@inproceedings{036da02b6fa142fabd3e4dc53ea10fd0,
title = "Efficient Online Uncertainty Evaluation for Microgrid Systems",
abstract = "In this study, we present a method for online estimation of the mean performance output in microgrid systems subject to high-dimensional and dynamic uncertainties. We integrate an efficient Multivariate Probabilistic Collocation Method (MPCM) based sampling strategy with a Copula-based conditional probability distribution. This integrated method enables online evaluation of system outputs with high estimation accuracy and efficiency. The online evaluation algorithm is developed, and its theoretical analysis is provided. Real Time Digital Simulator (RTDS) experiments validate the method, demonstrating its feasibility for practical applications.",
keywords = "Microgrid systems, online evaluation, RTDS experiment, uncertainty evaluation",
author = "Siyu Zhou and Yan Wan and Zimin Jiang and Peng Zhang and Zongli Lin and Shamash, \{Yacov A.\}",
note = "Publisher Copyright: {\textcopyright} 2025 IEEE.; 2025 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2025 ; Conference date: 05-10-2025 Through 08-10-2025",
year = "2025",
doi = "10.1109/SMC58881.2025.11342464",
language = "English",
series = "Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "5728--5735",
booktitle = "2025 IEEE International Conference on Systems, Man, and Cybernetics",
}