农业大数据学报2026，Vol.8Issue(2)：199-211,13.DOI:10.19788/j.issn.2096-6369.000126
肉牛绿色健康智慧养殖:框架、技术与展望
Green,Healthy,and Smart Beef Cattle Farming:Framework,Technologies,and Future Outlook
摘要
Abstract
With the deep integration of new-generation information technologies such as artificial intelligence into animal husbandry,beef cattle farming is undergoing a transformation toward green,healthy,and smart practices.From the perspective of integrating operational and informational flows,this paper constructs a comprehensive framework for smart beef cattle farming along the process of"dynamic sensing-precise control-intelligent decision-making-feedback application."The framework comprises four core modules:dynamic sensing and monitoring,intelligent control and operations,smart analysis and decision-making,and innovative integration and demonstration.It aims to establish a farming system driven by data,supported by integrated technologies,enabled by intelligent equipment,and guided by industry applications.Four key technologies essential for implementation are analyzed:intelligent sensing and health monitoring,precision feeding and biosecurity control technology,and smart decision systems.Their concepts,recent advancements,and application values are summarized.Finally,future development directions are explored in terms of theoretical enhancement,technological iteration,scenario adaptability,and industrial ecosystem coordination,providing theoretical and practical references for the high-quality and modern transformation of animal husbandry.关键词
肉牛养殖/智慧畜牧/智能决策/产业升级Key words
beef cattle farming/smart animal husbandry/intelligent decision-making/industrial upgrading引用本文复制引用
张崧雪,孔繁涛,王越,曹姗姗,张志勇,孙伟..肉牛绿色健康智慧养殖:框架、技术与展望[J].农业大数据学报,2026,8(2):199-211,13.基金项目
国家重点研发计划项目课题(2024YFD2000305) （2024YFD2000305）
吉林省重点研发项目(20240303079NC) （20240303079NC）
中国农业科学院科技创新工程(10-IAED-RC-09-2025). （10-IAED-RC-09-2025）
