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A platform for the next generation of smarter energy applications

机译:下一代更智能能源应用的平台

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摘要

A number of key technological, social, and business disruptions will drive a new generation of smarter energy applications. The disruptions include the following: 1) large sensor deployments, resulting in a huge increase in data volumes and variety, 2) a move toward clean energy and intermittent renewable energy sources, and 3) a move to highly distributed energy resources. To enable resilient and efficient power delivery, with these disruptions, will require a host of new applications that analyze large amounts and varieties of data in the context of the connected grid and perform analysis, visualization, and control in real-time with very low latency. In this paper, we present a set of capabilities that enable such applications, and a software and hardware platform that combines these capabilities to enable rapid development of a wide array of high-performance and analytics-rich applications. These capabilities include: 1) high-performance time-series ingestion, 2) a flexible data model that spans multiple contexts, 3) high-performance, in-memory analysis of time-varying, hierarchical graphs, 4) data service for co-presenting real-time and static spatiotemporal data for real-time web-based visualization, and 5) a seamless combination of event-based and service-oriented programming models.
机译:许多关键的技术,社会和业务中断将推动新一代更智能的能源应用。中断包括:1)大型传感器部署,导致数据量和种类的大量增加; 2)转向清洁能源和间歇性可再生能源; 3)转向高度分散的能源。为了在这些中断情况下实现弹性高效的电力输送,将需要大量新应用程序,这些应用程序可以在连接的网格环境中分析大量和各种数据,并以非常低的延迟实时执行分析,可视化和控制。在本文中,我们介绍了一组启用此类应用程序的功能,以及一个将这些功能组合在一起的软件和硬件平台,以快速开发各种高性能和分析丰富的应用程序。这些功能包括:1)高性能时间序列提取,2)跨多个上下文的灵活数据模型,3)随时间变化的分层图的高性能内存中分析,4)协同服务的数据服务为基于Web的实时可视化提供实时和静态时空数据,以及5)基于事件和面向服务的编程模型的无缝结合。

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