| 基于BP网络的锅炉炉膛火焰燃烧状态自动识别 |
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| 引用本文： | 谭皓,李立源,陈维南.基于BP网络的锅炉炉膛火焰燃烧状态自动识别[J].自动化学报,1998,24(5):667-670. |
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| 作者姓名： | 谭皓 李立源 陈维南 |
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| 作者单位： | 1.东南大学自动化研究所,南京 |
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| 摘 要： | 提出了一种基于神经网络的锅炉炉膛火焰燃烧状态的识别和灭火预警、报警系
统.燃烧火焰图像由CCD摄像机、传像光纤和图像卡采入计算机,经预处理后由神经网络识
别其燃烧状态,并根据识别结果进行灭火的预警和报警.神经网络由BP算法进行训练.实验
结果表明:新系统对火焰燃烧状态有很高的识别准确性,可以有效地实现灭火报警.
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| 关 键 词： | 锅炉火焰监控 灭火报警 数字图像处理 BP算法 |
| 收稿时间： | 1997-4-11 |
| 修稿时间： | 1997-04-11 |
Burner Flame Recogniton Based on Backpropagation Neural Network |
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| TAN HAO,LI LIYUAN,CHEN WEINAN.Burner Flame Recogniton Based on Backpropagation Neural Network[J].Acta Automatica Sinica,1998,24(5):667-670. |
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| Authors: | TAN HAO LI LIYUAN CHEN WEINAN |
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| Affiliation: | 1.Research Institute of Automation,Southeast University,Nanjing |
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| Abstract: | In this paper, a system based on ANN for flame recognition and extinguishing
alarm for a boiler is presented. We use CCD camera, fibre and image card to grab the flame
image, then identify its burning state using ANN after preprocessing. According to the result
of identification the system decides to alarm for extinguishing or not. The ANN is trained
with the backpropagation learning algorithm. The experiment result shows that the system
has high correctness of flame recognition. It is effective to alarm for flame extinguishing. |
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| Keywords: | Boiler flame inspection extinguishing alarm digital image process BP algorithm |
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