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Driving Operational Efficiency in Agriculture with IoT: A Case Study on Hitachi Process Intelligence and Google Cloud
技术
- 分析与建模 - 大数据分析
- 分析与建模 - 机器学习
适用行业
- 农业
- 食品与饮料
适用功能
- 产品研发
- 质量保证
用例
- 农业病虫害管理
- 牲畜监测
服务
- 云规划/设计/实施服务
- 测试与认证
挑战
澳大利亚肉类与畜牧业公司 (MLA) 是全球牲畜生产和出口领域的领导者,面临着提高产品质量、生产力和全球市场份额的挑战。他们的目标是推动整个行业采用最佳实践,并改进数据收集以增强决策能力。业务挑战是整合整个价值链的数据以推动决策。这不仅从供需角度来看是必要的,而且从质量角度来看也是必要的,以便农民能够不断改进并在正确的时间向正确的市场提供正确的产品。鉴于 MLA 为占地超过 520 万英亩的 50,000 个农场提供支持,他们需要解决方案和云合作伙伴的协作,这些合作伙伴必须深入了解肉类和畜牧行业的挑战,并具备开发新的物联网 (IoT) 数字战略的专业知识,以收集数据并在整个价值链中做出数据驱动的决策。
关于客户
澳大利亚肉类与畜牧业协会 (MLA) 是世界上最大、最成功的牲畜生产商之一,也是牛肉、绵羊、羔羊肉和山羊肉出口的全球领导者。为了支持该行业的盈利能力、可持续性和全球竞争力,MLA 为澳大利亚的牛、绵羊和山羊生产商提供研究、开发和营销服务。 MLA 的主要利益相关者是其 50,000 名畜牧生产者成员。为了推动前沿创新,MLA 建立战略合作伙伴关系,旨在通过使用数字技术提高农场生产力并培养行业领导技能,从而提高生产力、质量和透明度。
解决方案
为了实现其物联网之旅,MLA 转向了日立和 Google Cloud。日立为智能农业提供了日立过程智能 (HPI),使 MLA 的利益相关者能够直观地代表各个农场的运营情况,为决策提供洞察力,并在整个供应链中建立最佳实践。该解决方案结合了先进的流程和数据分析来支持业务决策并提高业务绩效。 HPI 将畜牧业运营与最佳实践框架相匹配,该框架将行业标准实践与农场特定的解决方案相结合,以满足独特的需求。这通过使用人工智能和机器学习算法开发的预测和预测提供决策支持。数据收集计划包括在多个地点的牛身上安装射频识别 (RFID) 标签。日立还创建了一个连接网络,提供从地面传感器和无人机 (UAV) 到 HPI 平台的连接。从田野到天空,日立和 Google Cloud 帮助澳大利亚畜牧业部署传感器并捕获先进的成像,以提供详细的生物量估算、牛头数和高分辨率调查。
运营影响
数量效益
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