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
  • [41] NFC Technology: Current and Future Trends in India
    Dhar, Sudipta
    Dasgupta, Aniruddha
    2014 INTERNATIONAL CONFERENCE ON CONTEMPORARY COMPUTING AND INFORMATICS (IC3I), 2014, : 639 - 644
  • [42] PET technology: current trends and future developments
    Visvikis, D
    Rest, CCL
    Jarritt, P
    BRITISH JOURNAL OF RADIOLOGY, 2004, 77 (923): : 906 - 910
  • [43] Current status and future trends of SiGeBiCMOS technology
    Harame, DL
    Ahlgren, DC
    Coolbaugh, DD
    Dunn, JS
    Freeman, GG
    Gillis, JD
    Groves, RA
    Hendersen, GN
    Johnson, RA
    Joseph, AJ
    Subbanna, S
    Victor, AM
    Watson, KM
    Webster, CS
    Zampardi, PJ
    IEEE TRANSACTIONS ON ELECTRON DEVICES, 2001, 48 (11) : 2575 - 2594
  • [44] Current Status and Future Prospects of Satellite Technology in Korea
    Hwang, Do-Soon
    Lim, Jae-Hyuk
    Jun, Hyung-Yeol
    JOURNAL OF THE KOREAN SOCIETY FOR AERONAUTICAL AND SPACE SCIENCES, 2016, 44 (08) : 702 - 709
  • [45] Science and Technology in Kazakhstan - Current Status and Future Prospects
    Shvaytser, G.
    Merser, E. M.
    FORESIGHT AND STI GOVERNANCE, 2007, 1 (02) : 60 - 67
  • [46] Current Status and Future Prospects of Warm Spray Technology
    Seiji Kuroda
    Makoto Watanabe
    KeeHyun Kim
    Hiroshi Katanoda
    Journal of Thermal Spray Technology, 2011, 20 : 653 - 676
  • [47] Study on Intelligence Detection of Methane Gas Based on NDIR Technology
    Liang, Yong-zhi
    Rong, Xing-fu
    Li, Bing
    Liu, Chun-tao
    EMERGING RESEARCH IN ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE, 2011, 237 : 454 - +
  • [48] MHC multimer technology: current status and future prospects
    Bakker, AH
    Schumacher, TNM
    CURRENT OPINION IN IMMUNOLOGY, 2005, 17 (04) : 428 - 433
  • [49] Current Status and Future Prospects of Satellite Payloads Technology
    Yong, Sang-Soon
    Kang, Gm-Sil
    Heo, Haeng-Pal
    JOURNAL OF THE KOREAN SOCIETY FOR AERONAUTICAL AND SPACE SCIENCES, 2016, 44 (08) : 710 - 717
  • [50] A review of current automotive battery technology and future prospects
    Budde-Meiwes, Heide
    Drillkens, Julia
    Lunz, Benedikt
    Muennix, Jens
    Rothgang, Susanne
    Kowal, Julia
    Sauer, Dirk Uwe
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING, 2013, 227 (05) : 761 - 776