智慧农业导刊2025，Vol.5Issue(24)：15-18,4.DOI:10.20028/j.zhnydk.2025.24.004
基于AI的育苗温室环控系统设计
摘要
Abstract
Driven by the demand for precision production in modern agriculture,integrating AI into the design of intelligent environmental control systems for seedling cultivation has become a key approach to overcoming the limitations of traditional environmental regulation in facility-based seedling production and enhancing the intelligence and precision of the seedling process.Traditional seedling environmental control systems often rely on manual experience or simple threshold controls,lacking precise regulation capabilities.This makes it difficult to dynamically adapt to the environmental demands throughout the entire seedling growth cycle,thereby affecting seedling survival rates and quality.This paper systematically elaborates on the design significance of AI-based intelligent environmental control systems for seedling cultivation in improving seedling quality and efficiency,advancing agricultural digital transformation,and expanding innovative application scenarios for AI technology in agriculture.Addressing current limitations in environmental control system design-such as low regulation precision,insufficient real-time responsiveness,and weak coordinated regulation of multiple environmental factors-this paper proposes a design framework.This framework incorporates deep learning-based intelligent perception and growth prediction models,along with dynamic adaptive environmental control strategies enabled by multi-sensor data fusion.It provides a reference for the innovative application of intelligent facility seedling cultivation technology.关键词
环控系统/精准调控/AI/数据融合/自适应环境控制Key words
environmental control system/precise regulation/AI/Data fusion/adaptive environmental control分类
农业科技引用本文复制引用
..基于AI的育苗温室环控系统设计[J].智慧农业导刊,2025,5(24):15-18,4.基金项目
湖北省科技发展专项(42000024205T000000111) （42000024205T000000111）
湖北省自然科学基金项目—襄阳联合资助项目(2024AFD051) （2024AFD051）
