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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Junjie Peng

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Open access Aug 2026

Control-Aware Multi-Horizon PUE Forecasting for Coordinated Data Center Demand-Side Management and Microgrid Dispatch

Data centers can provide demand-side flexibility by coordinating computing workloads, cooling systems, and on-site energy resources. However, facility demand varies with information technology (IT) load and cooling operation, making a fixed power usage effectiveness (PUE) or a forecast independent of planned controls i...

Ying-Qi Liang, Junjie Peng, Guanyu Fu et al. · 0 citations

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