Systems and methods to assess and repair data using data quality indicators

A building automation system comprising a plurality of sensors and at least one data processing system configured to process input data collected from the operation of at least one of the plurality of sensors, wherein the building automation system is configured to:

• receive input data representing the operation of a physical device of the building automation system;
• receive a configuration file that defines data quality (DQ) processes to be performed on the input data;
• dynamically build a configurable pipeline based on the configuration file by the data processing system, the configurable pipeline including one or more Data Quality Indicator (DQI) or Data Quality Aggregation (DQA) process components from a DQ core library;
• perform DQ processes on the input data by the data processing system, including executing each of the DQI or DQA process components included in the configurable pipeline;
• produce one or more DQ results based on the DQ processes;
• and
• return the one or more DQ results.

A non-transitory machine readable medium encoded with executable instructions that, when executed, cause at least one processor in a building automation system to:

• receive input data representing the operation of a physical device of the building automation system;
• receive a configuration file that defines data quality (DQ) processes to be performed on the input data;
• dynamically build a configurable pipeline based on the configuration file by the data processing system, the configurable pipeline including one or more Data Quality Indicator (DQI) or Data Quality Aggregation (DQA) process components from a DQ core library;
• perform DQ processes on the input data by the data processing system, including executing each of the DQI or DQA process components included in the configurable pipeline;
• produce one or more DQ results based on the DQ processes;
• and
• return the one or more DQ results.