Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Managing Knowledge in Energy Data Spaces   Data in the energy domain grows at unprecedented rates and is usually
generated by heterogeneous energy systems. Despite the great potential that big
data-driven technologies can bring to the energy sector, general adoption is
still lagging. Several challenges related to controlled data exchange and data
integration are still not wholly achieved. As a result, fragmented applications
are developed against energy data silos, and data exchange is limited to few
applications. In this paper, we analyze the challenges and requirements related
to energy-related data applications. We also evaluate the use of Energy Data
Ecosystems (EDEs) as data-driven infrastructures to overcome the current
limitations of fragmented energy applications. EDEs are inspired by the
International Data Space (IDS) initiative launched in Germany at the end of
2014 with an overall objective to take both the development and use of the IDS
reference architecture model to a European/global level. The reference
architecture model consists of four architectures related to business,
security, data and service, and software aspects. This paper illustrates the
applicability of EDEs and IDS reference architecture in real-world scenarios
from the energy sector. The analyzed scenario is positioned in the context of
the EU-funded H2020 project PLATOON.

16
The categories of this paper are: stat
3
The categories of this paper are: physics
24
The categories of this paper are: dg-ga
0
The categories of this paper are: hep-ph
5
The categories of this paper are: gr-qc
10
The categories of this paper are: q-bio
29
The categories of this paper are: funct-an
33
The categories of this paper are: plasm-ph
20
The categories of this paper are: acc-phys
15
The categories of this paper are: nucl-ex
13
The categories of this paper are: quant-ph
21
The categories of this paper are: adap-org
14
The categories of this paper are: math-ph
18
The categories of this paper are: econ
22
The categories of this paper are: chao-dyn
36
The categories of this paper are: cmp-lg