HardwareXPub Date : 2025-12-01Epub Date: 2025-11-07DOI: 10.1016/j.ohx.2025.e00720
Koami Soulemane Hayibo , Joshua M. Pearce
{"title":"Jericho open resistive data logger: An open-source modular weather station and monitoring system for long-term solar photovoltaic outdoor experimentation","authors":"Koami Soulemane Hayibo , Joshua M. Pearce","doi":"10.1016/j.ohx.2025.e00720","DOIUrl":"10.1016/j.ohx.2025.e00720","url":null,"abstract":"<div><div>Environmental and energy production monitoring systems not only provide data acquisition (DAQ) but now supervisory control and data acquisition (SCADA) for both meteorological and solar photovoltaic (PV) research. DIY systems are often not robust enough for research and proprietary systems are often economically prohibitive. The Jericho Open Resistive Data Logger (RDL) platform bridges this gap between low-cost DIY devices and high-cost proprietary DAQs. It integrates a custom RDL, Arduino Nano, modular I<sup>2</sup>C expansion, and a Raspberry Pi for edge processing into a robust, open-source platform. Supporting multiple sensor protocols (analog, digital, resistive, I<sup>2</sup>C, SDI-12, and USB) and long-distance wired transmission, the system enables reproducible, research-grade data collection at less than half of the cost of proprietary stations. Statistical comparison of irradiance, relative humidity and temperature and wind speed were bench marked against a proprietary system and found to be well within acceptable differences for validation although wind speed was found to have the highest deviation. Two independent open-source units confirm excellent inter-device repeatability across all measured variables. By combining environmental and PV monitoring within a unified platform, Jericho Open RDL provides an accessible and adaptable solution for distributed renewable energy and environmental research.</div></div>","PeriodicalId":37503,"journal":{"name":"HardwareX","volume":"24 ","pages":"Article e00720"},"PeriodicalIF":2.1,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145736467","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
HardwareXPub Date : 2025-12-01Epub Date: 2025-09-06DOI: 10.1016/j.ohx.2025.e00695
Alex Kana-Chuctaya, Alexander Hilario-Tacuri
{"title":"Development of a prototype antenna radiation pattern measurement system using Software-Defined Radio","authors":"Alex Kana-Chuctaya, Alexander Hilario-Tacuri","doi":"10.1016/j.ohx.2025.e00695","DOIUrl":"10.1016/j.ohx.2025.e00695","url":null,"abstract":"<div><div>This work presents the design and implementation of an automated prototype system for measuring antenna radiation patterns, using Software Defined Radio (SDR), a stepper motor-driven rotational platform, and custom 3D printed components. The system is powered by a Raspberry Pi processing unit, equipped with a touchscreen interface for real-time control and data visualization. The prototype enables automated 360°sweeps in either the horizontal (azimuth) or vertical (elevation) plane, facilitating signal strength measurements across a broad sub-6 GHz frequency range (70 MHz – 5.9 GHz). The prototype was validated by measuring the radiation pattern of an ultra-wide band (700 to 6000 MHz) flexible antenna under far-field conditions and in non-anechoic environment, demonstrating its practical applicability with acceptable accuracy. Performance was evaluated by comparing the measured radiation patterns against the manufacturer’s reference data, yielding a root mean square error (RMSE) and a mean absolute error (MAE) below 0.172 (3.260 dB) and 0.139 (2.625 dB), respectively. These results indicate that the prototype offers a low-cost, reliable, modular, and adaptable solution for antenna characterization, suitable for both academic research and practical telecommunications applications. Furthermore, the hardware and software are open source, promoting ease of replication and enabling future enhancements.</div></div>","PeriodicalId":37503,"journal":{"name":"HardwareX","volume":"24 ","pages":"Article e00695"},"PeriodicalIF":2.1,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145099452","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
HardwareXPub Date : 2025-12-01Epub Date: 2025-09-22DOI: 10.1016/j.ohx.2025.e00706
H. Díaz, E. Macea, R. Escobar, S. Beebe, J. Tohme, B. Raatz
{"title":"PowderBot: An automated device for decision-making in crop breeding programs based on DNA extraction from seed powder","authors":"H. Díaz, E. Macea, R. Escobar, S. Beebe, J. Tohme, B. Raatz","doi":"10.1016/j.ohx.2025.e00706","DOIUrl":"10.1016/j.ohx.2025.e00706","url":null,"abstract":"<div><div>This paper presents the design, construction, operation, and evaluation of PowderBot, a purpose-built, open-source, low-cost machine (∼US$ 5000) that automates DNA extraction from ungerminated seeds. The device drills into the seed cotyledon, where the genetic information of the prospective plant is stored. It then transfers the pure, powdered samples directly to well-plates for analysis. This reduces time and other research resources and can accelerate crop varietal improvement, ultimately contributing to more efficient and successful crop breeding programs. At CIAT́s campus, we have validated the method for obtaining seed-tissue material from common beans for DNA extraction and subsequently genotyping agronomically interesting lines, using the bc-3 molecular marker. Three genotyping trials were carried out using this method, which generated consistent results, regardless of the number of perforations made to the seed. This leads us to infer that the method works effectively and can be applied for marker assisted selection (MAS) in bean and other crop breeding programs. Finally, germination and vigor tests indicated the sampling process did not significantly compromise perforated seed germination rate, physiological quality or viability.</div></div>","PeriodicalId":37503,"journal":{"name":"HardwareX","volume":"24 ","pages":"Article e00706"},"PeriodicalIF":2.1,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145159238","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
HardwareXPub Date : 2025-12-01Epub Date: 2025-09-05DOI: 10.1016/j.ohx.2025.e00698
Henry W. Hall, Lui Holder-Pearson, Cong Zhou, J. Geoffrey Chase
{"title":"A modular open-source platform for electrical impedance tomography applications","authors":"Henry W. Hall, Lui Holder-Pearson, Cong Zhou, J. Geoffrey Chase","doi":"10.1016/j.ohx.2025.e00698","DOIUrl":"10.1016/j.ohx.2025.e00698","url":null,"abstract":"<div><div>Electrical impedance Tomography (EIT) is a developing medical imaging technology with several benefits over current screening modalities. EIT can produce real time images for a lower cost and with fewer health risks than most common screening techniques. However, EIT is still the subject of research due to a lack of spatial resolution.</div><div>This work demonstrates an EIT device capable of injecting current into a test subject and measuring the induced boundary voltages from electrodes. The device was designed to be flexible, allowing for different avenues of research to be pursued. Commercial devices do not allow changes to imaging protocols and so are not suitable for most research. The device is split into four different PCBs that can be altered easily. This design allows additional channels or rings of electrodes to be added to the device. The bandwidth of the voltage acquisition board is between 1 kHz and 2 MHz. This bandwidth limits the frequency components of signals that the device can detect. The Current stimulation board can generate arbitrary signals with frequency components up to 2 MHz. The modular circuit design and large bandwidth of the device allow for easy changes to imaging protocols. However, this flexibility means the device is not optimized for a single use case.</div><div>The device can accurately detect targets in a saline tank when used with the open-source reconstruction software, GREIT. It has a mean Signal to Noise Ratio (SNR) of 85.4 dB and a mean homogenous reconstruction accuracy of 85.5 %. Overall, this study demonstrates the functionality and theory of an Open-Source EIT device that can be used to assist research.</div></div>","PeriodicalId":37503,"journal":{"name":"HardwareX","volume":"24 ","pages":"Article e00698"},"PeriodicalIF":2.1,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145020615","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
HardwareXPub Date : 2025-12-01Epub Date: 2025-09-06DOI: 10.1016/j.ohx.2025.e00688
Ferdinand Lange, Sascha Beutel
{"title":"Advancing IoT in the lab: Next generation Gateway-Module for laboratory device integration","authors":"Ferdinand Lange, Sascha Beutel","doi":"10.1016/j.ohx.2025.e00688","DOIUrl":"10.1016/j.ohx.2025.e00688","url":null,"abstract":"<div><div>This article introduces the next generation of the Gateway-Module, which is designed to simplify experimental setups and to further advance digitization. Based on the innovative work of Porr et al. in 2020, the Gateway-Module-v3 replaces the single board computer (SBC) with a Phytec i.MX 8M Plus (phycore-imx8mp) System on Module (SoM). This upgrade significantly reduces the physical size of the module to a compact 5.4 cm width, length, and height. Gateway-Module-v3 seamlessly integrates with standards such as Standard in Laboratory Automation (SiLA 2) and Open Platform Communication Unified Architecture (OPC-UA), advancing the digitization and efficiency of laboratory operations. At the center of its innovation is the tty2eth management module, which provides robust remote monitoring and maintenance using SSH and Prometheus metrics to ensure that experiments run smoothly even from remote locations. The Gateway-Module-v3 offers a wide range of connectivity options, including GPIO, USB and serial ports, making it adaptable to a variety of applications. Rigorous stress testing has confirmed its reliability and performance under demanding conditions, highlighting the suitability for both laboratory and remote scenarios. With its advanced functionality and connectivity, the Gateway-Module-v3 is ready to support researchers, advance their work, and will serve as a fundamental resource for current and future needs.</div></div>","PeriodicalId":37503,"journal":{"name":"HardwareX","volume":"24 ","pages":"Article e00688"},"PeriodicalIF":2.1,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145050145","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
HardwareXPub Date : 2025-12-01Epub Date: 2025-09-15DOI: 10.1016/j.ohx.2025.e00700
Shinjer Li , Samuel J. Rubin , Tyler Meldrum
{"title":"RAMM: A Robotic, Autonomous Magnetic field Mapper","authors":"Shinjer Li , Samuel J. Rubin , Tyler Meldrum","doi":"10.1016/j.ohx.2025.e00700","DOIUrl":"10.1016/j.ohx.2025.e00700","url":null,"abstract":"<div><div>Accurate spatial mapping of magnetic fields is crucial for a range of scientific, industrial, and medical magnetic devices. Here, we present RAMM: a Robotic, Autonomous Magnetic field Mapper. RAMM consists of a delta-style 3D robot coupled with a three-axis Hall sensor that is able to measure magnetic fields accurately and at relatively low cost. In addition, RAMM is programmatically controlled via a Python interface, facilitating volumetric measurement of <span><math><mi>x</mi></math></span>, <span><math><mi>y</mi></math></span>, and <span><math><mi>z</mi></math></span>-components of magnetic fields ranging from the millitesla to single-digit Tesla range. We demonstrate the performance of RAMM, via detailed 3D-maps of the magnetic fields of several different sizes and arrangements of permanent magnets, and demonstrate agreement between measured and manufacturer-reported field gradient values. RAMM is easy to build, affordable, and suitable for teaching and research applications.</div></div>","PeriodicalId":37503,"journal":{"name":"HardwareX","volume":"24 ","pages":"Article e00700"},"PeriodicalIF":2.1,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145099454","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"eLogUp! A precise, affordable and open-source IoT data logger to scale-up long-term environmental monitoring","authors":"Franck Perret , Ilane Cherif , Frédéric Cherqui , Nicolas Walcker , Adrien Barra , Bastien Bourjaillat , Laëtitia Bacot , Oldrich Navratil","doi":"10.1016/j.ohx.2025.e00660","DOIUrl":"10.1016/j.ohx.2025.e00660","url":null,"abstract":"<div><div>eLogUp! is a low-cost, modular, and open-source data logger designed to support both research and operational environmental monitoring applications requiring accurate data recording and storage, efficient power management, and reliable data transmission. It serves as a key component for the implementation of effective Low-Cost Network Sensor (LCNS) systems, enhancing environmental observation capabilities. eLogUp! consists of a custom-designed PCB integrated with an Arduino® MKR microcontroller, enabling data acquisition from a wide range of analog and digital sensors, such as temperature, water level, and humidity probes, with user-defined sampling intervals. A distinctive feature of eLogUp! is its auto-wake-up function, which powers down the system between measurements to optimize energy consumption. It also integrates several electronic components (e.g. RTC) to minimize the overall footprint of the system. The system can thus operate on a small LiPo battery and solar panel. Data transmission can be carried out using different protocols (e.g., WiFi, GSM, or LoRaWAN). Developed as an alternative to commercial environmental data loggers, which are often expensive, overly specialized, proprietary, or limited to a narrow set of parameters, eLogUp! offers an affordable, adaptable, and open-source solution. This makes it a versatile tool for environmental researchers, field practitioners, and citizen science initiatives, providing a scalable and accessible approach to long-term environmental data collection.</div></div>","PeriodicalId":37503,"journal":{"name":"HardwareX","volume":"23 ","pages":"Article e00660"},"PeriodicalIF":2.0,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144471398","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
HardwareXPub Date : 2025-09-01Epub Date: 2025-07-22DOI: 10.1016/j.ohx.2025.e00672
Franco Alessandro Arenas Mamani , Gustavo Bryam Capira Malcoaccha , Marco Antonio Blanco Quicaño , Leonardo Gabriel Prado Gutierrez , German Alberto Echaiz Espinoza , Erasmo Sulla Espinoza , Andres Ortiz Salazar
{"title":"Design, assembly, and tuning of a multipurpose FPV drone: A flexible and low-cost alternative","authors":"Franco Alessandro Arenas Mamani , Gustavo Bryam Capira Malcoaccha , Marco Antonio Blanco Quicaño , Leonardo Gabriel Prado Gutierrez , German Alberto Echaiz Espinoza , Erasmo Sulla Espinoza , Andres Ortiz Salazar","doi":"10.1016/j.ohx.2025.e00672","DOIUrl":"10.1016/j.ohx.2025.e00672","url":null,"abstract":"<div><div>This article details the design, assembly, and tuning of a multipurpose FPV (First Person View) drone designed as a budget-friendly and customizable alternative to professional-grade drone model. Built with a focus on performance, adaptability, durability, and ease of repair, the <em>APdrone</em> (All Purpose Drone) incorporates high-quality components such as a carbon fiber frame, brushless motors, and advanced flight controllers. To ensure optimal flight characteristics, a comprehensive tuning process was performed using empirical adjustments, supported by controlled testing environments, to optimize PID parameters (<span><math><msub><mrow><mi>K</mi></mrow><mrow><mi>p</mi></mrow></msub></math></span>, <span><math><msub><mrow><mi>K</mi></mrow><mrow><mi>i</mi></mrow></msub></math></span>, <span><math><msub><mrow><mi>K</mi></mrow><mrow><mi>d</mi></mrow></msub></math></span>) to achieve stable and precise flight performance. Testing demonstrated a flight time of approximately 8 min under standard conditions with a maximum payload capacity of 0.98 kg. Importantly, the <em>APdrone</em> offers operational flexibility and significant cost savings (USD 647.09), compared to high-end drones like the DJI Mavic 3 Pro, while maintaining comparable functionality and allowing for customization. To encourage accessibility, reproducibility and further development, open-source design files, including CAD schematics, firmware configurations, and assembly instructions, are provided. The <em>APdrone</em> serves as a scalable platform for research, recreational use, and advancements within the UAV (Unmanned Aerial Vehicle) field.</div></div>","PeriodicalId":37503,"journal":{"name":"HardwareX","volume":"23 ","pages":"Article e00672"},"PeriodicalIF":2.1,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144724949","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"OpenThruster: An open-source, mostly 3D-printed thruster for marine vehicles","authors":"Milind Fernandes , Soumya Ranjan Sahoo , Mangal Kothari","doi":"10.1016/j.ohx.2025.e00680","DOIUrl":"10.1016/j.ohx.2025.e00680","url":null,"abstract":"<div><div>Thrusters are essential components of marine robotic vehicles for surface or underwater use. However, their high cost often makes them inaccessible to hobbyists, early-career researchers, and citizen scientists. With advancements in 3D printing, several do-it-yourself (DIY) thruster designs have emerged, allowing assembly using off-the-shelf components. However, most existing designs provide only printable files. These often lack detailed source information and, more importantly, performance data. This work presents the design, and an updated and expanded evaluation of the open-source OpenThruster project, with a focus on performance variability, fabrication methods, and dynamic modeling. OpenThruster is an open-source, low-cost, and mostly 3D-printed thruster for marine applications. The thruster itself is designed and simulated using open-source software. Performance evaluation is performed using off-the-shelf components and, wherever possible, open-source hardware. To ensure broad accessibility and long-term availability, we selected one of the most widely available drone motors and tested units with identical specifications from various vendors to assess consistency. Experimental validation involved a VESC6 driver board and bollard thrust measurements using a load cell setup in pool water. We also evaluated propellers produced, via three different 3D printing techniques. The thrusters consistently produced an average peak thrust of 18 N at 310 W, with fabrication costs kept under 500 INR (approximately $6). While thrust variation across ten motors from different vendors reached up to 11%, a one-way ANOVA test indicated no statistically significant difference between them. However, propellers made with different printing methods demonstrated significant differences in thrust output.</div></div>","PeriodicalId":37503,"journal":{"name":"HardwareX","volume":"23 ","pages":"Article e00680"},"PeriodicalIF":2.1,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144739504","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
HardwareXPub Date : 2025-09-01Epub Date: 2025-06-04DOI: 10.1016/j.ohx.2025.e00663
Deema Balalta, Sara Bals
{"title":"Low-cost 3D-printed mask system for versatile selective sample deposition on in situ TEM chips","authors":"Deema Balalta, Sara Bals","doi":"10.1016/j.ohx.2025.e00663","DOIUrl":"10.1016/j.ohx.2025.e00663","url":null,"abstract":"<div><div><em>In situ</em> liquid electron microscopy has emerged as a powerful technique for studying dynamic processes at the nanoscale. However, selective deposition of samples on <em>in situ</em> biasing MEMS chips is far from straightforward due to the relatively small area of the electron-transparent window and the compact design of the three electrodes. This is particularly challenging for samples dispersed in solvents or those fabricated through physical vapor deposition. Here, we address these challenges by proposing a simple, low-cost, 3D-printed loading stage with an integrated mask system. Our design enables controlled deposition, as demonstrated by the successful deposition of AuPdPt nanoparticles from liquid suspension, sputtered Au clusters, and a cluster-based Au thin film onto the working electrode. The design can be easily fabricated in any electron microscopy lab, making it accessible and adaptable to various MEMS <em>in situ</em> chips and sample types.</div></div>","PeriodicalId":37503,"journal":{"name":"HardwareX","volume":"23 ","pages":"Article e00663"},"PeriodicalIF":2.0,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144240527","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}