基于伪并行遗传算法的煤矸石防燃无线传感器网络设计

Yan Wang, Yangyang Sun, Yu Yan, Yong Ma
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引用次数: 1

摘要

为防止煤矸石自燃,将无线传感器网络(WSN)技术应用于煤矸石自燃监测系统。设计了煤矸石温度监测系统,通过实时或定时采集煤矸石温度,监测煤矸石环境,防止煤矸石自燃的发生。针对无线传感器网络的能量约束问题,将伪并行遗传算法(PPGA)应用于无线传感器网络煤矸石检测的多目标优化问题。为煤矸石检测系统组网策略的设计提供依据。设计了合适的编码机制。结合各重要参数,建立了适应度函数。仿真结果表明:基于PPGA的无线传感器网络优化了能量管理,保证了网络的最大寿命。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design of Wireless Sensor Networks in prevention of combustion on coal gangue based on pseudo-parallel genetic algorithms
Wireless Sensor Network (WSN) technology is employed in monitoring system to prevent the spontaneous combustion of coal gangue. A temperature monitoring system was designed, which monitor environment of gangue and prevent the occurrence of spontaneous combustion networking strategy through the collection of temperature in real-time or fix time. According to the energy-constrained problem of WSN, pseudo-parallel genetic algorithms (PPGA) is used in the multi-objective optimization problem of coal gangue detection with WSN. It's for designing networking strategy of coal gangue detection system. Appropriate encoding mechanism is worked out. Combining with various important parameters, the fitness function is established. Simulation results show: Energy management is optimized with the WSN base on PPGA and guarantee maximum life span of the network.
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