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More Time and Better Results with Siemens Gas and Power Thanks to Alteryx
技术
- 分析与建模 - 数据即服务
- 分析与建模 - 实时分析
适用功能
- 商业运营
用例
- 预测性维护
- 过程控制与优化
服务
- 数据科学服务
挑战
西门子天然气与电力部门于 2016 年针对发电厂服务发起了一场生产力攻势。目标是分析哪些领域可以避免不必要的成本，例如过高的材料费用。由于该业务部门有数千种不同的指标、超过 5,000 个不同的数据集和超过 8,000 名员工，调查工作非常复杂且耗时。当结果出来时，分析几乎已经过时了。第一步是改用 Tableau 来改进可视化。然而，耗时且复杂的数据提供实际问题仍未得到解决。
关于客户
西门子是德国最重要的公司之一，成立于 1847 年 10 月。如今，这家科技公司活跃于 190 个国家，仅在德国就有 125 个分支机构。这家在 DAX 30 交易所上市的公司在全球拥有约 379,000 名员工。西门子天然气和电力部门是这一巨大动力的一个轮子。为了确保这里的所有流程都能高效互动，西门子于 2016 年发起了一场针对发电厂服务的生产力攻势。
解决方案
最大的变化来自于 Alteryx。Alteryx 提供了自动化功能，因此不再需要重复性任务（例如手动更新数据），员工可以更加专注于分析。除了节省时间之外，Alteryx 还提高了分析质量。由于仪表板以三小时为周期自动更新，因此数据永远不会过时。Alteryx 用户友好且易于学习，这是员工如此喜欢 Alteryx 的两个关键原因。借助 Alteryx，各个部门的员工都可以接受培训成为公民数据科学家。在西门子燃气和电力部门的案例中，该软件主要用于中层管理，以优化特定的流程。
运营影响
数量效益
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