Systems and methods for data quality control and cleansing

Title: Systems and methods for data quality control and cleansing

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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:: Wenzel, Michael; Boettcher, Andrew; Drees, Kirk; Kummer, James

Issue Date:: 2016-05-31

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

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G - PHYSICS G06 - COMPUTING G06F - ELECTRIC DIGITAL DATA PROCESSING
G06F11/0793 - {Remedial or corrective actions

G - PHYSICS G06 - COMPUTING G06Q - DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES
G06Q10/06 - Resources, workflows, human or project management, e.g. organising, planning, scheduling or allocating time, human or machine resources

G - PHYSICS G06 - COMPUTING G06F - ELECTRIC DIGITAL DATA PROCESSING
G06F11/076 - {by exceeding a count or rate limit, e.g. word- or bit count limit}
G06F11/0727 - {in a storage system, e.g. in a DASD or network based storage system
G06F16/215 - Improving data quality

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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.

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                    Wenzel, Michael, Boettcher, Andrew, Drees, Kirk, & Kummer, James. Systems and methods for data quality control and cleansing.  United States.

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                    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.

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@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         = {2016},

  month        = {5}

}

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