Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Stochastic optimal scheduling of demand response-enabled microgrids with
  renewable generations: An analytical-heuristic approach   In the context of transition towards cleaner and sustainable energy
production, microgrids have become an effective way for tackling environmental
pollution and energy crisis issues. With the increasing penetration of
renewables, how to coordinate demand response and renewable generations is a
critical and challenging issue in the field of microgrid scheduling. To this
end, a bi-level scheduling model is put forward for isolated microgrids with
consideration of multi-stakeholders in this paper, where the lower- and
upper-level models respectively aim to the minimization of user cost and
microgrid operational cost under real-time electricity pricing environments. In
order to solve this model, this research combines Jaya algorithm and interior
point method (IPM) to develop a hybrid analysis-heuristic solution method
called Jaya-IPM, where the lower- and upper- levels are respectively addressed
by the IPM and the Jaya, and the scheduling scheme is obtained via iterations
between the two levels. After that, the real-time prices updated by the
upper-level model and the electricity plans determined by the lower-level model
will be alternately iterated between the upper- and lower- levels through the
real-time pricing mechanism to obtain an optimal scheduling plan. The test
results show that the proposed method can coordinate the uncertainty of
renewable generations with demand response strategies, thereby achieving a
balance between the interests of microgrid and users; and that by leveraging
demand response, the flexibility of the load side can be fully exploited to
achieve peak load shaving while maintaining the balance of supply and demand.
In addition, the Jaya-IPM algorithm is proven to be superior to the traditional
hybrid intelligent algorithm (HIA) and the CPLEX solver in terms of
optimization results and calculation efficiency.

24
The categories of this paper are: dg-ga
7
The categories of this paper are: hep-th
11
The categories of this paper are: hep-lat
35
The categories of this paper are: mtrl-th
4
The categories of this paper are: cond-mat
13
The categories of this paper are: quant-ph
6
The categories of this paper are: astro-ph
8
The categories of this paper are: hep-ex
22
The categories of this paper are: chao-dyn
37
The categories of this paper are: supr-con
31
The categories of this paper are: ao-sci
30
The categories of this paper are: q-alg
32
The categories of this paper are: atom-ph
9
The categories of this paper are: nlin
10
The categories of this paper are: q-bio
28
The categories of this paper are: alg-geom