Information geometry for model verification in energy systems
Information geometry for model verification in energy systems
复制标题
用于能源系统模型验证的信息几何
DOI：
--
复制
发表时间：
2016
期刊：
影响因子：
--
通讯作者：
A. Stanković
中科院分区：
文献类型：
--
作者：
M. Transtrum;A. Sarić;A. Stanković
本文描述了一类新的系统识别程序，该程序是为可再生能源电力系统量身定制的。我们的程序建立在微分几何计算进步的基础上，并为电力系统识别中经常遇到的挑战提供了一种新的、全局的、内在的表征。该方法还受益于高质量测量的可用性增加。虽然所提出的方法是在多机基准电力系统中基于可再生能源IEEE 14总线的示例中说明的，但它同样适用于系统其他组件（例如动态负载）的识别。
The paper describes a new class of system identification procedures that are tailored to electric power systems with renewable sources. Our procedure builds on computational advances in differential geometry, and offers a new, global, intrinsic characterization of challenges frequently encountered in system identification of electric power systems. The approach also benefits from increased availability of high-quality measurements. While the proposed procedure is illustrated on renewable source IEEE 14-bus based example in a multi-machine benchmark power system, it is equally applicable to identification of other system components (for example, dynamic loads).
影响因子：
6.6
作者：
Burth, M;Verghese, GC;Vélez-Reyes, M
通讯作者：
Vélez-Reyes, M