Data Quality Management in More Detail
EcoStruxure Service Plan powered by EcoStruxure Power Advisor provides data quality analytics with recommendations from our Schneider Electric service experts or our EcoXperts.
EcoStruxure Power Advisor is available with EcoStruxure Power Monitoring Expert or Power Operation.
Data Quality Checks
EcoStruxure Power Advisor data quality checks are performed periodically using expert analytics based on electrical measurements and connected product diagnostic data from any power and energy meter, embedded metering in circuit breakers, and third-party connected products.
The data quality check includes the following analytics on the system:
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No data in the query period
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All zero values
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An energy balance violation (based on parent and submeter energy measurements)
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Some negative values
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Consistently negative values
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Unchanging values
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Irregular energy consumption (underreporting or overreporting)
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Irregular connected product logging periods
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Mismatched logging intervals
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Frequent logging (<1 minute intervals)
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Significant unmetered Load (>20%)
Recommendations
Expert service engineers provide consultations and recommendations based on these analytics through direct and regular engagement with the end user on the following results of the data quality check:
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Overall system performance
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List of relevant issues
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System statistics per issue identified
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Description of issues
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List of potential causes and recommended actions