Ansaldo Energia Enhances Data Quality and Monitors Production KPIs with Automated Analytics

技术

功能应用 - 制造执行系统 (MES)
平台即服务 (PaaS) - 数据管理平台

适用行业

建筑物
水泥

适用功能

物流运输
质量保证

用例

添加剂制造
视觉质量检测

服务

测试与认证

挑战

Ansaldo Energia 面临着资源规划系统中数据不准确的挑战，这对其供应链和制造流程产生了负面影响。他们需要一种方法来监控与数据质量和不准确信息的影响相关的关键绩效指标 (KPI)。

关于客户

Ansaldo Energia 是一家为热电厂生产发电机和涡轮机的能源公司。它们已运营近 200 年，业务遍及 90 多个国家。总体规划师 Guglielmo Mantero 与公司的调度员密切合作，规划生产线并确保供应链能够支持公司的需求。

解决方案

Ansaldo Energia 实施了 Alteryx（一个自动化分析平台）来监控 KPI 并提高数据质量。他们使用 Alteryx Designer 构建工作流程，从 SAP 检索数据，将其与其他数据集进行匹配，并提供更准确的见解。该公司还实现了数据核对、预算和其他财务流程的自动化，每年节省 100 万欧元。

运营影响

The implementation of Alteryx has brought about significant operational improvements within Ansaldo Energia. The planning team has been able to create an accurate, evolving picture of how the company manages its data and the effects inaccurate data can have on manufacturing processes. The workflows have helped improve data management within the company. For instance, in just five months, the planning team increased the percentage of valid orders coming from SAP from 75% to 92% after identifying problem areas in its generator manufacturing order process. This improvement has given the planners and schedulers a more accurate picture of the upcoming work, helping them budget and plan manufacturing with more confidence. The finance team has also seen success, automating data reconciliation, budgeting, profit and loss processes, and more, which has improved its own data quality and enabled Ansaldo Energia’s leadership to access insights quickly and more regularly than before.

数量效益

€1 million saved annually by automating key processes in the finance department
Improved data quality and hygiene by using workflows to monitor KPIs
Improved order information accuracy to 92% for more accurate plans and schedules