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Application of data fusion on multi-function earth drill

Application of data fusion on multi-function earth drill
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摘要 taking the bucket of multi function earth drill as an example, combining with the conception of multi sensor integration and data fusion, adopting the terrene column chart and digging torque formula as control dependence, the detecting method of the earth drill’s working state is introduced. Multi sensor data fusion is done with the aid of BP neural network in Matlab. The data to be interfused are pre processed and the program of simulation and “point checking” is given. taking the bucket of multi function earth drill as an example, combining with the conception of multi sensor integration and data fusion, adopting the terrene column chart and digging torque formula as control dependence, the detecting method of the earth drill’s working state is introduced. Multi sensor data fusion is done with the aid of BP neural network in Matlab. The data to be interfused are pre processed and the program of simulation and “point checking” is given.
出处 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2003年第1期89-92,共4页 哈尔滨工业大学学报(英文版)
关键词 多功能钻土机 数据合成 多功能传感器 BP神经网络 正常化预处理 模拟实验 multi function earth drill multi sensor integration and data fusion normalization preprocessing simulation experiment
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