Evaluation of the possibility of using fractal analysis to study the flame in the co-firing process

被引:1
作者
Sawicki, Daniel [1 ]
Omiotek, Zbigniew [1 ]
机构
[1] Lublin Univ Technol, 38A Nadbystrzycka Str, PL-20618 Lublin, Poland
来源
PHOTONICS APPLICATIONS IN ASTRONOMY, COMMUNICATIONS, INDUSTRY, AND HIGH-ENERGY PHYSICS EXPERIMENTS 2018 | 2018年 / 10808卷
关键词
fractal analysis; fractal dimension; flame; combustion; co-firing; classification; data analysis; image processing; COMBUSTION; DIMENSION;
D O I
10.1117/12.2501748
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
The object of the study were time series reflecting changes in time of selected flame geometric parameters, in the co-firing pulverized coal and biomass. These parameters were: contour length, area size, X and Y coordinates of the geometric center of gravity. Time series were analyzed using seven popular methods for estimating the fractal dimension. The research was conducted for nine variants of the co-firing process, involving different heat power settings and the air flow rate and 30 biomass content. The results showed that the applied fractal dimensions parameters can be a feature that allows to recognize particular variants of the combustion process. Furthermore, the fractal dimension evaluated by the "madogram" method estimation gives good results for most variants providing good separability of the observations. The obtained results confirm the possibilities of using fractal analysis in flame studies in the co-firing of pulverized coal and biomass.
引用
收藏
页数:8
相关论文
共 19 条
[1]   Estimators of Fractal Dimension: Assessing the Roughness of Time Series and Spatial Data [J].
Gneiting, Tilmann ;
Sevcikova, Hana ;
Percival, Donald B. .
STATISTICAL SCIENCE, 2012, 27 (02) :247-277
[2]   Coal flame characterization by means of digital image processing in a semi-industrial scale PF swirl burner [J].
Gonzalez-Cencerrado, A. ;
Pena, B. ;
Gil, A. .
APPLIED ENERGY, 2012, 94 :375-384
[3]  
Hana Sevcikova H., 2015, PACKAGE FRACTALDIM
[4]  
Koiyra Andrzej, 2013, Przeglad Elektrotechniczny, V89, P279
[5]  
Kotyra A, 2012, PRZ ELEKTROTECHNICZN, V88, P295
[6]   Monitoring of oscillatory characteristics of pulverized coal flames through image processing and spectral analysis [J].
Lu, G ;
Yan, Y ;
Colechin, M ;
Hill, R .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2006, 55 (01) :226-231
[7]   Temperature profiling of pulverized coal flames using multicolor pyrometric and digital imaging techniques [J].
Lu, Gang ;
Yan, Yong .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2006, 55 (04) :1303-1308
[8]  
Mandelbrot BB., 1982, The Fractal Geometry of Nature
[9]   METHOD FOR EVALUATING THE FRACTAL DIMENSION OF CURVES USING CONVEX HULLS [J].
NORMANT, F ;
TRICOT, C .
PHYSICAL REVIEW A, 1991, 43 (12) :6518-6525