moura, Éder Alves , Nepomuceno, Leonardo Murilo , de Paula, Adson Agrico , da Silva, Roberto Gil Annes , Góes, Luiz Carlos Sandoval

AIAA Aviation Forum and Ascend 2024
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© 2024, American Institute of Aeronautics and Astronautics Inc, AIAA. All rights reserved.This work proposes an assessment of the delta wing sweep variation of a Generic Future Fighter in the conceptual design phase. Combat aircraft have critical control and therefore the stability analysis of these configurations is compared. Little variation in stability was observed between the 5 different configurations. This indicates that other requirements may become more relevant when designing a fighter aircraft, such as stealth and performance. Thus, this work aims to evaluate the impact of wing sweep on the longitudinal stability of fighter aircraft, considering five different sweep angles: 45°, 47°, 50°, 55°, and 60°. To conduct this analysis, a numerical evaluation, using the Vortex Lattice Method (VLM), wind tunnel results and parameter identification data from past work will be used to obtain the aerodynamic data for each configuration. The aerodynamic data will then be used in a time-domain flight simulation model to analyze the longitudinal stability of the aircraft.

Article 2024

An Augmented Reality Visualization System for Simulated Multirotor Aerial Vehicles

DE MOURA, Éder A. , Góes, Luiz Carlos S. , DA SILVA, Roberto Gil A. , DE PAULA, Adson A.

Anais Da Academia Brasileira De Ciencias , vol. 96 (1)
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© 2024, Academia Brasileira de Ciencias. All rights reserved.Multirotors Aerial Vehicles are special class of Unmanned Aerial Vehicles with many practical applications. The growing demand for this class of aircraft requires tools that speed up their development. Simulated environments have gained increasing importance, as they facilitate testing and prototyping solutions, where virtual environments allow real-time interaction with simulated models, with similar behavior to real systems. More recently, the use of Augmented Reality has allowed an increasing experience of immersion and integration between the virtual world and a real scenario. This work proposes the use of Augmented Reality technology and a simulated model of a multirotor to create an interactive flight environment, aiming to improve the user experience in the analysis of simulated models. For this purpose, a smartphone was adopted as a hardware platform, a game engine is used as a basis for the development of the Augmented Reality application, that represents a numerical simulation of the flight dynamics and the control system of a multirotor, and a game controller is adopted for user interaction. The resulting system demonstrates that Augmented Reality is a viable technology that can be used to increase the possibilities of evaluating simulated systems.

Article 2023

In-flight modal identification by operational modal analysis

Cárdenas, Elsa M. , Castillo-Zúñiga, David F. , Medina, Luis Ulises , Góes, Luiz C.S.

Journal of the Brazilian Society of Mechanical Sciences and Engineering , vol. 45 (5)
Citations: 3
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© 2023, The Author(s), under exclusive licence to The Brazilian Society of Mechanical Sciences and Engineering.Operational modal analysis (OMA) has been widely used in many fields of study because it allows identifying the modal parameters of a flexible structure in its operating condition. The system is under unknown working loads assumed to be random with broadband spectral characteristics. These hypotheses are not always easy to fulfill, generating uncertainty about identified modal parameters. This study evaluates and compares the effectiveness of two OMA techniques, enhanced frequency-domain decomposition (EFDD) and Ibrahim time domain (ITD), in the accuracy of modal parameter estimation of an unmanned aerial vehicle (UAV) structure with output-only data obtained by flight testing. To evaluate the influence of the number of sensors used in the identification of the modes, different measurements setups were considered to carry out in-flight modal identification analyses. Some works have addressed uncertainty by focusing on retesting or subdivision of a single measurement record. This work innovates in presenting an uncertainty study considering the variables that intervene in the estimation of PSD. The uncertainty in the identified modal parameters is obtained using the variability of the values of the parameters found. The modal frequencies values observed employing EFDD and ITD do not present substantial variations associated with the PSD matrix estimates. The EFDD damping ratio values show significant variability because they are mainly affected by spectral leakage, while the ITD damping ratio values are less sensitive to Welch’s method parameters variation. The root mean square deviations (RMSDs) of the frequencies values for both techniques are compared with those resulting from ground vibration testing.

Article 2023

A Synthetic Airspeed Algorithm in Frequency Domain

de Morais Véras, Vinícius Leite , Góes, Luiz C.S.

AIAA Aviation and Aeronautics Forum and Exposition AIAA Aviation Forum 2023
Citations: 3
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© 2023, American Institute of Aeronautics and Astronautics Inc, AIAA. All rights reserved.Synthetic Air Data Systems are air data parameters real-time estimation algorithms. Estimation of such parameters have been under study for a few decades. System Identification theory gives some tools for both time and frequency domain. Several studies have been conducted to investigate this problem in the time domain, but the applicability of frequency-domainal gorithms is still to be investigated. This work proposes a frequency-domain formulation for the synthetic air data problem, which is validated using a time-domain method (Recursive LeastS quares). Both methods are applied to real flight test data and estimation results are discussed. Effects of the availability of side-slip parameter are evaluated and estimates uncertainties due to model parameters accuracy (stability derivatives) are also presented.

Supervisions (53 master's, 28 phd)

53
Master's Dissertations
28
PhD Theses
81
As Advisor
5
As Co-advisor

Caroline Cristine Duarte da Silva (2023) PhD

Andrew Gomes Pereira Sarmento (2020) Master's