Systems and methods for providing statistical dynamic meter data validation

A computing system, comprising:

• a processor;
• a memory;
• a pre-calculation module stored in a non-transitory computer-readable medium including instructions that when executed cause the processor to generate statistical data from historical usage data collected from an electrical grid by a grid head-end device and store the statistical data in the memory;
• a validation module stored in the non-transitory computer-readable medium including instructions that when executed cause the processor to generate at least pass/fail data at least in part by applying a validation algorithm to the statistical data and measured meter data collected from the electrical grid by the grid head-end device, wherein the validation algorithm is selected or configured by a user to validate the measured meter data;
• and
• a control module stored in the non-transitory computer-readable medium including instructions that when executed cause the processor to:
• command the pre-calculation module to, during a non-peak time, access the historical usage data from a database device and generate the statistical data from the historical usage data to off-load processing of the computing system from a peak time, and
• command the validation module to, during the peak time, access the statistical data from the memory, receive the measured meter data from the grid head-end device, and generate at least the pass/fail data,
• wherein the non-peak time corresponds to a time span when the measured meter data is not being received and processed for validation by the computing system, and the peak time corresponds to a different time span when the measured meter data is being received and processed for validation by the computing system.

A non-transitory computer-readable medium storing instructions that, when executed by one or more processors of a computing device, cause the computing device to at least:

• access historical usage data from a database device during a non-peak time, via the one or more processors, to offload processing from a peak time, wherein the historical usage data is previously collected from an electrical grid via a grid head-end device and stored in the database device, and wherein the non-peak time corresponds to a time span when measured meter data is not being received and processed for validation, and the peak time corresponds to a different time span when the measured meter data is being received and processed for validation;
• during the non-peak time, generate statistical data from the historical usage data and store the statistical data in a memory, via the one or more processors, to off-load processing from the peak time;
• during the peak time, receive the measured meter data from the grid head-end device and access the statistical data from the memory via the one or more processors;
• and
• validate the measured meter data at least in part by applying, via the one or more processors, a validation algorithm to the statistical data and the measured meter data to generate pass/fail data during the peak time.