Active Disturbance Rejection Control for Server Thermal Management

Qinling Zheng, Zhan Ping
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引用次数: 1

Abstract

In recent year, 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, this poses huge challenges to control engineers and data center architect engineers. To address the above concerns, this paper presents an active disturbance rejection control based decoupling control algorithm for flash storage systems and CPUs in a one-unit server to simultaneously improve fan power consumption efficiency and regulate the server components' temperature to avoid downgraded performance caused by overheating. In the study, a benchmark system is established based on the Samsung Mission Peak (MP) server where the thermal characteristics and existing solutions are both systematically evaluated. Performance of the design concept is proved in simulation. Experiment results show that, with the proposed control solution, temperature overshoot is greatly eliminated, temperatures are more tightly controlled and the drive throttling rate are greatly decreased. Furthermore, the proposed method is shown to be able to save up to 45% energy versus a PID controller, saves about 77% energy versus dynamic fan speed control method, and saves about 98% energy versus native fan speed control.
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服务器热管理的自抗扰控制
近年来,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,这给控制工程师和数据中心架构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的解耦控制算法,用于单台服务器的闪存存储系统和cpu,在提高风扇功耗效率的同时,调节服务器组件的温度,避免因过热而导致性能下降。在研究中,基于三星Mission Peak (MP)服务器建立了一个基准系统,系统地评估了热特性和现有解决方案。仿真结果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,驱动节流率大大降低。此外,所提出的方法被证明能够比PID控制器节省高达45%的能量,比动态风扇转速控制方法节省约77%的能量,比本机风扇转速控制节省约98%的能量。
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