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Active Disturbance Rejection Control for Server Thermal Management

机译:服务器热管理的主动扰动控制

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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.
机译:近年来,提高服务器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态具有非线性,显着的环路间耦合,并且连续快速变化/未知工作负载干扰,因此对控制工程师和数据中心架构师工程师构成了巨大挑战。为了解决上述问题,本文提出了一种基于闪存系统和单位服务器中CPU的积极扰动抑制控制基于闪存系统和CPU,同时提高风扇功耗效率,并调节服务器组件的温度,以避免由此引起的降级性能过热。在该研究中,基于Samsung Mission峰值(MP)服务器建立基准系统,其中系统评估了热特性和现有解决方案。模拟中证明了设计概念的性能。实验结果表明,随着所提出的控制解决方案,大大消除了温度过冲,温度更紧密地控制,驱动节流率大大降低。此外,该方法显示能够节省高达45 %的能量与PID控制器,节省大约77 %的能量与动态风扇速度控制方法,并节省了大约98 %的能量与原生风扇速度控制。

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