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Study on the Design and Control of Pipeline Leak Detection Robot Fish

Jianxian Cai, Xu Zhou, Zhen-ling Pan, Penggang Gao, Yu-xin Luo, Zi-xian Lin

发表年份
2018
引用次数
2
访问权限
开放获取

摘要

Abstract Based on the simplified fish motion model, a robot fish which could detect the oil leakage point of pipeline was designed by the method of single-joint driving. The Hawkeye OV7725 was used to design the image acquisition module to obtain the current movement of the fish and the current pipeline situation and the collected data was processed for making the relevant decisions to achieve the direction of movement control with the STM32 microcontroller. On the basis of binarization image centroid method, the image recognition algorithm was studied. By using the coordinates of the white point in the two-dimensional array, a linear regression equation which can reflect the distribution trend of the white point in a frame image was designed and the motion direction of the current robot could be detected. Since the linear regression equation converge to the characteristics of discrete data points, the oil leakage point inside the white area of the image could be detected. Experiment results showed that the robot fish can effectively complete the oil spill point detection task.

关键词

Computer scienceArtificial intelligenceComputer visionPipeline (software)RobotCentroid

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