An Open Data Science Approach for Building Performance Studies PDF

An Open Data Science Approach for Building Performance Studies PDF

Name:
An Open Data Science Approach for Building Performance Studies PDF

Published Date:
2018

Status:
Active

Description:

Publisher:
ASHRAE

Document status:
Active

Format:
Electronic (PDF)

Delivery time:
10 minutes

Delivery time (for Russian version):
200 business days

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Open Science is increasingly viewed as a priority for collaboration and advancement of scientific disciplines. This paper presents two Open Science methods for building performance studies: i) a method for storing building performance information using an open data format, including the creation of a custom XML schema and the novel use of both XML and CSV formats for data storage; and ii) a method for carrying out building performance analysis in an open and reproducible manner using the Jupyter Notebook tool.The work is based on the open-access REFIT Smart Home dataset (publically available at https://doi.org/10.17028/rd.lboro.2070091.v1), a published dataset of building performance information in 20 UK homes. The dataset includes detailed building survey information and over 1.3 billion sensor readings.The paper concludes with a discussion on the future of Open Science approaches for building performance studies, and how the processes described in the paper can be applied to both measurement and simulation datasets.
File Size : 1 file , 5 MB
Note : This product is unavailable in Russia, Belarus
Number of Pages : 8
Product Code(s) : D-BSC18-C097
Published : 2018
Units of Measure : Dual

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