Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Centralized Model Predictive Control Strategy for Thermal Comfort and
  Residential Energy Management   A novel centralized model predictive control (MPC) is proposed for comfort
and energy management in a residential building. The residential setup used
here is equipped with a photovoltaic (PV) solar system and a stationary home
battery unit. An air-to-air multi-split heat pump (HP) is used as the primary
heating system. The electric baseboard (BB) unit in each zone is used as a
secondary system. The MPC is simultaneously responsible for controlling the
heating inputs of the HP and BB units for comfort management, as well as for
the control of energy flow between the PV, the home battery and the
bidirectional grid system. Variable Time-of-Use (ToU) rates are considered for
the energy cost calculation and Feed-in-Tariff (FiT) is considered for selling
energy to the grid. A 13.5% reduction in the energy cost is achieved with the
centralized MPC as compared to a rule based energy management strategy. The
solar energy generation and battery storage contribute to approximately 31%
saving.

7
The categories of this paper are: hep-th
16
The categories of this paper are: stat
37
The categories of this paper are: supr-con
27
The categories of this paper are: comp-gas
30
The categories of this paper are: q-alg
9
The categories of this paper are: nlin
14
The categories of this paper are: math-ph
31
The categories of this paper are: ao-sci
2
The categories of this paper are: math
22
The categories of this paper are: chao-dyn
17
The categories of this paper are: q-fin
24
The categories of this paper are: dg-ga
12
The categories of this paper are: nucl-th
10
The categories of this paper are: q-bio
5
The categories of this paper are: gr-qc
26
The categories of this paper are: bayes-an