Search Results - evaluation-simulation methods

Assessing the capacity value of demand flexibility from aggregated small Internet data centers in power distribution systems by Bo Zeng, Xinzhu Xu, Fulin Yang

“…Considering the effects of the data load dynamics, equipment constraints, and user behavior, we developed a sophisticated DR model for aggregated SIDCs using a data network aggregation method. Unlike existing studies, the proposed model captures the uncertainties associated with end tenant decisions to opt into an SIDC-DR program by utilizing a novel uncertainty modeling approach called Z-number formulation. …”
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Parallel Simulation Multi-Sample Task Scheduling Approach Based on Deep Reinforcement Learning in Cloud Computing Environment by Yuhao Xiao, Yping Yao, Feng Zhu

“…Therefore, herein, a parallel simulation multi-sample task scheduling method based on deep reinforcement learning in a cloud computing environment is proposed. …”
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Nitrate Hysteresis as a Tool for Revealing Storm‐Event Dynamics and Improving Water Quality Model Performance by Admin Husic, James F. Fox, Evan Clare, Tyler Mahoney, Amirreza Zarnaghsh

“…Though high frequency sensor data have become readily available and computational models more accessible, the integration of these two methods for improved prediction is underdeveloped. …”
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Dynamic contagion potential framework for optimizing infection control in healthcare by Alexandra Fedrigo, Mohamad Nassar, Jennifer Bail, Antonia Bates-Ford, Satyaki Roy

“…This study addresses that gap by leveraging the concept of contagion potential (CP), a behavior- and context-driven metric of infection risk, to develop a framework for minimizing the incidence of HAIs.MethodsThe proposed framework integrates CP, which encapsulates an individual's susceptibility and transmissibility, taking into account movement patterns and interactions across hospital units. …”
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