Systems and methods for data quality control and cleansing
Abstract
A method for detecting and cleansing suspect building automation system data is shown and described. The method includes using processing electronics to automatically determine which of a plurality of error detectors and which of a plurality of data cleansers to use with building automation system data. The method further includes using processing electronics to automatically detect errors in the data and cleanse the data using a subset of the error detectors and a subset of the cleansers.
- Inventors:
- Issue Date:
- Research Org.:
- Johnson Controls Technology Company, Holland, MI (United States)
- Sponsoring Org.:
- USDOE
- OSTI Identifier:
- 1254854
- Patent Number(s):
- 9354968
- Application Number:
- 13/631,301
- Assignee:
- Johnson Controls Technology Company (Holland, MI)
- Patent Classifications (CPCs):
-
G - PHYSICS G06 - COMPUTING G06F - ELECTRIC DIGITAL DATA PROCESSING
G - PHYSICS G06 - COMPUTING G06Q - DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES
- DOE Contract Number:
- EE0003841
- Resource Type:
- Patent
- Resource Relation:
- Patent File Date: 2012 Sep 28
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 99 GENERAL AND MISCELLANEOUS; 97 MATHEMATICS AND COMPUTING
Citation Formats
Wenzel, Michael, Boettcher, Andrew, Drees, Kirk, and Kummer, James. Systems and methods for data quality control and cleansing. United States: N. p., 2016.
Web.
Wenzel, Michael, Boettcher, Andrew, Drees, Kirk, & Kummer, James. Systems and methods for data quality control and cleansing. United States.
Wenzel, Michael, Boettcher, Andrew, Drees, Kirk, and Kummer, James. Tue .
"Systems and methods for data quality control and cleansing". United States. https://www.osti.gov/servlets/purl/1254854.
@article{osti_1254854,
title = {Systems and methods for data quality control and cleansing},
author = {Wenzel, Michael and Boettcher, Andrew and Drees, Kirk and Kummer, James},
abstractNote = {A method for detecting and cleansing suspect building automation system data is shown and described. The method includes using processing electronics to automatically determine which of a plurality of error detectors and which of a plurality of data cleansers to use with building automation system data. The method further includes using processing electronics to automatically detect errors in the data and cleanse the data using a subset of the error detectors and a subset of the cleansers.},
doi = {},
journal = {},
number = ,
volume = ,
place = {United States},
year = {Tue May 31 00:00:00 EDT 2016},
month = {Tue May 31 00:00:00 EDT 2016}
}
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