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13 pages, 1863 KB  
Article
A Compact 2.3 μm DFB-Laser CO Sensor Using MPC-LITES for Real-Time Monitoring of Cigarette Smoke
by Leqing Lin, Haoyang Lin, Guantian Hong, Jianfeng He, Lihao Wang, Ruobin Zhuang, Wenguo Zhu, Yongchun Zhong, Jianhui Yu and Huadan Zheng
Sensors 2025, 25(22), 6894; https://doi.org/10.3390/s25226894 - 12 Nov 2025
Abstract
A compact and high-sensitivity carbon monoxide (CO) detection system based on multi-pass cell enhanced light-induced thermoelastic spectroscopy (MPC-LITES) was developed for real-time monitoring. A 2.3 μm distributed feedback (DFB) diode laser targeting the CO absorption line at 4300.699 cm−1 was employed, offering [...] Read more.
A compact and high-sensitivity carbon monoxide (CO) detection system based on multi-pass cell enhanced light-induced thermoelastic spectroscopy (MPC-LITES) was developed for real-time monitoring. A 2.3 μm distributed feedback (DFB) diode laser targeting the CO absorption line at 4300.699 cm−1 was employed, offering strong line intensity and minimal interference from H2O, CO2, NO2, and SO2. The optimal modulation depth of 0.76 cm−1 produced the maximum second harmonic (2f) signal. Experimental results demonstrated excellent linearity (R2 = 0.998) and a minimum detection limit of 230 ppb at 1 s, further reduced to 47 ppb at 367 s by Allan deviation analysis. Application tests were carried out for real-time monitoring of cigarette smoke in a 20 m2 indoor environment. Under closed conditions, the CO concentration rapidly increased to approximately 165 ppm, while in ventilated conditions, it peaked at 45 ppm and decayed quickly due to air exchange. The results confirm that the proposed MPC-LITES sensor enables accurate, real-time detection of transient CO variations, demonstrating strong potential for indoor air quality evaluation, environmental safety, and public health protection. Full article
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25 pages, 25190 KB  
Article
Collaborative Vehicle-Mounted Multi-UAV Routing and Scheduling Optimization for Remote Sensing Observations
by Bing Du, Anqi Tang, Huping Ye, Huanyin Yue, Chenchen Xu, Lina Hao, Hongbo He and Xiaohan Liao
Drones 2025, 9(11), 783; https://doi.org/10.3390/drones9110783 - 11 Nov 2025
Abstract
Vehicle-mounted multi-UAV (VM-UAV) systems offer enhanced flexibility and rapid deployment for large-scale remote sensing tasks such as disaster response and land surveys. However, maximizing their operational efficiency remains challenging, as it requires the simultaneous resolution of task scheduling and coverage path planning—an NP-hard [...] Read more.
Vehicle-mounted multi-UAV (VM-UAV) systems offer enhanced flexibility and rapid deployment for large-scale remote sensing tasks such as disaster response and land surveys. However, maximizing their operational efficiency remains challenging, as it requires the simultaneous resolution of task scheduling and coverage path planning—an NP-hard problem. This study presents a novel multi-objective genetic algorithm (GA) framework that jointly optimizes routing and scheduling for cost-constrained, load-balanced multi-UAV remote sensing missions. To improve convergence speed and solution quality, we introduce two innovative operators: a Multi-Region Edge Recombination Crossover (MRECX) to preserve superior path segments from parents and an Adaptive Hybrid Mutation (AHM) mechanism that dynamically adjusts mutation strategies to balance exploration and exploitation. The algorithm minimizes total flight distance while equalizing workload distribution among UAVs. Extensive simulations and experiments demonstrate that the proposed GA significantly outperforms conventional GA, particle swarm optimization (PSO), ant colony optimization (ACO), and clustering-based planning methods in both solution quality and robustness. The practical applicability of our framework is further validated through two real-world case studies. The results confirm that the proposed approach delivers an effective and scalable solution for vehicle-mounted multi-UAV scheduling and path planning, enhancing operational efficiency in time-critical remote sensing applications. Full article
(This article belongs to the Special Issue Path Planning, Trajectory Tracking and Guidance for UAVs: 3rd Edition)
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11 pages, 2146 KB  
Communication
Structural Design and Experimental Investigation of a 1.65 µm Tapered Semiconductor Laser with InGaAlAs MQWs (On InP)
by Yuan Feng, Weichen Geng, Jinghang Yang, Zhipeng Wei, Jilong Tang, Cong Zhang, Huimin Jia and Lijun Guo
Photonics 2025, 12(11), 1107; https://doi.org/10.3390/photonics12111107 - 10 Nov 2025
Viewed by 137
Abstract
This paper presents the design and fabrication of a 1.65 μm tapered semiconductor laser based on an InGaAlAs multiple quantum well structure (grown) on InP. Through theoretical modeling and parametric optimization simulations, it was established that an etching depth of 0.8 μm for [...] Read more.
This paper presents the design and fabrication of a 1.65 μm tapered semiconductor laser based on an InGaAlAs multiple quantum well structure (grown) on InP. Through theoretical modeling and parametric optimization simulations, it was established that an etching depth of 0.8 μm for the ridge waveguide and a taper angle of 6° effectively confine the optical field and suppress high-order mode lasing. Based on these optimized parameters, a tapered semiconductor laser with a ridge width of 2 μm and a cavity length of 2000 μm was successfully fabricated. Systematic characterization was conducted under continuous-wave operation at 25 °C. The device exhibits outstanding overall performance: a maximum continuous-wave output power of 19.3 mW, a peak wavelength of 1653 nm, a spectral line width of 0.793 nm, and a side-mode suppression ratio (SMSR) as high as 49 dB, demonstrating excellent spectral purity. Far-field measurements further reveal that at an injection current of 30 mA, the vertical and horizontal far-field divergence angles are 41.02° and 15.26°, respectively, with a well-defined Gaussian beam profile. This study provides an effective technical approach for the design and fabrication of high-performance semiconductor lasers in the 1.65 μm band. The developed device shows significant potential for applications in free-space optical communication, LiDAR, and gas sensing. Full article
(This article belongs to the Special Issue Modern Semiconductor Lasers: From VCSELs to QCLs)
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26 pages, 355 KB  
Review
Satellite-Based Methane Emission Monitoring: A Review Across Industries
by Seyed Mostafa Mehrdad and Ke Du
Remote Sens. 2025, 17(22), 3674; https://doi.org/10.3390/rs17223674 - 8 Nov 2025
Viewed by 206
Abstract
Satellite remote sensing has become an increasingly important approach for detecting and quantifying methane emissions across spatial and temporal scales. While most reviews in the literature have addressed aspects of methane monitoring, they often focus primarily on satellite platforms or provide discussions on [...] Read more.
Satellite remote sensing has become an increasingly important approach for detecting and quantifying methane emissions across spatial and temporal scales. While most reviews in the literature have addressed aspects of methane monitoring, they often focus primarily on satellite platforms or provide discussions on retrieval methodologies. This review offers an integrated assessment of recent developments in satellite-based methane detection, combining technical evaluations of satellite instruments with detailed analysis of retrieval techniques and sector-specific applications. The paper distinguishes between area flux mappers and point-source imagers and reviews both established and recent satellite missions, including GHGSat, MethaneSAT, and PRISMA. Retrieval methods are critically compared, covering full-physics models, CO2 proxy approaches, optimal estimation, and emerging data-driven techniques such as machine learning. The review further examines methane emission characteristics in key sectors, i.e., oil and gas, coal mining, agriculture, and waste management, and discusses how satellite data are applied in emission estimation and mitigation contexts. The paper concludes by identifying technical and operational challenges and outlining research directions to enhance the accuracy, accessibility, and policy relevance of satellite-based methane monitoring. Full article
(This article belongs to the Special Issue Using Remote Sensing Technology to Quantify Greenhouse Gas Emissions)
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16 pages, 19565 KB  
Article
High-Performance Ethylene Glycol Room-Temperature Gas Sensor Based on Biomass-Derived Na-Doped Porous Carbon Microtubules
by Yan Xu, Qihua Sun, Jialin Li, Zhaofeng Wu and Haiming Duan
Nanomaterials 2025, 15(22), 1686; https://doi.org/10.3390/nano15221686 - 7 Nov 2025
Viewed by 251
Abstract
Ethylene glycol (EG) is a vital industrial raw material. However, it has the potential to be hazardous to the environment and human health. High operating temperatures and long response/recovery times limit the wide application of EG sensors. Thus, we need to develop high-performance [...] Read more.
Ethylene glycol (EG) is a vital industrial raw material. However, it has the potential to be hazardous to the environment and human health. High operating temperatures and long response/recovery times limit the wide application of EG sensors. Thus, we need to develop high-performance room-temperature EG-sensing materials. This paper proposes the direct hydrothermal carbonization of magnolia hair to prepare porous microtubular carbon (CMH) for room-temperature EG sensing. SEM, TEM, and XPS characterization showed that the CMH exhibited a porous microtubular structure and contained Na, which enhanced the adsorption capacity of the CMH for ethylene glycol gas. The CMH sensor exhibits a high response (156.4) to 500 ppm ethylene glycol gas at room temperature with moderate response/recovery time (14.2/37.3 s). It exhibits good linearity in measuring EG gases in the 10–100 ppm range, with a 0.292 ppm theoretical detection limit. Additionally, CMH sensors provide excellent repeatability and long-term stability. The synergistic effect of microtubule porous structure and Na doping is the main reason for enhancing the response of the sensor to EG gas. On this basis, the gas-sensitive enhancement mechanism of CMH was analyzed. The results show that biomass carbon materials provide a new method to prepare high-performance EG gas sensors. Full article
(This article belongs to the Section Nanoelectronics, Nanosensors and Devices)
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20 pages, 3654 KB  
Article
NO2 Detection Using Hierarchical WO3 Microflower-Based Gas Sensors: Comprehensive Study of Sensor Performance
by Paulo V. Morais, Pedro H. Suman and Marcelo O. Orlandi
Chemosensors 2025, 13(11), 390; https://doi.org/10.3390/chemosensors13110390 - 6 Nov 2025
Viewed by 179
Abstract
Monitoring nitrogen dioxide (NO2) in various scenarios is crucial due to its significant environmental impact as a hazardous gas which is emitted by several industrial sectors. This study reports the optimized synthesis of WO3 flower-like structures using the microwave-assisted hydrothermal [...] Read more.
Monitoring nitrogen dioxide (NO2) in various scenarios is crucial due to its significant environmental impact as a hazardous gas which is emitted by several industrial sectors. This study reports the optimized synthesis of WO3 flower-like structures using the microwave-assisted hydrothermal method under various experimental conditions, resulting in the optimized sample designated MF-WO3-K2. Structural, morphological, and chemical characterizations revealed that WO3 microflowers (MF-WO3-K2) exhibit a hexagonal crystalline phase, a bandgap of 2.4 eV, and a high specific surface area of 61 m2/g. The gas-sensing performance of WO3 microflowers was investigated by electrical measurements of six similarly fabricated MF-WO3-K2 sensors. The MF-WO3-K2 sensors demonstrated a remarkable sensor signal of 225 for 5 ppm NO2 at 150 °C and response/recovery times of 14.5/2.4 min, coupled with outstanding selectivity against potential interfering gases such as CO, H2, C2H2, and C2H4. Additionally, the sensors achieved a low detection limit of 65 ppb for NO2 at 150 °C. The exceptional sensing properties of WO3 microflowers are attributed to the abundance of active sites on the surface, large specific surface area, and the presence of pores in the material that facilitate the diffusion of NO2 molecules into the structure. Overall, the WO3 microflowers demonstrate a promising ability to be used as a sensitive layer in high-performance chemiresistive gas sensors due to their high sensor performance and good reproducibility for NO2 detection. Full article
(This article belongs to the Special Issue Functional Nanomaterial-Based Gas Sensors)
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22 pages, 5264 KB  
Article
Development of Compact Electronics for QEPAS Sensors
by Vincenzina Zecchino, Luigi Lombardi, Cristoforo Marzocca, Pietro Patimisco, Angelo Sampaolo and Vincenzo Luigi Spagnolo
Sensors 2025, 25(21), 6718; https://doi.org/10.3390/s25216718 - 3 Nov 2025
Viewed by 307
Abstract
Remarkable advances in Quartz-Enhanced Photoacoustic Spectroscopy (QEPAS) made it one of the most effective gas-sensing techniques in terms of sensitivity and selectivity. Consequently, its range of possible applications is continuously expanding, but in some cases is still limited by the cost and/or size [...] Read more.
Remarkable advances in Quartz-Enhanced Photoacoustic Spectroscopy (QEPAS) made it one of the most effective gas-sensing techniques in terms of sensitivity and selectivity. Consequently, its range of possible applications is continuously expanding, but in some cases is still limited by the cost and/or size of the equipment needed to im-plement a complete QEPAS sensor. In particular, bulky and expensive lab instruments are often used to realize the electronic building blocks required by this technique, which prevents, for instance, integration of the system on board a drone. This work addresses this issue by presenting the development of compact electronic modules for a QEPAS sensor. A very low-noise, fully differential preamplifier for the quartz tuning fork, with digital output and programmable gain, has been designed and realized. A compact FPGA board hosts both an accurate function generation module, which synthesizes the signals needed to modulate the laser source, and an innovative lock-in amplifier based on the CORDIC algorithm. QEPAS sensors based on the designed electronics have been used for the detection of H2O and CO2 in ambient air, proving the full functionality of all the blocks. These results highlight the potential of compact electronics to promote portable and cost-effective QEPAS applications. Full article
(This article belongs to the Special Issue Laser Spectroscopy Sensing for Gas Detection)
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12 pages, 8391 KB  
Article
Research on Os-Modified C3N Nanosheets for Sensing and Adsorbing Dissolved Gases in 10 kV Distribution Transformer Oil for Fault Diagnosis
by Yuanhao Zheng, Haixia Wang, Fei Wang and Hongbo Zou
Processes 2025, 13(11), 3517; https://doi.org/10.3390/pr13113517 - 2 Nov 2025
Viewed by 220
Abstract
Online monitoring technology for transformers is a crucial safeguard for power supply, and diagnosing dissolved gases in 10 kV distribution transformer oil is considered an effective criterion for transformer fault detection. Using density functional theory, this paper simulated the adsorption process of five [...] Read more.
Online monitoring technology for transformers is a crucial safeguard for power supply, and diagnosing dissolved gases in 10 kV distribution transformer oil is considered an effective criterion for transformer fault detection. Using density functional theory, this paper simulated the adsorption process of five dissolved gases in a 10 kV distribution transformer on Os-modified C3N nanosheets, and by calculating the band structure, differential charge density, density of states, and work function, the related sensing and adsorption mechanisms were revealed. The results indicate that Os modification significantly enhances the gas-sensing response of C3N nanosheets, particularly for capturing C2H2 and CO, which is primarily attributed to the d-orbital electrons of the doped metal. The adsorption capability of Os-modified C3N nanosheets of dissolved gases follows the order C2H2 > CO > H2 > CO2 > CH4, with the adsorption type being physico-chemical adsorption, and these findings provide a theoretical foundation for developing high-sensitivity gas sensors for detecting dissolved gases in a 10 kV distribution transformer. Full article
(This article belongs to the Section Energy Systems)
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24 pages, 8412 KB  
Article
Damage Identification of Gas Station Double Layer Grid Structure Based on Time Domain Response Sensitivity Analysis
by Yan Wang, Yan Shi, Tao-Yuan Yang, Wei-Nan Wang, Yu-Qi Zhang and Wei Xi
Buildings 2025, 15(21), 3959; https://doi.org/10.3390/buildings15213959 - 2 Nov 2025
Viewed by 218
Abstract
Gas station canopy grid structures develop local damage during service life, necessitating regular inspection and maintenance to prevent structural collapse. However, conventional field inspection remains inefficient and highly dependent on manual operation. This paper proposes a time domain response sensitivity methodology for damage [...] Read more.
Gas station canopy grid structures develop local damage during service life, necessitating regular inspection and maintenance to prevent structural collapse. However, conventional field inspection remains inefficient and highly dependent on manual operation. This paper proposes a time domain response sensitivity methodology for damage assessment of structural members in gas station canopy grid structures. The proposed methodology advances time-domain sensitivity analysis to handle spatially complex grid structures with dense spectral characteristics, while proposing a calculation method for implementing intelligent sensing technology in field inspections that enables automated damage localization in practical canopy structures. Through analyzing time domain response sensitivity matrix, an optimal sensor placement method for spatial grid structures is presented. A double-layer spatial grid structure model is constructed to validate the time domain response sensitivity damage identification method and the optimal sensor placement method based on sensitivity analysis. The results show that the time domain response sensitivity damage identification method identifies the member damage in gas station canopy grid structural numerical model with satisfactory accuracy and efficiency, the optimal sensor placement methodology is suitable for damage identification of structural members. Full article
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9 pages, 3690 KB  
Proceeding Paper
A Hexa-Band Terahertz Metamaterial Absorber Using a Symmetrical Boss Cross Structure with Biomedical Applications
by Santosh Kumar Mishra, Uddipan Nath, Sagnik Banerjee, Bhargav Appasani, Omprakash Acharya, Sunil Kumar Mishra, Amitkumar V. Jha, Avireni Srinivasulu and Cristian Ravariu
Eng. Proc. 2025, 87(1), 114; https://doi.org/10.3390/engproc2025087114 - 31 Oct 2025
Viewed by 180
Abstract
Terahertz (THz) metamaterial absorbers have become a prominent research topic in recent years. In this paper, a hexa-band metamaterial absorber is designed for bio-medical sensing applications. The design can detect changes in the surrounding medium’s refractive index and operates in the refractive index [...] Read more.
Terahertz (THz) metamaterial absorbers have become a prominent research topic in recent years. In this paper, a hexa-band metamaterial absorber is designed for bio-medical sensing applications. The design can detect changes in the surrounding medium’s refractive index and operates in the refractive index range of 1.3–1.4, with six prominent absorption peaks. The proposed structure comprises a square ring resonator made up of gold with a boss-cross structure at the center, on top of a Gallium Arsenide (GaAs) substrate having a thickness of 8 μm. When the surrounding medium’s refractive index is 1.4, it offers six absorption peaks at 0.537 THz, 2.573 THz, 3.025 THz, 3.146 THz, 3.489 THz, 3.7348 THz, with corresponding peak absorption of 75%, 92.9%, 98.4%, 98.71%, 94.1%, and 99.34%, respectively. The structure has been designed at n = 1.4 instead of n = 1, as several biological specimens, such as blood, breast cells, etc., have refractive index in the range of 1.3–1.4, and it offers 6 bands for n = 1.4. This choice was made because many biomedical applications have a refractive index around 1.4. The design parameters were selected through a parametric analysis, so as to achieve maximum absorption peaks. The design has also been tested with different polarization angles, and it has been discovered that the absorber is polarization-insensitive. This design can inspire future research on the biomedical application of THz absorbers. Full article
(This article belongs to the Proceedings of The 5th International Electronic Conference on Applied Sciences)
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16 pages, 5554 KB  
Article
Acute Kidney Injury Induces Lung Damage via Mitochondrial DAMPs by Activating TREM-1 and cGAS-STING Pathways
by Zhi Tian, Runze Ni, Nadezhda N. Zheleznova, Diane Allen-Gipson, Lei Wang, Vijay Subramanian, Kiran Dhanireddy, Sarah Y. Yuan, Nohely Hernandez Soto, Jose D. Herazo-Maya, Kristof Williams, Isabella Lozonschi, Andrew Bedard, Gabrielle Morrison and Ruisheng Liu
Cells 2025, 14(21), 1716; https://doi.org/10.3390/cells14211716 - 31 Oct 2025
Viewed by 345
Abstract
Acute kidney injury (AKI) is a leading cause of distant organ dysfunction among critically ill patients. Mitochondrial dysfunction is considered a key factor driving the damage after renal ischemia–reperfusion (IR) injury. Damaged mitochondria release mitochondrial damage-associated molecular patterns (mtDAMPs) into the cytosol, which [...] Read more.
Acute kidney injury (AKI) is a leading cause of distant organ dysfunction among critically ill patients. Mitochondrial dysfunction is considered a key factor driving the damage after renal ischemia–reperfusion (IR) injury. Damaged mitochondria release mitochondrial damage-associated molecular patterns (mtDAMPs) into the cytosol, which initiate a systemic inflammatory response. To better understand the underlying mechanism, mice were challenged with 30 min of bilateral renal ischemia followed by 24 h of reperfusion. The cytokine profiling in mouse lung tissues revealed that TREM-1 was significantly increased. Western Blot (WB) analysis demonstrated that the cGAS and STING pathway was increased in AKI mice. Transmission electron microscopy (TEM) images indicated that the mtDAMPs were released from damaged kidney mitochondria. Injection of mtDAMPs into mice induced an inflammatory response in the lungs similar to that induced by AKI. Mouse macrophages and lung epithelial cells were utilized to verify if inhibition of the TREM-1 and cGAS-STING pathways reduces mtDAMP-induced lung injury. Electric Cell-substrate Impedance Sensing (ECIS) results demonstrated that inhibiting the TREM-1 and cGAS-STING pathways significantly increased cell proliferation and migration while reducing mtDAMP-induced cytotoxicity. In conclusion, our findings suggest that targeting TREM-1 and cGAS-STING has the potential to attenuate acute lung injury in IR-AKI. Full article
(This article belongs to the Section Tissues and Organs)
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32 pages, 6854 KB  
Review
A Review of the Synthesis, Structural, and Optical Properties of TiO2 Nanoparticles: Current State of the Art and Potential Applications
by Mohd Al Saleh Alothoum
Crystals 2025, 15(11), 944; https://doi.org/10.3390/cryst15110944 - 31 Oct 2025
Viewed by 466
Abstract
The manufacturing techniques, structural features, and optical attributes of titanium dioxide (TiO2) nanoparticles are highlighted in this study. These nanoparticles are notable for their remarkable photocatalytic activity, cheap cost, chemical stability, and biocompatibility. TiO2 consists of three polymorph structures: anatase, [...] Read more.
The manufacturing techniques, structural features, and optical attributes of titanium dioxide (TiO2) nanoparticles are highlighted in this study. These nanoparticles are notable for their remarkable photocatalytic activity, cheap cost, chemical stability, and biocompatibility. TiO2 consists of three polymorph structures: anatase, rutile, and brookite. Because of its electrical characteristics and large surface area, anatase is the most efficient for photocatalysis when exposed to UV light. The crystallinity, size, and shape of titania nanoparticles (NPs) are influenced by diverse production techniques. Sol-gel, hydrothermal, solvothermal, microwave-assisted, and green synthesis with plant extracts are examples of common methods. Different degrees of control over morphology and surface properties are possible with each approach, and these factors ultimately affect functioning. For example, microwave synthesis provides quick reaction rates, whereas sol-gel enables the creation of homogeneous nanoparticles. XRD and SEM structural investigations validate nanostructures with crystallite sizes between 15 and 70 nm. Particle size, synthesis technique, and annealing temperature all affect optical characteristics such as bandgap (3.0–3.3 eV), fluorescence emission, and UV-visible absorbance. Generally speaking, anatase has a smaller crystallite size and a greater bandgap than rutile. TiO2 nanoparticles are used in gas sensing, food packaging, biomedical coatings, dye-sensitized solar cells (DSSCs), photocatalysis for wastewater treatment, and agriculture. Researchers are actively exploring methods like adding metals or non-metals, making new composite materials, and changing the surface to improve how well they absorb visible light. Full article
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25 pages, 774 KB  
Review
A Systematic Review for Ammonia Monitoring Systems Based on the Internet of Things
by Adriel Henrique Monte Claro da Silva, Mikaelle K. da Silva, Augusto Santos and Luis Arturo Gómez-Malagón
IoT 2025, 6(4), 66; https://doi.org/10.3390/iot6040066 - 30 Oct 2025
Viewed by 545
Abstract
Ammonia is a gas primarily produced for use in agriculture, refrigeration systems, chemical manufacturing, and power generation. Despite its benefits, improper management of ammonia poses significant risks to human health and the environment. Consequently, monitoring ammonia is essential for enhancing industrial safety and [...] Read more.
Ammonia is a gas primarily produced for use in agriculture, refrigeration systems, chemical manufacturing, and power generation. Despite its benefits, improper management of ammonia poses significant risks to human health and the environment. Consequently, monitoring ammonia is essential for enhancing industrial safety and preventing leaks that can lead to environmental contamination. Given the abundance and diversity of studies on Internet of Things (IoT) systems for gas detection, the main objective of this paper is to systematically review the literature to identify emerging research trends and opportunities. This review follows the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) methodology, focusing on sensor technologies, microcontrollers, communication technologies, IoT platforms, and applications. The main findings indicate that most studies employed sensors from the MQ family (particularly the MQ-135 and MQ-137), microcontrollers based on the Xtensa architecture (ESP32 and ESP8266) and ARM Cortex-A processors (Raspberry Pi 3B+/4), with Wi-Fi as the predominant communication technology, and Blynk and ThingSpeak as the primary cloud-based IoT platforms. The most frequent applications were agriculture and environmental monitoring. These findings highlight the growing maturity of IoT technologies in ammonia sensing, while also addressing challenges like sensor reliability, energy efficiency, and development of integrated solutions with Artificial Intelligence. Full article
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27 pages, 7870 KB  
Review
Direct vs. Indirect Charge Transfer: A Paradigm Shift in Phase-Spanning Triboelectric Nanogenerators Focused on Liquid and Gas Interfaces
by Jee Hwan Ahn, Quang Tan Nguyen, Tran Buu Thach Nguyen, Md Fajla Rabbi, Van Hien Nguyen, Yoon Ho Lee and Kyoung Kwan Ahn
Energies 2025, 18(21), 5709; https://doi.org/10.3390/en18215709 - 30 Oct 2025
Viewed by 364
Abstract
Triboelectric nanogenerators (TENGs) have emerged as a promising technology for harvesting mechanical energy via contact electrification (CE) at diverse interfaces, including solid–liquid, liquid–liquid, and gas–liquid phases. This review systematically explores fluid-based TENGs (Flu-TENGs), introducing a foundational and novel classification framework based on direct [...] Read more.
Triboelectric nanogenerators (TENGs) have emerged as a promising technology for harvesting mechanical energy via contact electrification (CE) at diverse interfaces, including solid–liquid, liquid–liquid, and gas–liquid phases. This review systematically explores fluid-based TENGs (Flu-TENGs), introducing a foundational and novel classification framework based on direct versus indirect charge transfer to the charge-collecting electrode (CCE). This framework addresses a critical gap by providing the first unified analysis of charge transfer mechanisms across all major fluid interfaces, establishing a clear design principle for future device engineering. We comprehensively compare the underlying mechanisms and performance outcomes, revealing that direct charge transfer consistently delivers superior energy conversion—with specific studies achieving up to 11-fold higher current and 8.8-fold higher voltage in solid–liquid TENGs (SL-TENGs), 60-fold current and 3-fold voltage gains in liquid–liquid TENGs (LL-TENGs), and 34-fold current and 10-fold voltage enhancements in gas–liquid TENGs (GL-TENGs). Indirect mechanisms, relying on electrostatic induction, provide stable Alternating Current (AC) output ideal for low-power, long-term applications such as environmental sensors and wearable bioelectronics, while direct mechanisms enable high-efficiency Direct Current (DC) output suitable for energy-intensive systems including soft actuators and biomedical micro-pumps. This review highlights a paradigm shift in Flu-TENG design, where the deliberate selection of charge transfer pathways based on this framework can optimize energy harvesting and device performance across a broad spectrum of next-generation sensing, actuation, and micro-power systems. By bridging fundamental charge dynamics with application-driven engineering, this work provides actionable insights for advancing sustainable energy solutions and expanding the practical impact of TENG technology. Full article
(This article belongs to the Special Issue Advances in Energy Harvesting Systems)
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18 pages, 4965 KB  
Article
A Theoretical Comparison on Pd-Doped MoSe2, WSe2, and MoSe2-WSe2 for Adsorption and Sensing of Dissolved Gases (H2, C2H2, and C2H4) in Transformer Oil
by Xinyu Guo, Shouxiao Ma and Hao Cui
Inorganics 2025, 13(11), 360; https://doi.org/10.3390/inorganics13110360 - 28 Oct 2025
Viewed by 307
Abstract
This study presents a comprehensive first-principles investigation into the gas adsorption and sensing characteristics of Pd-doped MoSe2, WSe2, and MoSe2-WSe2 systems for dissolved gas analysis applications in oil-filled transformers. Through theoretical simulations, we first establish and [...] Read more.
This study presents a comprehensive first-principles investigation into the gas adsorption and sensing characteristics of Pd-doped MoSe2, WSe2, and MoSe2-WSe2 systems for dissolved gas analysis applications in oil-filled transformers. Through theoretical simulations, we first establish and characterize three distinct Pd-doped systems, examining their structural stability, electronic properties, and gas interaction mechanisms with key typical gases (H2, C2H2, and C2H4). Our analysis reveals that the Pd@MoSe2-WSe2 heterojunction exhibits exceptional sensing performance, with calculated response values of −77.67% (H2), −95.98% (C2H2), and −96.88% (C2H4)—significantly surpassing the capabilities of both Pd-MoSe2 and Pd-WSe2 monolayers. The observed response hierarchy (C2H4 > C2H2 > H2) correlates directly with the degree of adsorption energy, charge transfer, and bandgap modification induced by gas adsorption. Finally, the reason for such enhancements are systemically analyzed. The findings not only position Pd@MoSe2-WSe2 as an outstanding candidate for condition evaluation in oil-filled transformers but also establish a structure–property relationship that uncovers the feasibility of a strategic heterojunction design to enhance the adsorption and sensing performances for typical gas species. Full article
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