南京农业大学学报2025，Vol.48Issue(3)：515-527,13.DOI:10.7685/jnau.202404039
多模态技术在智能养鸡工厂中的研究现状与展望
Research progress and prospect of multimodal technology in intelligent chicken farming factory
摘要
Abstract
Intelligent chicken farming factory is an inevitable trend in the development of poultry industry in China.The process of large-scale chicken farming is often accompanied by a large amount of data,and the use of intelligent methods to collect and analyze it is of great significance for reducing labor force,avoiding disease spread,and improving breeding profits.By utilizing multimodal technology to collect and fuse data from multiple dimensions during the chicken breeding process,it will be possible to effectively regulate the cage environment,identify abnormal diseases in chickens in a timely and accurate manner,and encourage breeding personnel to intervene and treat them in a timely manner.This article discussed the methods of data collection and fusion using multimodal technology in the chicken farming factory,and listed the applications of multimodal technology in monitoring chicken coop environment and physiological information,analyzing individual information and behavior,detecting anomalies and identifying diseases.The key challenges of multimodal technology in the chicken farming factory were discussed.In order to provide reference for China's intelligent chicken factory big data platform construction,an analysis of development trends was conducted.关键词
多模态技术/鸡病识别/数据分析/智能养殖Key words
multimodal technology/chicken disease identification/data analysis/intelligent aquaculture分类
信息技术与安全科学引用本文复制引用
唐瑜嵘,解彬彬,刘龙申,姚文,沈明霞..多模态技术在智能养鸡工厂中的研究现状与展望[J].南京农业大学学报,2025,48(3):515-527,13.基金项目
江苏省现代农业——重点及面上项目(BE2022379) （BE2022379）
科技创新2030——"新一代人工智能"重大项目(2021ZD0113800) （2021ZD0113800）
