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家樂福便利購能源管理系統

Carrefour Energy Management System

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家樂福已於2021年起實行能源管理系統,其功能主要針對冷凍藏與空調系統進行節能控制,截至目前已建置全台43家家樂福便利購,並且有穩定節能效益。


Since 2021, Carrefour has implemented an energy management system that focuses on energy-saving control for refrigeration and air-conditioning systems. This system has been installed in 43 Carrefour Convenience Stores across Taiwan, yielding stable energy-saving benefits.

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經驗證,可節省總電費約10%,平均一間賣場流動電費約為10萬/月,在建置有萬EMS後,能幫助業主至少節省12萬/年。


Research has shown that implementing a YubanTec Energy Management System (EMS) can reduce electricity costs by approximately 10%. For instance, if the average monthly electricity bill for a shopping mall is around $100,000, this system can help owners save at least $12,000 per year, totaling about $120,000 annually.

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  EMS系統自動採集資料及控制設備,透過有萬雲平台使數據可視化,可使用手機APP觀看數據趨勢圖,以利客戶能更快速理解設備狀況,並用歷史數據分析協助客戶定期回顧店面耗電狀況,進一步提升管理效率。

  設備異常時,由有萬雲平台自動發佈警報至LINE推播,使客戶能更迅速處理問題,減少設備故障風險與損失。

  EMS主機與有萬雲平台斷線時,EMS主機仍可自動控制現場設備,避免造成客戶對斷線造成現場之不可控制顧慮。


The EMS (Energy Management System) automatically collects data and manages equipment. Through the Yuban Cloud platform, this data is visualized for easier understanding. Customers can use mobile apps to access data trend charts, allowing them to quickly assess the status of their equipment. Historical data analysis helps customers regularly review their store's power consumption, enhancing overall management efficiency. 


In the event of an equipment malfunction, the Yuban Cloud platform automatically sends an alarm via LINE push notifications. This enables customers to address issues more swiftly, minimizing the risk of equipment failure and potential losses.


If the EMS host becomes disconnected from the Yuban Cloud platform, it can still automatically control on-site equipment. This feature helps alleviate customer concerns about unpredictable on-site situations that may arise due to disconnection.

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業主能從線上儀表板進行即時監測,遠端監測所述店面之數據,以下為家樂福便利購使用數據類別:

  1. 各項設備電源監測
  2. 空調啟動狀況(不論為傳統Package空調箱或是變頻空調)
  3. 冷凍藏溫度趨勢與狀態
  4. 內外氣溫濕度


Store owners can remotely monitor the data from their store using an online dashboard. The types of data available for the Carrefour Convenience Store include:


1. Power usage for each piece of equipment

2. Start-up status of air conditioning units (including both traditional package air conditioners and inverter models)

3. Refrigeration temperature trends and current status

4. Internal and external air temperature and humidity levels

動態溫控 **Dynamic temperature regulation**

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  • 傳統冷櫃控制方法無視冷櫃負載,使用門檻值進行櫃溫控制,
  • 當櫃體處低負載狀態時,可能造成食物寒害及增加能耗情事。
  • 使用人工智慧演算法建立負載推估模型,依據負載變化動態改變溫度控制點,
  • 可節省冷凍藏系統3.27%之能耗。
  • 經測試冷藏櫃動態溫度控制約可減少6%之電磁閥開啟時間。


  • The traditional method of controlling refrigerators overlooks the load on the appliance, relying instead on a fixed threshold to regulate the temperature. This can lead to problems, such as food spoilage and increased energy consumption, especially when the refrigerator is operating in a low-load state. 
  • By employing an artificial intelligence algorithm to develop a load estimation model, we can dynamically adjust the temperature control point based on real-time load changes. This approach has the potential to reduce the energy consumption of the refrigeration system by 3.27%. Additionally, dynamic temperature control can decrease the solenoid valve's opening time by 6%.

空調節能策略 **Energy-Saving Strategies for Air Conditioning**

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以時間序列方式進行溫度調控,依據場域熱門/冷門時段進行空調溫度控制,最高可節省空調系統23.5%之能耗。

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在將要超約之時間點,透過需量控制程式調降空調耗電,進而規避超約罰款的費用。


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數據彙整月報 Monthly data summary report

相對於即時數據,有萬提供整月的報表提供業主回顧,快速閱覽並比較整店耗電的比例與上月耗電。


YubanTec provides a comprehensive monthly report for owners to review, allowing them to quickly read and compare the store's total electricity consumption with that of the previous month.

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