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Apr, 2024
可配置的Python数据中心模型用于可持续冷却和机器学习整合
A Configurable Pythonic Data Center Model for Sustainable Cooling and ML Integration
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Avisek Naug, Antonio Guillen, Ricardo Luna Gutierrez, Vineet Gundecha, Sahand Ghorbanpour...
TL;DR
这篇论文介绍了PyDCM，它是一个Python库，可用于快速构建数据中心的设计和应用强化学习控制，以评估关键的可持续发展指标，包括碳足迹、能源消耗和温度热点等。同时对比了现有EnergyPlus对数据中心建模的方法。
Abstract
There have been growing discussions on estimating and subsequently reducing the
operational carbon footprint
of enterprise
data centers
. The design and intelligent control for
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