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将人工智能集成到自动化灌系统中
Nicoleta Cristina Gaitan1, Bianca Ioana Batinas1, Calin Ursu1
1Faculty of Electrical Engineering and Computer Science, Stefan cel Mare University of Suceava, 720229 Suceava, Romania.
Sensors (Basel, Switzerland)
|February 26, 2025
概括
使用人工智能 (AI) 的自动化灌系统优化了资源利用,促进了东欧的可持续农业. 这项技术通过监测气候和作物条件来提高粮食安全,以便更好地适应极端天气事件.
科学领域:
- 农业科学 农业科学
- 环境科学 环境科学
- 计算机科学 计算机科学
背景情况:
- 东欧面临着气候变化对农业造成的重大影响,威胁到粮食安全.
- 现有的农业实践往往缺乏适应不断变化的气候条件和优化资源利用所需的精度.
研究的目的:
- 介绍一个人工智能驱动的系统,用于东欧的自动化灌和气候监测.
- 优化资源管理 (水,能源) 并提高可持续的农业生产力.
- 为农业适应极端气候现象提供一个框架.
主要方法:
- 通过无线传输 (WebSocket) 连续收集温度,湿度和土壤水分的数据.
- 人工智能 (OpenAI模型) 用于处理物联网 (IoT) 数据和生成气候报告.
- 开发一个用于先进分析,预测建议和国家一级气候趋势评估的系统.
主要成果:
- 该系统允许持续监测和数据收集,以优化灌.
- 由人工智能驱动的分析提供预测性建议,以改善植物健康和资源效率.
- 国家层面的气候评估和趋势识别有助于适应极端天气事件.
结论:
- 在农业监测和灌中整合人工智能对于发展可持续农业至关重要.
- 拟议的系统为脆弱地区提供了一个可复制的框架,以适应气候变化的侵略性.
- 自动化系统通过优化资源管理和提高农业生产率来提高粮食安全.
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