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一座正在運作、配備冷卻系統與伺服器的資料中心。
實際應用

運用 AI 動態調整冷卻以符合 IT 負載

由感測器、冷卻單元控制系統與 AI 引擎所組成的網路,可動態優化您在白區的冷卻管理。如此一來,不僅能提升能源效率、降低成本,也有助於符合熱能 SLA,並延長設備壽命。

An illustration of a data center with servers and networking equipment.

挑戰

運算活動會產生大量熱能,這些熱能來自白區中的所有伺服器;一旦過熱,就會造成停機的重大風險,因此機房必須持續冷卻。然而,這類冷卻會消耗大量能源,進而增加營運成本,同時也存在過度冷卻的風險,反而會影響伺服器的效能。

解決方案

我們可部署由感測器、冷卻單元控制系統與 AI 引擎組成的網路,根據即時 IT 負載動態調整機房的冷卻能力。密集的感測器網路會量測 IT 設備進風口的溫度;AI 引擎則會建立涵蓋整個機房、細到每一座 IT 機櫃的即時氣流模型。它會計算最佳的冷卻單元組合,確保每個感測點都能維持最佳溫度,再將指令傳送至這些冷卻單元執行。

長期提升營運表現

Siemens 將協調現場部署與軟體設定;節能成效將以基準值進行紀錄。客戶可透過系統使用者介面檢視設備與冷卻效能的洞察資訊,包括儀表板、影響圖、趨勢分析等,還能依告警的嚴重程度,在通知標籤報表中檢視相關警報。若與 Siemens 金融服務合作,升級所帶來的節能效益可事先預測,使投資能夠透過保證的節能成果自行回收。您可以將資本支出轉為營運支出,讓技術轉型在現金流上保持中性。

A server room in a data center with rows of servers and networking equipment.

熱能可靠性

  • 自動降低熱點,並提供視覺化指引以利持續改善
  • 透過跨所有機櫃的智慧維護提升可靠性
  • 確保符合熱能 SLA

節能效益

  • 在 500 多項安裝案例中,平均可達成持續性冷卻節能 40%
  • 電力使用效率提升 5% 至 10%
  • 簡易投資回收期不到 3 年
  • 減少設備磨耗,延長使用壽命

更多 IT 容量

  • 為 IT 擴充提供新容量
  • 提高白區空間利用率

減輕員工負擔

  • 自主運作的解決方案,幾乎無需人工介入
  • 讓人員能專注於其他高價值的任務

How to get started

Whether you’re building a new data center or modernizing an existing one, Siemens combines AI-powered White Space Cooling Optimization with our building management system to deliver fast deployment and continuous performance improvement.

Commercial Buildings Socials Holistic 01 Consulting

Assess cooling performance

Analyze your current data center cooling, airflow behavior, and thermal risks with infrastructure experts to establish a clear baseline and identify optimization potential.

Commercial Buildings Socials Holistic 05 Operations

Connect sensors and systems

Deploy wireless sensors and integrate cooling units into the Siemens ecosystem, including WSCO and Desigo CC, to capture real-time environmental and operational data.

Commercial Buildings Socials Holistic 02 Planning Design

Train the AI

Allow the AI engine to learn airflow dynamics and cooling influences, then enable autonomous control to dynamically match cooling to real-time IT load.

Commercial Buildings Socials Holistic 06 Success Monitoring

Optimize continuously

Leverage dashboards, insights, and analytics to monitor performance, ensure thermal SLA compliance, and continuously improve energy efficiency and cooling operations.

Cool down on energy demand

Company: Compass Datacenters

Location: USA

Siemens solutions: White space cooling optimization (WSCO), integrated BMS-EPMS, power quality, low voltage power distribution

To build one of the greenest and most advanced data centers in the Baltics, Greenergy partnered with Siemens to implement AI-driven data center cooling optimization. Using White Space Cooling Optimization (WSCO), Greenergy could reduce overall facility power consumption by up to 40%, while supporting reliable, scalable, and sustainable operations.

Siemens provided not only the necessary hardware and software, but also the technical solution consulting throughout the project.

Explore our related data center resources