Enhancing Smart Farming Capabilities for Small-Scale Cattle Farmers in Chiang Rai, Thailand

Bunyarat Umsura, Kamonlak Chaidee, Kingkan Puansurin, Dueanpen Manoruang, Pornthipat Wimooktayone, Kanjana Boontasri, Wisoot Kaenmueng
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Abstract

This research aims to develop an IoT-driven smart farming system for beef cattle management in Chiang Rai Province, Thailand. The system empowers small-scale farmers by enabling precise criteria for cattle care, optimized feeding, growth monitoring, breeding analysis, and cost estimation through WSN and cloud-based platforms. The sensors gather raw data on consumption from the feeding troughs and then transmit it to the cloud-based platform. Consumption data is then analyzed using Linear Regression Analysis. Key findings indicate a substantial correlation (0.995) between feed quantity and cattle weight gain, with a predictive capability of 99%. This system enhances precision and decision-making in cattle farming, offering significant benefits to small-scale farmers in the region.
提高泰国清莱小型养牛场主的智能农业能力
本研究旨在为泰国清莱府的肉牛管理开发一个物联网驱动的智能养殖系统。该系统通过 WSN 和基于云的平台,实现精确的肉牛护理标准、优化喂养、生长监测、繁殖分析和成本估算,从而增强小规模养殖户的能力。传感器收集来自饲槽的原始消耗数据,然后将其传输到云平台。然后使用线性回归分析法对消耗量数据进行分析。主要研究结果表明,饲料量与牛的增重之间存在很大的相关性(0.995),预测能力达到 99%。该系统提高了养牛业的精确度和决策水平,为该地区的小规模养殖户带来了显著效益。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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