Publication
BuildSys 2015
Conference paper

Automated metadata construction to support portable building applications

View publication

Abstract

Commercial buildings consume nearly 19% of delivered energy in the U.S, nearly half (42%) of which is consumed in buildings with digital control systems [23] comprised of wired sensor networks. These sensors have scant metadata, and are represented by "tags" which are obscure, building-specific and not machine parseable. We develop a human-in-the- loop synthesis technique which uses syntactic and datad-riven steps to parse these sensor tags into a common namespace, which can enable portable building applications. We show that our technique allows an expert to fully parse a large fraction ( 70%) of the tags with 24, 15 and 43 examples for three large commercial buildings comprising 1586, 2522 and 1865 sensors respectively, and deploy three portable applications on two buildings with less than 30 examples.

Date

04 Nov 2015

Publication

BuildSys 2015

Authors

Share