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Image-Based Flame Detection and Combustion Analysis for Blast Furnace Raceway

机译:高炉炉膛基于图像的火焰检测与燃烧分析

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Blast furnace tuyere is an important "window" between the inside and outside of blast furnace. Stable and accurate detection of the combustion condition of tuyere raceway plays a significant role in maintaining longevity, safety, and smooth of blast furnace. The adiabatic combustion temperature as a traditional measurable indicator of the raceway combustion condition considers the raceway temperature as a constant. It cannot explain the productivity and quality fluctuations of iron in practical production while the operation parameters are fixed and unchanged. Thus, this paper presents the image-based flame detection system specific to the blast furnace raceway to research the actual combustion condition in the raceway. The system mainly consists of an optical detector to capture raceway images and a digital image processing unit to extract flame features. In this paper, the nonlinear partial least-squares colorimetry and Monte Carlo method with iterative optimization are developed to obtain the temperature distribution of the raceway. Power spectral analysis is used to extract the flame flicker frequency. Massive raceway images captured from 15 raceways of a 2500-m(3) blast furnace were used to analyze raceway flames. The results demonstrate that temperature distribution of the raceway can fluctuate in a wide range and considerable temperature non-uniformity exists among the 15 raceways. This case can explain why productivity and quality of iron are unstable under the same operation parameters. And, the detection system performs well in revealing the nature of the raceway combustion condition.
机译:高炉风口是高炉内部和外部之间的重要“窗口”。稳定,准确地检测出风口滚道的燃烧状况对于维持高炉的使用寿命,安全性和平稳性起着重要作用。绝热燃烧温度作为滚道燃烧条件的传统可衡量指标,将滚道温度视为常数。当操作参数固定且不变时,它无法解释铁在实际生产中的生产率和质量波动。因此,本文提出了一种基于图像的火焰检测系统,该系统专用于高炉滚道,以研究滚道中的实际燃烧条件。该系统主要由用于捕获跑道图像的光学检测器和用于提取火焰特征的数字图像处理单元组成。本文开发了非线性偏最小二乘比色法和迭代优化的蒙特卡罗方法来获得滚道的温度分布。功率谱分析用于提取火焰闪烁频率。从一个2500 m(3)高炉的15个滚道捕获的大量滚道图像用于分析滚道火焰。结果表明,滚道的温度分布会在较大范围内波动,并且15个滚道之间存在相当大的温度不均匀性。这种情况可以解释为什么在相同的操作参数下铁的生产率和质量不稳定。并且,该检测系统在揭示滚道燃烧条件的性质方面表现良好。

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