학술논문

Comparison of Different Approaches for Solar PV and Storage Sizing
Document Type
Periodical
Source
IEEE Transactions on Sustainable Computing IEEE Trans. Sustain. Comput. Sustainable Computing, IEEE Transactions on. 7(3):499-511 Sep, 2022
Subject
Computing and Processing
Computational modeling
Calculus
Load modeling
Stochastic processes
Optimization
Mathematical model
Solar power generation
Solar Energy
Batteries
Sizing
Dimensioning
Language
ISSN
2377-3782
2377-3790
Abstract
We study the problem of optimally and simultaneously sizing solar photovoltaic (PV) and storage capacity in order to partly or completely offset grid usage. While prior work offers some insights, researchers typically consider only a single sizing approach. In contrast, we use a firm theoretical foundation to compare and contrast sizing approaches based on robust simulation, robust optimization, and stochastic network calculus. We evaluate the robustness and computational complexity of these approaches in a realistic setting to provide practical, robust advice on system sizing.