Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Energy Management in Storage-Augmented, Grid-Connected Prosumer
  Buildings and Neighbourhoods Using a Modified Simulated Annealing
  Optimization   This article introduces a modified simulated annealing optimization approach
for automatically determining optimal energy management strategies in
grid-connected, storage-augmented, photovoltaics-supplied prosumer buildings
and neighbourhoods based on user-specific goals. For evaluating the modified
simulated annealing optimizer, a number of test scenarios in the field of
energy self-consumption maximization are defined and results are compared to a
gradient descent and a total state space search approach. The benchmarking
against these two reference methods demonstrates that the modified simulated
annealing approach is able to find significantly better solutions than the
gradient descent algorithm - being equal or very close to the global optimum -
with significantly less computational effort and processing time than the total
state space search approach.

27
The categories of this paper are: comp-gas
2
The categories of this paper are: math
21
The categories of this paper are: adap-org
31
The categories of this paper are: ao-sci
6
The categories of this paper are: astro-ph
37
The categories of this paper are: supr-con
25
The categories of this paper are: patt-sol
35
The categories of this paper are: mtrl-th
17
The categories of this paper are: q-fin
7
The categories of this paper are: hep-th
13
The categories of this paper are: quant-ph
24
The categories of this paper are: dg-ga
30
The categories of this paper are: q-alg
12
The categories of this paper are: nucl-th
28
The categories of this paper are: alg-geom
26
The categories of this paper are: bayes-an