人工智能系统在船舶锚泊区域检测中的应用

Application of artificial intelligence system in detection of marine mooring area

船舶锚泊区域检测直接影响船舶停靠的安全性,由于船舶锚泊区域环境的复杂性,当前船舶锚泊区域检测系统无法准确实现船舶锚泊区域检测,为了提高船舶锚泊区域的检测精度,设计了船舶锚泊区域检测的人工智能系统。首先分析当前船舶锚泊区域检测系统的研究进展,找到当前系统存在的缺陷,然后分别采用灰色系统和人工神经网络系统组成的人工智能系统对船舶锚泊区域进行自动检测,最后采用具体应用实例分析了船舶锚泊区域检测的人工智能系统性能,结果表明,本文系统可以更好地实现船舶锚泊区域检测,船舶锚泊区域检测误差控制在船舶停靠安全的范围内,而且加快了船舶锚泊区域自动检测速度,是一种精度高、效率高的船舶锚泊区域检测系统。

Detection of ship mooring area directly affects the safety of ship berthing. Because of the complexity of the environment of ship mooring area, the current detection system of ship mooring area can not accurately realize the detection of ship mooring area. In order to improve the detection accuracy of ship mooring area, an artificial intelligence system of ship mooring area detection is designed. Firstly, the research progress of current ship mooring area detection system is analyzed, and the defects of the current system are found. Then, the artificial intelligence system composed of grey system and artificial neural network system is used to automatically detect the ship mooring area. Finally, the performance of the artificial intelligence system for ship mooring area detection is analyzed with a specific application example. The results show that the artificial intelligence system can detect the ship mooring area automatically. The system can better realize the detection of ship’s mooring area. The detection error of ship’s mooring area is controlled within the safe range of ship’s berthing, and the automatic detection speed of ship’s mooring area is accelerated. It is a high precision and high efficiency ship’s mooring area detection system.