农业装备与车辆工程2025，Vol.63Issue(9)：8-12,37,6.DOI:10.3969/j.issn.1673-3142.2025.09.002
基于物联网的智慧果园云平台设计与开发
Design and development of a smart orchard cloud platform based on the IoT
摘要
Abstract
To improve the intelligent and refined level of orchard management,a smart orchard cloud platform based on the Internet of Things was designed and developed.Technologies such as the Internet of Things,big data,and artificial intelligence were integrated to realize real-time orchard monitoring,agricultural machinery operation management,agricultural product quality traceability,and big data analysis and prediction.The accuracy of data collection was enhanced through multi-sensor fusion technology,video surveillance was optimized by adopting H.264 and rtp-rtsp protocols,and the stability of agricultural machinery positioning was ensured using the GPS and Beidou dual-mode positioning system.Data analysis of the platform was carried out through the Storm and MapReduce frameworks,and environmental prediction was made in combination with machine learning algorithms to generate agricultural work plans.The platform helped improve operation efficiency and safety,and promoted the high efficiency and modernization of smart orchard production.关键词
智慧果园/云平台/物联网/环境监测/农机定位/大数据预测Key words
smart orchard/cloud platform/Internet of Things/environmental monitoring/agricultural machinery positioning/big data prediction分类
农业科技引用本文复制引用
郑泽昊,孟庆山,许宁,张兴国,武文璇,张明宇..基于物联网的智慧果园云平台设计与开发[J].农业装备与车辆工程,2025,63(9):8-12,37,6.基金项目
山东省服务乡村振兴样板建设典型案例项目(2022DXAL0208) （2022DXAL0208）
山东省重点研发计划(乡村振兴科技创新提振行动计划项目)(2023TZXD066) （乡村振兴科技创新提振行动计划项目）
