Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Baseline Estimation of Commercial Building HVAC Fan Power Using Tensor
  Completion   Commercial building heating, ventilation, and air conditioning (HVAC) systems
have been studied for providing ancillary services to power grids via demand
response (DR). One critical issue is to estimate the counterfactual baseline
power consumption that would have prevailed without DR. Baseline methods have
been developed based on whole building electric load profiles. New methods are
necessary to estimate the baseline power consumption of HVAC sub-components
(e.g., supply and return fans), which have different characteristics compared
to that of the whole building. Tensor completion can estimate the unobserved
entries of multi-dimensional tensors describing complex data sets. It exploits
high-dimensional data to capture granular insights into the problem. This paper
proposes to use it for baselining HVAC fan power, by utilizing its capability
of capturing dominant fan power patterns. The tensor completion method is
evaluated using HVAC fan power data from several buildings at the University of
Michigan, and compared with several existing methods. The tensor completion
method generally outperforms the benchmarks.

11
The categories of this paper are: hep-lat
6
The categories of this paper are: astro-ph
18
The categories of this paper are: econ
27
The categories of this paper are: comp-gas
29
The categories of this paper are: funct-an
37
The categories of this paper are: supr-con
35
The categories of this paper are: mtrl-th
28
The categories of this paper are: alg-geom
25
The categories of this paper are: patt-sol
2
The categories of this paper are: math
34
The categories of this paper are: chem-ph
8
The categories of this paper are: hep-ex
7
The categories of this paper are: hep-th
26
The categories of this paper are: bayes-an
4
The categories of this paper are: cond-mat
10
The categories of this paper are: q-bio