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人工智能在农机软件故障诊断和预测性维护中的应用研究

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探讨了人工智能技术在农机软件故障诊断和预测性维护方面的应用.首先,分析了农机软件功能安全的重要性和现有挑战;然后,深入探讨了人工智能在数据处理、故障模式识别、实时监测、长期性能监测和用户行为分析等方面的应用潜力;最后,预测了未来发展趋势,并总结了人工智能技术在推动农业机械化方面的重要作用.
Research on the Application of Artificial Intelligence in Agricultural Machinery Software Fault Diagnosis and Predictive Maintenance
The application of artificial intelligence in the fault diagnosis and predictive maintenance of agricultural ma-chinery software is discussed.Firstly,the importance of functional safety of agricultural machinery software and the existing challenges are analyzed.Then,the potential applications of artificial intelligence in data processing,fault mode identification,real-time monitoring,long-term performance monitoring,and user behavior analysis are dis-cussed in-depth.Finally,future trends are forecasted,and the significant role of artificial intelligence technology in advancing the mechanization of agriculture is summarized.

artificial intelligenceagricultural machinery softwarefault diagnosispredictive maintenancefunctional safety

姚日煌、周聪、黄怡婷、黄晓昆、鹿洵

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工业和信息化部电子第五研究所,广东 广州 511370

深圳赛宝工业技术研究院有限公司,广东 深圳 518055

人工智能 农机软件 故障诊断 预测性维护 功能安全

2024

电子质量
中国电子质量管理协会 信产部五所

电子质量

影响因子:0.146
ISSN:1003-0107
年,卷(期):2024.(10)