Luís Fernando Caparroz Duarte has a total of 45 co-authors. Here are the top co-authors by number of shared publications:


Latest Publications

  • Open Access

    FarmSync: Ecosystem for Environmental Monitoring of Barns in Agribusiness

    by Guilherme Pulizzi Costa, Geovane Yuji Aparecido Sakata, Luiz Fernando Pinto de Oliveira, Michel E. D. Chaves, Luis F. C. Duarte, Mariana Matulovic, Ricardo Fonseca Buzo, Flávio J. O. Morais

    In the current era of agricultural management practices, known as agricultural 5.0, optimal indoor environments are associated with comfortable temperatures, regulated humidity, and good air quality—essential variables to improve yields. Given this scenario, there is a need for innovative ecosystems that automate indoor environmental monitoring in an affordable and scalable way. This paper presents the scope of the development and validation of an IoT-based ecosystem designed to monitor and control environmental conditions in agricultural barns. The objective is to present a cost-effective and easily accessible environmental monitoring system for barn buildings and agricultural storage areas, promoting the welfare of animals, humans, and crops, and contributing to the sustainable development of the agricultural industry. The system integrates wireless sensors, predictive algorithms, a web interface and cloud infrastructure to optimize temperature and humidity. A proof-of-concept assessment was performed to determine whether the modular architecture offers scalability, while the responsive web interface ensures cross-device accessibility. The results show data accuracy above 95%, prediction efficiency of 96%, and increases in production yields. This solution demonstrates economic and operational advantages over existing technologies, promoting sustainability and automation in agricultural management practices in hangars and barns, in alignment with the United Nations’ Sustainable Development Goals (SDGs).


  • Open Access

    Sistema de monitoramento de borboleta eletrônica para controle de atuador eletromecânico

    by Carolina Machado Campaner, Luís Fernando Caparroz Duarte, Nicoly Frederico Rocha

    Anais do XIV Seminário de Extensão e Inovação & XXIX Seminário de Iniciação Científica e Tecnológica da UTFPR - SEI/SICITE (978-65-272-0788-7) - Sistema De Monitoramento De Borboleta Eletrônica Para Controle De Atuador Eletromecânico

  • Open Access

    PLATAFORMA ROBÓTICA EXPERIMENTAL PARA AUXÍLIO NO MANEJO AGRÍCOLA

    by Bernardo Andrade, Luís Fernando Caparroz Duarte, Francisco Sergio Dias Martins Junior

    Anais do XIV Seminário de Extensão e Inovação & XXIX Seminário de Iniciação Científica e Tecnológica da UTFPR - SEI/SICITE (978-65-272-0788-7) - Plataforma Robótica Experimental Para Auxílio No Manejo Agrícola


  • A Reconfigurable Multisensor Based on Printed Circuit Board Technology for Measuring Moisture Content and Temperature in Stored Grain

    by Adelson dos Santos, Robert Neal Dean, Elizabeth A. Guertal, Flavio J. O. Morais, Pedro Carvalhaes-Dias, Luis F. Caparroz Duarte, Jose A. Siqueira Dias

    We present the design and fabrication of a reconfigurable smart-sensor for measuring moisture content (MC) and temperature in grains stored in silos, using a capacitance fringing field interdigitated sensor and using a resistance temperature detector (RTD), both implemented on a single conventional printed circuit board. The sensor was tested in laboratory, using corn kernels with percent MC in the range of MC $= 8\%$ to MC $= 32 \%$ and, using a simple relaxation oscillator and a frequency-to-voltage converter, we measured a capacitance variation of $\Delta C = 4.99$ pf, with a sensitivity $S = 0.21 \, \rm {pF}/\%$ MC. The RTD sensor, which uses the copper resistance of the PCB tracks, was characterized in the 10 $^\circ \text{C}$ – $50~^\circ \text{C}$ temperature range and the measured results presented a very linear behavior ( $R^{2} = 0.99888$ ) when compared to the measured temperature values using a commercial sensor (LM135). A modified bridge circuit was developed, where a linear behavior of the differential output was obtained. The developed configuration allowed for the independent adjustment of both the offset and the gain in the output voltage $V_{\text {out}}$ of the bridge. The bridge signal processing circuit was calibrated using an endpoint method, and the measured points between the calibration points presented a maximum endpoint nonlinearity error of $|E_{\text {nl}}| =\,\,0.64\,\,^\circ \text{C}$ .


  • Open Access

    Desenvolvimento de sistema de análise do tempo atmosférico para aplicação em automação residencial

    by João Carlos Fróes da Cruz, Luís Fernando Caparroz Duarte

    Anais do XII Seminário de Extensão e Inovação & XXVII Seminário de Iniciação Científica e Tecnológica da UTFPR (978-85-5722-512-1) - Desenvolvimento De Sistema De Análise Do Tempo Atmosférico Para Aplicação Em Automação Residencial

  • Open Access

    Low-Cost Control and Measurement Circuit for the Implementation of Single Element Heat Dissipation Soil Water Matric Potential Sensor Based on a SnSe2 Thermosensitive Resistor

    by Flávio Morais, Pedro Carvalhaes-Dias, Yu Zhang, Andreu Cabot, Fábio S. Flosi, Luis Caparroz Duarte, Adelson Dos Santos, José A. Siqueira Dias

    A low-cost signal processing circuit developed to measure and drive a heat dissipation soil matric potential sensor based on a single thermosensitive resistor is demonstrated. The SnSe2 has a high thermal coefficient, from −2.4Ω/°C in the 20 to 25 °C to −1.07Ω/°C in the 20 to 25 °C. The SnSe2 thermosensitive resistor is encapsulated with a porous gypsum block and is used as both the heating and temperature sensing element. To control the power dissipated on the thermosensitive resistor and keep it constant during the heat pulse, a mixed analogue/digital circuit is used. The developed control circuit is able to maintain the dissipated power at 327.98±0.3% mW when the resistor changes from 94.96Ω to 86.23Ω. When the gravimetric water content of the porous block changes from dry to saturated (θw=36.7%), we measured a variation of 4.77Ω in the thermosensitive resistor, which results in an end-point sensitivity of 130 mΩ/%. The developed system can easily meet the standard requirement of measuring the gravimetric soil water content with a resolution of approximately Δθw=1%, since the resistance is measured with a resolution of approximately μ31μΩ, three orders of magnitude smaller than the sensitivity.


  • Open Access

    Optimization of the TEGs Configuration (Series/Parallel) in Energy Harvesting Systems with Low-Voltage Thermoelectric Generators Connected to Ultra-Low Voltage DC–DC Converters

    by Flávio Morais, Pedro Carvalhaes-Dias, Luís Duarte, Anderson Spengler, Kleber de Paiva, Thiago Martins, Andreu Cabot, José Siqueira Dias

    Solar radiation and human activity generate ubiquitous temperature gradients that could be harvested by thermoelectric generators (TEGs). However, most of these temperature gradients are in the range of very few degrees and, while TEGs are able to harvest them, the resulting output voltages are extremely small (a few hundreds of mV), and DC–DC converters are necessary to boost them to usable levels. Impedance matching between TEGs and DC–DC converter plays a fundamental role in the energy harvesting efficiency. Therefore, it is essential to determine the output power of the system in different configurations, in order to decide on the optimum TEG connection. Here, we present an electronic circuit to measure the maximum power that can be harvested with low-voltage TEGs connected to a DC–DC converter. The developed circuit is an electronic controlled load that drains the maximum current from the output of the DC–DC converter while maintaining its output voltage at the maximum allowed value. Using a mechanical set-up able to apply precise low temperature gradients between the hot and cold side of the TEGs, experimental data using different configurations of TEGs are obtained. The measured results show that, for ultra-low voltages, the TEG ensemble’s output impedance plays an important role not only in the amount of the energy scavenged, but also in the onset temperature of the energy harvesting.


  • Open Access

    Fringing Field Capacitive Smart Sensor Based on PCB Technology for Measuring Water Content in Paper Pulp

    by Flávio Morais, Pedro Carvalhaes-Dias, Luís Duarte, Eduardo Costa, Alexandre Ferreira, José Siqueira Dias

    We present a capacitive smart sensor based on printed circuit board (PCB) technology to measure the amount of water content in a paper pulp at the wet end of a paper machine. The developed sensor incorporates in the same PCB the signal processing circuits. It is a handheld portable device, and its output is sent to the reading equipment using a Bluetooth wireless connection, providing to the sensor’s operator ease of mobility around the wet end of a paper machine. The prototype was tested in a laboratory, using a wire mesh to emulate the end of a paper machine, and we were able to measure and easily detect when it reaches the water content in the range of 90% to 92%, as required in the paper fabrication process. Standard deviation of the capacitance measurements at various moisture levels is four orders of magnitude smaller than the mean. The smart sensor was tested in the 20°C to 40°C temperature range, in a paper pulp with a gravimetric water content of 91%. Since the variation of capacitance with temperature is practically linear, we propose a simple linear compensation equation to correct the observed sensitivity with the temperature. To keep the signal processing circuits small, low cost, simple, and robust, a novel direct interface sensor to microcontroller circuit technique was used to make the capacitive measurement, allowing for measuring small capacitance deviations without high-frequency oscillators. It was shown that it is possible to integrate the signal processing circuits in the top layer of the PCB interdigitated sensor without adding noise or degrading the performance of the capacitive sensor.


  • Open Access

    Autonomous Soil Water Content Sensors Based on Bipolar Transistors Encapsulated in Porous Ceramic Blocks

    by Pedro Carvalhaes-Dias, Flávio J.O. Morais, Luís F. C. Duarte, Andreu Cabot, J. A. Siqueira Dias

    We present an autonomous sensor to measure soil water content that uses a single heat pulse probe based on a transistor encapsulated in a porous block. The sensor uses a bipolar junction transistor, which performs as both a heating and temperature-sensing element. Since the sensor depends on a porous block to measure the matric potential of the soil, it does not suffer from accuracy problems if the contact between the probe and the soil is not perfect. A prototype of the sensor showed a temperature variation of Δ T = 2.9   ∘ C when the porous ceramic was saturated with water. The sensor presented an almost linear behavior for small changes in the matric potential of a red latosol when tested in the 1-kPa and 35-kPa pressure range, showing a sensitivity of S = 0.015   ∘ C/kPa. The ultra-low power signal conditioning circuit can read the sensor’s temperature with a resolution of approximately 0.02   ∘ C, so the matric potential can be read in increments of at least 1.33 kPa. When powered only by a 2-F supercapacitor from the energy-harvesting system, the interrogation circuit is able to take one soil water content measurement per day, for eleven days.


  • A Multiprobe Heat Pulse Sensor for Soil Moisture Measurement Based on PCB Technology

    by Maria Bernadete de Morais Franca, Flavio J. O. Morais, Pedro Carvalhaes-Dias, Luis Caparroz Duarte, Jose A. Siqueira Dias

    Heat dissipation sensors operate based on the temperature dependence of the transient heat conduction within the soil, which is a function of the soil characteristics and its water content. After a heat pulse with controlled energy is applied to a heater, it is possible to show that the maximum temperature rise Δ TM measured in the temperature sensing element can be related to the volumetric water content of the soil θv [m³ , m⁻³]. The design and fabrication of a low-cost soil moisture multiprobe heat pulse sensor system using conventional printed circuit boards and surface-mount devices is presented. The proposed sensor is free of the needles' deflection problem present in conventional multiprobe sensors and is manufactured using conventional off-the-shelf electronic components. A precision low-power electronic signal conditioning circuit, using an instrumentation switched-capacitor building block, was developed and successfully used in the prototype. Due to an energy-efficient topology for the sensor and a low-power signal conditioning circuit, the average current consumption of the system (with one measurement per day) is only 3 μA. To demonstrate the feasibility of the concept, a prototype of the sensor was tested in soils with volumetric humidity in the range from θv = 0.05 m³ , m⁻³ to θv = 0.41 m³ , m⁻³ and, with a very low heating energy pulse (3 J), showed a sensitivity, normalized by the total energy applied, Γ = 211 x 10⁻³ °C , m³ , m⁻³ , J⁻¹. Compared with a button heat pulse probe sensor which has Γ = 192 x 10⁻³ °C , m³ , m⁻³ , J⁻¹, the developed sensor shows a higher normalized sensitivity.