技术
- 功能应用 - 计算机化维护管理系统 (CMMS)
- 平台即服务 (PaaS) - 应用开发平台
适用行业
- 运输
- 公用事业
适用功能
- 维护
用例
- 预测性维护
- 交通模拟
关于客户
Fastned 是电动汽车 (EV) 快速充电技术的先行者。在该行业扎根并大规模扩张之前,该公司的充电站规模较小。在过去的几年里,其业务受到电动汽车行业巨大飞跃的推动。 Fastned 始终在其欧洲充电网络中提供卓越的客户服务。通过充电基础设施捕获的数据,该公司进行了扩展以满足不断增长的需求,到 2022 年,其网络规模扩大到包括超过 225 个充电站,在荷兰、德国、比利时、法国、瑞士和英国提供超过 1,100 个充电桩。
挑战
Fastned 是电动汽车 (EV) 快速充电基础设施领域的先驱,随着电动汽车行业呈指数级增长,Fastned 面临着重大挑战。该公司最初的充电站规模较小,并随着行业的扎根而扩大规模。然而,随着 Fastned 数据规模呈指数级增长,该公司需要迁移其遗留系统 Redshift,该系统的扩展需要大量资源,而且在团队中实现见解民主化的成本高昂。 Fastned 还面临着建设更多充电站和确保持续卓越的用户体验的压力,而利用现有技术堆栈实现这一点变得越来越困难。该公司的数据团队很快意识到,随着整个网络中数据收集点的增加,传统的 AWS Redshift 数据仓库将无法满足其不断增长的需求。虽然 Tableau 被用来提供见解,但大规模分析却因高成本而受到阻碍。
解决方案
Fastned 求助于 Databricks Lakehouse 平台来支持其充电网络的快速扩展。从 Redshift 迁移的决定是由于能够轻松访问各种数据源、摄取充电站生成的流数据以及在单一事实来源中轻松获得所有数据的统一视图。通过将数据集中在 Lakehouse 中,Fastned 使用 Databricks SQL 实现见解民主化,以便所有团队都可以创建自己的仪表板并开始利用数据来帮助推动业务发展。数据团队现在能够在几天内分析充电器利用率数据。 Databricks 实现了整个组织内数据使用的民主化,使 Fastned 成为电动汽车领域的驱动力。
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