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- 2026-09-04动环与监控Trend researchUnited States
闭环与自优化AI对数据中心BMS/EPMS调控及供电冲击的影响分析
- 闭环AI作为自主控制层接入现有暖通BMS与配电EPMS系统，基于实时传感器遥测数据动态重训神经网络以优化能耗，但无法固化认证需保留人工回滚机制。
- 混合执行训练与推理任务将加剧电力大幅波动，大集群在空载与满载间同步切换，导致数十至数百兆瓦、频率在零点几赫兹的电网冲击常态化。
SourcesData Center Knowledgedatacenterknowledge.com - 2018-07-13动环与监控Trend researchUnited States
数据中心暖通与供配电等物理基础设施面临的网络安全风险解析
- 数据中心暖通、PDU等底层设备联网广泛，但控制系统多沿用默认密码且缺乏补丁更新，易被黑客利用关闭制冷或误触发消防引发宕机。
- 网络分段可增加攻击者在基础设施与业务数据网络间的横向跳跃难度，但仅能减缓攻击而无法彻底防御。
- 调查显示97%的专业人士认为不安全的联网设备会带来灾难性后果，但仅有9%完全掌握其环境中连接互联网的全部物理设备。
Sources中国IDC圈·安全监控dc.idcquan.com
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