Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Sizing Storage for Reliable Renewable Integration: A Large Deviations
  Approach   The inherent intermittency of wind and solar generation presents a
significant challenge as we seek to increase the penetration of renewable
generation in the power grid. Increasingly, energy storage is being deployed
alongside renewable generation to counter this intermittency. However, a formal
characterization of the reliability of renewable generators bundled with
storage is lacking in the literature. The present paper seeks to fill this gap.
We use a Markov modulated fluid queue to model the loss of load probability
(LOLP) associated with a renewable generator bundled with a battery, serving an
uncertain demand process. Further, we characterize the asymptotic behavior of
the LOLP as the battery size scales to infinity. Our results shed light on the
fundamental limits of reliability achievable, and also guide the sizing of the
storage required in order to meet a given reliability target. Finally, we
present a case study using real-world wind power data to demonstrate the
applicability of our results in practice.

10
The categories of this paper are: q-bio
17
The categories of this paper are: q-fin
18
The categories of this paper are: econ
31
The categories of this paper are: ao-sci
7
The categories of this paper are: hep-th
32
The categories of this paper are: atom-ph
29
The categories of this paper are: funct-an
11
The categories of this paper are: hep-lat
9
The categories of this paper are: nlin
15
The categories of this paper are: nucl-ex
5
The categories of this paper are: gr-qc
0
The categories of this paper are: hep-ph
4
The categories of this paper are: cond-mat
27
The categories of this paper are: comp-gas
34
The categories of this paper are: chem-ph
30
The categories of this paper are: q-alg