基于鲸鱼优化算法的通用的总线式航电设备接口异步控制方法
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中国航空工业集团公司第一飞机设计研究院

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TP393

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A Universal Bus Based Avionics Interface Asynchronous Control Method Based on Whale Optimization Algorithm
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    摘要:

    针对航电设备接口在异步切换时可能因过于注重实时性而忽视数据溢出,导致信号中断和通信安全问题,提出基于鲸鱼优化算法的通用的总线式航电设备接口异步控制方法。根据航电设备通信要求,对接口通信时间和通信接口占比设置约束条件,建立总线式接口自适应转换方案;根据接口转换异步要求,对接口异步转换控制框架进行设计;以设备之间通信数据流传输可靠性最大化为目标,构建设备接口异步控制优化数学模型,引入鲸鱼优化算法对模型进行求解,通过模拟鲸群变异包围猎物、交叉网气泡攻击、随机游走搜索猎物的过程,获取最佳总线式航电设备接口异步控制方案,实现接口异步控制。实验结果表明:应用该方法进行接口异步控制后,端口转换效率在80%以上,控制后的航电设备成功接入率最高可达到0.99,航电设备通信网络吞吐量达到124Mbps,能够更好地满足航电系统通信要求。

    Abstract:

    Aiming at the problem of signal interruption and communication security caused by the fact that avionics equipment interface may pay too much attention to real-time and ignore data overflow during asynchronous switching, a general bus type avionics equipment interface asynchronous control method based on whale optimization algorithm is proposed. According to the communication requirements of avionics equipment, set constraints on the interface communication time and the proportion of communication interfaces, and establish a bus interface adaptive conversion scheme; According to the asynchronous requirements of interface conversion, the interface asynchronous conversion control framework is designed; In order to maximize the reliability of communication data flow transmission between devices, the mathematical model of asynchronous control optimization of device interface is constructed, and the whale optimization algorithm is introduced to solve the model. By simulating the process of whale population mutation surrounding prey, cross net bubble attack, and random walk searching prey, the optimal asynchronous control scheme of bus type avionics device interface is obtained, and the asynchronous control of interface is realized. The experimental results show that: after the application of this method for interface asynchronous control, the port conversion efficiency is more than 80%, the maximum successful access rate of avionics equipment after control can reach 0.99, and the communication network throughput of avionics equipment can reach 124mbps, which can better meet the communication requirements of avionics system.

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宋扬,曹琦.基于鲸鱼优化算法的通用的总线式航电设备接口异步控制方法计算机测量与控制[J].,2025,33(12):145-153.

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  • 收稿日期:2025-02-25
  • 最后修改日期:2025-02-27
  • 录用日期:2025-02-27
  • 在线发布日期: 2025-12-24
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