M. Braun, C. Gruhl, C. A. Hans, P. Härtel, C. Scholz, B. Sick, M. Siefert, F. Steinke, O. Stursberg, and S. Wende-von Berg, “Predictions and Decision Making for Resilient Intelligent Sustainable Energy Systems,” in IEEE PES ISGT Europe, IEEE, Ed. Dubrovnik, Croatia, 2024, pp. 1–5.
Abstract
Future energy systems are subject to various uncertain influences. As resilient systems they should maintain a constantly high operational performance whatever happens. We explore different levels and time scales of decision making in energy systems, highlighting different uncertainty sources that are relevant in different domains. We discuss how the uncertainties can be represented and how one can react to them. The article closes by summarizing, which uncertainties are already well examined and which ones still need further scientific inquiry to obtain resilient energy systems.
BibTex
@article{baum2024distributed,
abstract = {This paper introduces two novel methods to synthesize distributed observers for time-varying communication graphs which are modeled as continuous-time Markov processes. The first method obtains all design parameters in a centralized step by solving a system of coupled LMI, while the second method utilizes an observability decomposition to design the parameters locally by partitioning into observable and unobservable system parts. For both methods, the paper provides sufficient conditions for the existence of distributed observers which asymptotically achieve omniscience almost surely. A numerical example to compare the two methods is provided in addition. },
author = {Braun, M. and Gruhl, C. and Hans, C. A. and Härtel, P. and Scholz, C. and Sick, B. and Siefert, M. and Steinke, F. and Stursberg, O. and Wende-von Berg, S.},
doi = {https://doi.org/10.1109/ISGTEUROPE62998.2024.10863480},
journal = {IEEE PES ISGT Europe},
pages = {1-5},
title = {Predictions and Decision Making for Resilient Intelligent Sustainable Energy Systems},
year = 2024
}
URL
https://ieeexplore.ieee.org/document/10863480
doi:10.1109/ISGTEUROPE62998.2024.10863480