An Active Disturbance Rejection Control Approach to Fan Control in Servers

Qinling Zheng, Zhan Ping, S. Soares, Yu Hu, Zhiqiang Gao
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引用次数: 2

Abstract

As more and more massive data storage drives are used in super high density, the power used to cool the servers has become an increasingly large component of the total power consumption. Therefore, improving server cooling efficiency has become an essential requirement in data centers. However, because the thermal dynamics of the server system has characteristics such as nonlinearity, significant inter-loop coupling, and continuously fast changing/unknown workload disturbances, these pose huge challenges to control engineers and data center architect engineers. To address the above concerns, this paper presents an active disturbance rejection control (ADRC) based temperature control solution to realize the thermal regulation in a one-unit (1U) server to simultaneously improve fan power consumption efficiency and regulate the server components' temperature to avoid downgraded performance caused by overheating. In this study, an experimental testbed is built and modeled to capture the thermal dynamics of a typical 1U blade server where the thermal characteristics and existing solutions are both systematically evaluated. Performance of the design concept is proved both in simulation and hardware testbed. Experimental results show that, with the proposed control solution, temperature overshoot is greatly eliminated, temperatures are more tightly controlled and the server components' throttling rate are greatly decreased. Furthermore, the proposed method is shown to be able to save up to 22% energy when the temperature set-point is increased.
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一种服务器风扇控制的自抗扰控制方法
随着越来越多的海量数据存储驱动器以超高密度的方式使用,用于服务器冷却的功率在总功耗中所占的比例越来越大。因此,提高服务器的冷却效率已成为数据中心的基本要求。然而,由于服务器系统的热动力学具有非线性、显著的环间耦合和持续快速变化/未知的工作负载干扰等特征,这些给控制工程师和数据中心架构师工程师带来了巨大的挑战。针对上述问题,本文提出了一种基于自抗扰控制(ADRC)的温度控制方案,实现1U服务器的热调节,在提高风扇功耗效率的同时,调节服务器组件的温度,避免过热导致性能下降。在本研究中,建立了一个实验测试平台并对其建模,以捕获典型1U刀片服务器的热动力学,并对其热特性和现有解决方案进行了系统评估。通过仿真和硬件实验验证了设计理念的有效性。实验结果表明,所提出的控制方案大大消除了温度超调,温度控制更加严格,大大降低了服务器组件的节流率。此外,当温度设定点增加时,所提出的方法被证明能够节省高达22%的能量。
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