Enhancing methane sensing with NDIR technology: Current trends and future prospects

被引:8
|
作者
Fu, Li [1 ,2 ]
You, Shixi [2 ]
Li, Guangjun [2 ]
Fan, Zengchang [2 ]
机构
[1] Hangzhou Dianzi Univ, Coll Mat & Environm Engn, Key Lab Novel Mat Sensor Zhejiang Prov, Hangzhou 310018, Peoples R China
[2] Siterwell Elect Co Ltd, Res & Dev Ctr, Ningbo 315000, Peoples R China
关键词
NDIR sensors; methane detection; signal processing; multi-gas detection; environmental monitoring; LIFE-CYCLE ASSESSMENT; GAS SENSOR; EMISSIONS; DETECTOR; SYSTEMS; FILTERS; DESIGN; ENERGY;
D O I
10.1515/revac-2023-0062
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
This study presents an in-depth review of non-dispersive infrared (NDIR) sensors for methane detection, focusing on their principles of operation, performance characteristics, advanced signal processing techniques, multi-gas detection capabilities, and applications in various industries. NDIR sensors offer significant advantages in methane sensing, including high sensitivity, selectivity, and long-term stability. The underlying principles of NDIR sensors involve measuring the absorption of infrared radiation by the target gas molecules, leading to precise and reliable methane concentration measurements. Advanced signal processing techniques, such as single-frequency filtering and wavelet filtering algorithms, have been explored to improve the performance of the sensor by reducing noise, enhancing the signal-to-noise ratio, and achieving more accurate results. In the context of multi-gas detection, NDIR sensors face challenges due to overlapping absorption spectra. However, various solutions, including narrow-band optical bandpass filters, gas filter correlation techniques, and machine learning algorithms, have been proposed to address these issues effectively. This study delves into specific applications of NDIR sensors in various industries, such as coal mines, wastewater treatment plants, and agriculture. In these settings, NDIR sensors have demonstrated their reliability, accuracy, and real-time monitoring capabilities, contributing to environmental protection, safety, and energy recovery. Furthermore, the anticipated future trends and developments in NDIR methane detection technology are explored, including increased miniaturization, integration with artificial intelligence, improvements in power efficiency, and the development of multi-gas NDIR sensors. These advancements are expected to further enhance the capabilities and widespread adoption of NDIR sensors in methane detection applications.
引用
收藏
页数:17
相关论文
共 50 条
  • [31] CURRENT TRENDS AND SOME PROSPECTS FOR THE FUTURE .2.
    AUSTOKER, J
    BMJ-BRITISH MEDICAL JOURNAL, 1994, 309 (6953): : 517 - 520
  • [32] The California Strawberry Industry: Current Trends and Future Prospects
    Holmes, Gerald J.
    INTERNATIONAL JOURNAL OF FRUIT SCIENCE, 2024, 24 (01) : 115 - 129
  • [33] SCIENTIFIC JOURNAL - REVIEW OF CURRENT TRENDS AND FUTURE PROSPECTS
    SUBRAMANYAM, K
    UNESCO BULLETIN FOR LIBRARIES, 1975, 29 (04): : 192 - 201
  • [34] Geothermal Research: Current Trends and Future Prospects.
    Marinelli, Georgio
    European Journal of Mechanical and Environmental Engineering, 1982, 28 (03): : 187 - 191
  • [35] Prevention and management of osteoporosis - Current trends and future prospects
    Compston, JE
    DRUGS, 1997, 53 (05) : 727 - 735
  • [36] Current Trends and Future Prospects for Mushroom Production in Japan
    Takabatake, Koji
    MOKUZAI GAKKAISHI, 2015, 61 (03): : 243 - 249
  • [37] A Single-Neuron: Current Trends and Future Prospects
    Gupta, Pallavi
    Balasubramaniam, Nandhini
    Chang, Hwan-You
    Tseng, Fan-Gang
    Santra, Tuhin Subhra
    CELLS, 2020, 9 (06) : 1 - 45
  • [38] Current Trends and Future Prospects of Nanotechnology in Biofuel Production
    Arya, Indrajeet
    Poona, Asha
    Dikshit, Pritam Kumar
    Pandit, Soumya
    Kumar, Jatin
    Singh, Himanshu Narayan
    Jha, Niraj Kumar
    Rudayni, Hassan Ahmed
    Chaudhary, Anis Ahmad
    Kumar, Sanjay
    CATALYSTS, 2021, 11 (11)
  • [39] Recent Advances in Bimetallic Catalysts for Methane Steam Reforming in Hydrogen Production: Current Trends, Challenges, and Future Prospects
    Yusuf, Basiru O.
    Umar, Mustapha
    Kotob, Esraa
    Abdulhakam, Abdullahi
    Taialla, Omer Ahmed
    Awad, Mohammed Mosaad
    Hussain, Ijaz
    Alhooshani, Khalid R.
    Ganiyu, Saheed A.
    CHEMISTRY-AN ASIAN JOURNAL, 2024, 19 (16)
  • [40] REVIEW OF CURRENT TECHNOLOGY AND AN INSIGHT INTO FUTURE TRENDS
    ROLFE, DC
    ELECTRONIC ENGINEERING, 1973, 45 (544): : 49 - &