黑龙江畜牧兽医Issue(3)：43-47,5.DOI:10.13881/j.cnki.hljxmsy.2025.09.0052
智能化精准饲喂系统中猪群采食行为监测与饲料配给算法研究进展
Advances in feeding behavior monitoring and feed allocation algorithms for intelligent precision swine feeding systems
摘要
Abstract
Intelligent precision feeding is a key approach in modern pig production to improve feed efficiency and promote sustainable farming.This review summarized feeding behavior monitoring methods including RFID with electronic feeders,load-cell sensors,video recognition,and audio detection and analyzed their strengths and limitations.It further examined feed allocation algorithms,from mechanistic nutrition and reinforcement learning models to data-driven and optimization approaches,highlighting their role in individualized nutrition.Finally,future trends such as multimodal sensing,intelligent algorithm evolution,cloud-edge integration deployment,and green and low-carbon feeding strategies were discussed.关键词
智能化精准饲喂/采食行为监测/饲料配给模型/多模态感知/绿色养殖Key words
intelligent precision feeding/feeding behavior monitoring/feed allocation model/multimodal sensing/green farming分类
农业科技引用本文复制引用
苏波,李元超,李静,徐锋,段崇晖,崔大勇,吴开朋,郎艳霞..智能化精准饲喂系统中猪群采食行为监测与饲料配给算法研究进展[J].黑龙江畜牧兽医,2026,(3):43-47,5.基金项目
2023年农技推广体系改革与建设项目(SDGP371326000202402000184) （SDGP371326000202402000184）
2024年山东省科协智库决策咨询研究项目(24ZKYB027) （24ZKYB027）
