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Digital Transformation of Essex Furukawa with Sight Machine
技术
- 分析与建模 - 机器学习
- 功能应用 - 制造执行系统 (MES)
适用行业
- 电网
- 设备与机械
适用功能
- 维护
- 质量保证
用例
- 预测性维护
- 视觉质量检测
服务
- 测试与认证
挑战
在不牺牲质量的情况下提高吞吐量
Essex Furukawa 的增长依赖于在不影响质量的情况下增加产量的能力。 Essex Furukawa 为 EV 电机制造的漆包线必须符合严格的标准，使其能够承受多年的严重压力，包括高温、高电流和快速开关频率。
Essex Furukawa 的领导层知道，通过使用 IT/OT 方法连接他们的制造工厂，他们可以收集和分析生产数据，从而更快地预测、诊断和解决生产问题。他们寻求生产的实时视图以及应用高级分析进行预测性维护和持续运营优化的能力。
客户
埃塞克斯古河
关于客户
Essex Furukawa 是全球领先的电磁线供应商，大多数主要原始设备制造商 (OEM) 和汽车、能源和工业领域的行业领导者都在使用该电磁线。 Essex Furukawa Magnet Wire 的业务是在全球范围内开展业务，但在本地提供服务。
解决方案
在 Azure 上部署 Sight Machine
在评估了竞争解决方案后，Essex Furukawa 选择了 Microsoft 合作伙伴 Sight Machine，开始其位于墨西哥 Torreon 的制造工厂的数字化转型。 Essex Furukawa 之所以选择 Sight Machine，是因为它能够将所有生产数据转化为制造运营和分析的通用数据基础。
Sight Machine 开发了专注于提高质量的分析模型。该系统推荐改进质量的方法并验证改进的幅度以确保有价值的结果。该模型使用实时流数据不断重新训练，以获得最佳效果。这些建议导致效率显着提高。在墨西哥制造工厂成功部署后，Essex Furukawa 选择 Sight Machine 作为其在美国、中国、德国、塞尔维亚、加拿大和马来西亚的工厂的制造生产力平台。
运营影响
数量效益
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