Design and Implementation of Flame Combustion State Detection System Based on FPGA

被引:0
作者
Li Jinghong [1 ]
Luo Kai [1 ]
Yuan Peng [1 ]
机构
[1] Northeastern Univ, Coll Informat Sci & Engn, Shenyang 110819, Peoples R China
来源
2015 27TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC) | 2015年
关键词
Flame Combustion State; Neural Network; FPGA; UTILITY BOILER;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The measurement of the combustion flame has been one of the important research directions to the field of combustion. This paper designs a flame combustion state detection system based on FPGA of the Altera's DE2 board with CMOS image sensors to capture images of the flame. The algorithms are implemented on the FPGA such as the center point extraction, color extraction, temperature calculation, area calculation and characteristics extraction which will be as the input of BP neural network from the flame image. The current state of the flame combustion will be calculated by making use of the trained neural network. The hardware description of the system is completed by Verilog language, including device initialization, data acquisition and storage and other parts. The design of soft core is implemented in SOPC Builder. Software algorithms are completed by using C language programming environment in the Nios II. The experimental results show that the system could obtain ideal results.
引用
收藏
页码:1392 / 1396
页数:5
相关论文
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