基于红外摄像机的风力机远程监控通信网络

Shahid Hussain, Young-Chon Kim
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引用次数: 1

摘要

近年来,人们提出了许多监测技术来检测风力发电机的故障。这些技术是基于具有多个传感器和复杂布线要求的嵌入式系统开发的。因此,红外摄像机是一种有效的视觉工具,具有覆盖面积大、精度高、可靠性好、性价比高等特点。本文提出了基于非接触式红外相机的小波变换远程监控通信网络架构,以实时检测小波变换的故障。首先,对可通过红外摄像机监控的小波变换的电气、机械和控制系统等各部分进行了可行性研究。根据可行性研究,然后将WT组件划分为高、低和中三个不同的类别。根据上述对小波变换分量的分类,使用了低、中、高分辨率三种不同类型的红外相机。通信网络设计分为两部分:小波变换内部通信网络和小波变换与远程控制中心之间的外部通信网络。数据流量用不同的参数(如图像分辨率、帧大小、帧数和数据传输速率)进行数值建模。因此,外部通信网络通常由其他子网络共享,用于不同的应用。这可能导致高带宽需求和安全问题。因此,考虑使用MPEG-2和H.264等不同的压缩技术来评估网络性能。利用OPNET对通信网络进行了建模和仿真。仿真结果表明,红外摄像机监控的端到端时延能够满足IEEE 1646标准的时序要求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Communication network for remote monitoring of wind turbine based on infrared camera
Recently, numerous monitoring techniques have been proposed to detect the failure of wind turbine (WT). These techniques were developed based on embedded system with several sensors and complex cabling requirements. Therefore, an Infrared (IR)-camera can be considered an effective visual tool with a large coverage area, high accuracy, reliability, and cost effectiveness. This paper proposes communication network architecture for remote monitoring of WT based on non-contact IR-cameras to detect the failures in real-time. Firstly, the feasibility study of various components such as electrical, mechanical and control system of WT which can be monitored through IR-camera was conducted. According to the feasibility study, the WT components are then prioritized into three different categories of high, low, and medium. According to the aforementioned categorization of WT components, three different types of IR-camera with a low, medium, and high resolution are used. The communication network is designed in two parts the internal communication network inside the WT and the external communication network between WT and remote control center. The amount of data traffic is numerically modeled with different parameters such as image resolutions, frame size, frame number, and data rates for the transmission of data. Since, the external communication network is usually shared by other sub-networks for different applications. This can lead the problem of high bandwidth demand and security issues. Therefore, different compression techniques such as MPEG-2 and H.264 are considered to evaluate the network performance. The communication network is modeled and simulated through OPNET. The simulation results show that the end-to-end delay of the IR-camera based monitoring can satisfy the IEEE 1646 standard timing requirements.
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