Maintaining Power Grid Stability Using Predicted Data
AssigneePXiSE Energy Solutions, LLC
InventorsSai Akhil Reddy Konakalla, Raymond A. de Callafon
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Abstract
Systems and methods are described herein for maintaining stability of a power grid by providing a continuous power system data stream. Power system data including one or more data packets is monitored to identify reliability of data transmission. A predicted data packet is continually generated, characterizing predicted power system data of the power grid based on filtering of the one or more past and most recent non-missing and reliable data packets. A substitution factor of the one or more data packets is determined. The predicted data packet is selectively substituted in place of the one or more data packets based on the substitution factor.
Claims21
A method of maintaining stability of a power grid implemented by one or more data processors forming one or more computing devices, the method comprising:
- monitoring, by at least one data processor of a computing device, power system data comprising one or more data packets to identify data transmission reliability;
- continually generating, by at least one data processor, a predicted data packet characterizing predicted power system data of the power grid based on filtering of the one or more data packets;
- determining, by at least one data processor, a substitution factor of the one or more data packets;
- and
- selectively substituting, by at least one data processor, the predicted data packet in place of the one or more data packets based on the substitution factor to facilitate a continuous, reliable power system data stream within the power grid.
A system for maintaining stability of a power grid, the system comprising:
- at least one data processor;
- memory storing instructions which by executed by at least one data processor result in operations comprising:
- monitoring power system data comprising one or more data packets to identify data transmission reliability;
- continually generating a predicted data packet characterizing predicted power system data of the power grid based on filtering of the one or more data packets;
- determining a substitution factor of the one or more data packets;
- and
- selectively substituting the predicted data packet in place of the one or more data packets based on the substitution factor to facilitate a continuous, reliable power system data stream within the power grid.
A non-transitory computer program product comprising a computer-readable storage medium having computer-readable program instructions, which when executed result in operations comprising:
- monitoring power system data comprising one or more data packets to identify data transmission reliability;
- continually generating a predicted data packet characterizing predicted power system data of the power grid based on filtering of the one or more data packets;
- determining a substitution factor of the one or more data packets;
- and
- selectively substituting the predicted data packet in place of the one or more data packets based on the substitution factor to facilitate a continuous, reliable power system data stream within the power grid.
Dependencies are inferred from the claim text.