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Wide Range Concentration Measurement of Sulfur Dioxide Based on
Adaptive Sliding Window Absorption Spectroscopy |
ZHU Rui1, DA Yao-dong2, 3, 5*, CHANG Yong-qiang2, 4, 5, GAO Jie1, SHI Teng-da2, 3, 5, ZHANG Yun-gang1* |
1. School of Electrical Engineering, Yanshan University, Qinhuangdao 066004,China
2. China Special Equipment Inspection & Research Institute, Beijing 100029, China
3. Technology Innovation Center of Boiler Clean, Low-carbon, Efficient Combustion and Safety Evaluation,State Administration for Market Regulation, Beijing 100029, China
4. Key Laboratory of Special Equipment Safety and Energy-saving, State Administration for Market Regulation, Beijing 100029, China
5. State Key Laboratory of Low-carbon Thermal Power Generation Technology and Equipments, Beijing 100029, China
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Abstract Sulfur dioxide (SO2) is an unavoidable pollutant product of the fossil fuel combustion process, and its concentration level is considered a key indicator of combustion efficiency and energy utilization, so it is of great significance to realize the monitoring of SO2 in the combustion process.Absorption spectroscopy technology has shown a wide range of applications in gas detection due to its high accuracy, strong stability, and non-contact measurement. However, a serious nonlinearity between the absorption intensity and the measured concentration of SO2 at high concentrations occurs in practical measurements, which interferes with the measurement of SO2 over a wide range of concentrations. To address this problem, an experimental study was conducted to analyze the treatment of nonlinearity in absorption spectra, and an adaptive sliding window absorption spectroscopy (ASWAS) technique was proposed. In the experiment, the sliding window adaptive traversal and selection of the characteristic absorption band, the first and second screening, and the final inversion were performed to obtain the optimal measurement results. Compared with the wide-band and narrow-band methods, ASWAS shows excellent performance with a relative error of less than 1.3% in the concentration range of 50 to 1 500 ppm.The experimental analysis results show that the measurement system has a measurement accuracy of 0.80% and 0.48% at low and high concentrations, and a stability coefficient of 0.28% and 0.21%, respectively. The above experimental results prove that the proposed measurement system based on ASWAS can realize the measurement of SO2 concentration in a wide range with high precision and high stability, which provides an effective new idea and method for environmental protection and energy utilization.
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Received: 2024-12-03
Accepted: 2025-03-06
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Corresponding Authors:
DA Yao-dong, ZHANG Yun-gang
E-mail: dayaodong@csei.org.cn;zhangyg@ysu.edu.cn
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[1] Dorokhov V V,Nagibin P S,Shlegel N E,et al. Fuel,2024,372:132247.
[2] Yang B,Li W,Xie J,et al. Measurement,2023,214:112766.
[3] GUO Xiu-rui,YAO Chang,LIU Yao,et al(郭秀锐,姚 畅,刘 瑶,等). Journal of Beijing University of Technology(北京工业大学学报),2024,50(6):733.
[4] Köse Ö,Koç Y,Yağlı H. Energy Conversion and Management,2020,211:112745.
[5] Yao Z,Romero C,Baltrusaitis J. Fuel,2023,344:128145.
[6] AO Wen(敖 文). Chinese Journal of Explosives & Propellants(火炸药学报),2023,46(7):10004.
[7] Vamvuka D,Zacheila K. Thermochimica Acta,2024,739:179811.
[8] Obeid F,Van T C,Horchler E J,et al. Energy Conversion and Management: X,2022,14:100179.
[9] Yi P,Wu Y,Meng C,et al. Journal of the Energy Institute,2024,114:101590.
[10] ZHANG Xue-jun,CHEN Qin-gen,YANG Zhan,et al(张学军,陈勤根,杨 展,等). Spectroscopy and Spectral Analysis(光谱学与光谱分析),2024,44(5):1412.
[11] YANG Xi,XIA Hua,ZHANG Zhi-rong,et al(杨 曦,夏 滑,张志荣,等). Chinese Journal of Lasers(中国激光),2024,51(17):313.
[12] ZHANG Zhong-lin,YANG An-long,WANG Jiang,et al(张仲磷,杨岸龙,王 江,等). Chinese Optics(中国光学),2024,17(5):1014.
[13] Wang R,Qiao S,He Y,et al. Opto-Electronic Advances,2025,8:240275.
[14] Qiao S,He Y,Sun H,et al. Light: Science & Applications,2024,13(1):100.
[15] Liu Y,Qiao S,Fang C,et al. Opto-Electronic Advances,2024,7(3):230230.
[16] Lu Q,Zhang J,Wang B,et al. Sensors and Actuators B: Chemical,2023,377:133050.
[17] Zhao X,Xu Y,Li C,et al. Sensors and Actuators B: Chemical,2024,403:135193.
[18] Weng W,Aldén M,Li Z. Analytical Chemistry,2019,91(16):10849.
[19] Zhang Y,Li Y,Yan J,et al. High Voltage,2024,9(4):786.
[20] Wang L,Zhang Y,Zhou X,et al. Sensors and Actuators B: Chemical,2017,241:146.
[21] Thalman R,Bhardwaj N,Flowerday C E,et al. Sensors,2022,22(7):2626. |
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