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    Systems, methods, and apparatuses for utilizing co-simulation of a physical model and a self-adaptive predictive controller using hybrid automata
    3.
    发明授权
    Systems, methods, and apparatuses for utilizing co-simulation of a physical model and a self-adaptive predictive controller using hybrid automata 有权

    公开(公告)号：US11471597B2

    公开(公告)日：2022-10-18

    申请号：US16593337

    申请日：2019-10-04

    Applicant: Arizona Board of Regents on Behalf of Arizona State University

    Inventor： Imane Lamrani ,  Ayan Banerjee ,  Sandeep Gupta

    IPC: A61M5/172 ,  G05B13/04 ,  G16H20/17

    Abstract: Methods and systems for utilizing co-simulation of a physical model and a self-adaptive predictive controller using hybrid automata are described. For example, there is disclosed a self-adaptive predictive control system to generate an initial patient model with initial patient model settings (k1, k2, . . . , kn) and execute a program that takes as input, the initial patient model settings as configuration parameters that specify at least a plurality of initial states. Such a system further receives new patient inputs and generates hybrid automata as a variation of the initial states by applying the new patient inputs to the initial patient model. The system further derives reachable states from the hybrid automata and outputs all reachable states computed. The system further detects changes and responsively generates a new patient predictive model with new parameter settings (k′1, k′2, . . . , k′n), iteratively repeating until a termination criterion is satisfied. Other related embodiments are disclosed.

    DATA CENTER POWER CONSUMPTION CHARACTERIZATION
    4.
    发明申请
    DATA CENTER POWER CONSUMPTION CHARACTERIZATION 审中-公开
    数据中心功耗特性

    公开(公告)号：US20160313779A1

    公开(公告)日：2016-10-27

    申请号：US15105284

    申请日：2014-12-18

    Applicant: ARIZONA BOARD OF REGENTS ON BEHALF OF ARIZONA STATE UNIVERSITY

    Inventor： Sandeep Gupta ,  Ayan Banerjee ,  Sushil Gupta

    IPC: G06F1/32 ,  G01R21/00

    CPC classification number: G06F1/3228 ,  G01R21/00 ,  G06F1/3203 ,  G06F1/3206 ,  H02J3/26 ,  H02J13/001 ,  H02J2003/007 ,  Y02E40/50 ,  Y02E60/76 ,  Y04S10/40 ,  Y04S40/22

    Abstract: A method for characterizing the power consumption of a data center includes the steps of measuring one or more power consumption parameters associated with the data center when no workload is present, generating one or more workloads in the data center in which one or more three phase PDUs include an imbalanced phase, measuring one or more power consumption parameters associated with the data center during the one or more generated workflows, and characterizing the power consumption of the data center due to phase imbalance of the one or more three phase PDUs based on the measurements. By characterizing the power consumption of the data center due to phase imbalance based on empirical measurements, an accurate characterization of the power consumption attributable to phase imbalance can be achieved.

    Abstract translation: 用于表征数据中心的功耗的方法包括以下步骤：在没有工作负载时测量与数据中心相关联的一个或多个功耗参数，在数据中心中生成一个或多个工作负载，其中一个或多个三相PDU 包括不平衡阶段，在一个或多个生成的工作流程期间测量与数据中心相关联的一个或多个功耗参数，以及由于基于测量的一个或多个三相PDU的相位不平衡来表征数据中心的功耗 。 通过基于经验测量表征由于相位不平衡导致的数据中心的功耗，可以实现归因于相位不平衡的功耗的精确表征。

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