Modern buildings consume a significant share of global power production. The primary sources of the power consumption are heating, ventilation and air conditioning (HVAC), light, cooking equipment, technical equipment like elevators, office facilities. Optimization of the buildings power consumption requires real-life data both for strategic planing and operational control. Here we analyze detailed power consumption of a research institute campus which is a medium-sized office buildings. Our data contain detailed electric measurements of 100 three-phase power lines which power all facilities inside the building. Each line is associated with several power consumers like lights, HVAC and office equipment. We analyze weekly and monthly trends, typical patterns in power consumption, and provide rough analysis of what classes of power consumers are most active in specific periods of time.

中文翻译：

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办公楼能耗详细分析

现代建筑消耗了全球电力生产的很大一部分。电力消耗的主要来源是供暖、通风和空调（HVAC）、照明、烹饪设备、电梯等技术设备、办公设施。建筑物能耗的优化需要真实的数据来进行战略规划和运营控制。这里我们分析一个研究所园区的详细能耗，该园区是一座中型办公楼。我们的数据包含 100 条三相电力线的详细电力测量数据，这些电力线为建筑物内的所有设施供电。每条线路都与多个用电设备相关联，例如灯、暖通空调和办公设备。我们分析每周和每月的趋势、电力消耗的典型模式，并粗略分析哪些类别的电力消费者在特定时间段最活跃。