农机使用与维修Issue(6)：91-94,4.DOI:10.14031/j.cnki.njwx.2026.06.021
基于多传感器融合的联合收获机状态监测与故障预警系统
Joint harvesting machine state monitoring and fault warning system based on multi-sensor fusion
摘要
Abstract
With the development of automation and intelligence in agricultural machinery,the combine harvester,as a harvesting equipment for important crops such as soybeans and wheat,its mechanical performance directly affects the ef-ficiency of grain harvesting and the economic benefits of agricultural production.In production practice,due to the com-plex mechanical structure and harsh working environment of the combine harvester,various types of faults are prone to occur.Therefore,the research and development of a multi-sensor fusion state monitoring and fault warning system is of great significance for ensuring operation efficiency,reducing maintenance costs,and achieving intelligent transformation.This paper analyzes the structure and monitoring requirements of the combine harvester,designs the key points of sensor application and fault warning schemes under state monitoring,with the aim of providing new ideas for improving the in-telligent operation and maintenance level and reliability of the combine harvester.关键词
联合收获机/状态监测/故障预警/多传感器融合/健康指标/机器学习Key words
combine harvester/state monitoring/fault warning/multi-sensor fusion/health indicators/machine learn-ing分类
农业科技引用本文复制引用
王臣晨..基于多传感器融合的联合收获机状态监测与故障预警系统[J].农机使用与维修,2026,(6):91-94,4.基金项目
河南省科技攻关计划项目(262102220100) （262102220100）
河南省高等学校重点科研项目计划(25B413014) （25B413014）
