Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Model-free Load Control for High Penetration of Solar Photovoltaic
  Generation   This paper presents a new model-free control (MFC) mechanism that enables the
local distribution level circuit consumption of the photovoltaic (PV)
generation by local building loads, in particular, distributed heating,
ventilation and air conditioning (HVAC) units. The local consumption of PV
generation will help minimize the impact of PV generation on the distribution
grid, reduce the required battery storage capacity for PV penetration, and
increase solar PV generation penetration levels. The proposed MFC approach with
its corresponding intelligent controllers does not require any precise model
for buildings, where a reliable modeling is a demanding task. Even when
assuming the availability of a good model, the various building architectures
would compromise the performance objectives of any model-based control
strategy. The objective is to consume most of the PV generation locally while
maintaining occupants comfort and physical constraints of HVAC units. That is,
by enabling proper scheduling of responsive loads temporally and spatially to
minimize the difference between demand and PV production, it would be possible
to reduce voltage variations and two-way power flow. Computer simulations show
promising results where a significant proportion of the PV generation can be
consumed by building HVAC units with the help of intelligent control.

18
The categories of this paper are: econ
13
The categories of this paper are: quant-ph
25
The categories of this paper are: patt-sol
5
The categories of this paper are: gr-qc
29
The categories of this paper are: funct-an
32
The categories of this paper are: atom-ph
3
The categories of this paper are: physics
10
The categories of this paper are: q-bio
14
The categories of this paper are: math-ph
26
The categories of this paper are: bayes-an
11
The categories of this paper are: hep-lat
19
The categories of this paper are: eess
15
The categories of this paper are: nucl-ex
33
The categories of this paper are: plasm-ph
35
The categories of this paper are: mtrl-th
24
The categories of this paper are: dg-ga