Volt-var device monitor
Certain aspects and features include a system and method for monitoring the operational status of assets in an electric power distribution system. For example, an asset monitoring system identifies a zone of operation for an asset under evaluation. The asset monitoring application identifies meters connected to transformers in the zone of operation and obtains meter voltages for the meters over multiple intervals. The asset monitoring application determines a primary voltage for at least one transformer based on at least one meter voltage. The asset monitoring application uses the primary voltage in a power flow calculation to estimate an operational setting for the asset. The asset monitoring application compares the voltages from the power flow analysis using the estimated operational setting and the voltages from the meter voltages across multiple time intervals. Based on the comparison, the asset monitoring application determines an operational status of the asset.
1. A method for determining an operating status of a capacitor bank, the method comprising:
identifying a capacitor bank that is installed on a power distribution network;
identifying a first transformer and a second transformer on the power distribution network, wherein the first transformer is connected downstream from a substation, the second transformer is connected downstream from the first transformer, and the capacitor bank is connected in shunt downstream from the second transformer, wherein the first and second transformers each comprise a primary and a secondary connection;
identifying a first meter connected to the secondary connection of the first transformer, wherein the first meter is configured to measure a first meter voltage and a first power consumption for a plurality of time intervals at a first premises;
identifying a second meter connected to the secondary connection of the second transformer, wherein the second meter is configured to measure a second meter voltage and a second power consumption for the plurality of time intervals at a second premises;
for each time interval of the plurality of time intervals:
calculating a first primary voltage of the first transformer from the first meter voltage and the first power consumption;
calculating a first power flow primary voltage of the first transformer using a substation transformer secondary voltage and a power flow calculation;
calculating a second primary voltage of the second transformer from the second meter voltage and the second power consumption;
calculating a second power flow primary voltage of the second transformer using the power flow calculation;
comparing a difference between the first power flow primary voltage of the first transformer and the first primary voltage of the first transformer to a first voltage error; and
comparing a difference between the second power flow primary voltage of the second transformer and the second primary voltage of the second transformer to a second voltage error; and
responsive to determining that the difference between the first power flow primary voltage of the first transformer and the first primary voltage of the first transformer is greater than the first voltage error for at least a threshold number of time intervals or to determining that the difference between the second power flow primary voltage of the second transformer and the second primary voltage of the second transformer is greater than the second voltage error for at least the threshold number of time intervals, initiating a recovery process, including sending an alert to a control center, wherein the alert indicates that the capacitor bank is malfunctioning.
2. The method of claim 1 , further comprising:
determining a substation voltage from the first meter voltage in part from transformer losses;
determining a power flow substation voltage using a power flow calculation; and
responsive to determining that a difference between the substation voltage and the power flow substation voltage is greater than a substation voltage error for a threshold number of time intervals, sending an additional alert to the control center.
3. The method of claim 1 , further comprising initiating a recovery process on the capacitor bank.
4. A method for determining an operating status of a switched capacitor bank, the method comprising:
identifying a switched capacitor bank that is installed on a power distribution network;
identifying a first transformer and a second transformer on the power distribution network, wherein the first transformer is connected downstream from a substation, the second transformer is connected downstream from the first transformer, and the switched capacitor bank is connected in shunt downstream from the second transformer, wherein the first and second transformers each comprise a primary and a secondary connection;
identifying a first meter connected to the secondary connection of the first transformer, wherein the first meter is configured to measure a first meter voltage and a first power consumption for a plurality of time intervals at a first premises;
identifying a second meter connected to the secondary connection of the second transformer, wherein the second meter is configured to measure a second meter voltage and a second power consumption for a plurality of time intervals at a second premises;
calculating a first primary voltage of the first transformer from the first meter voltage and the first power consumption;
calculating a second primary voltage of the second transformer from the second meter voltage and the second power consumption;
determining a correct status of operation of the switched capacitor bank using a power flow calculation; and
responsive to determining an error condition, sending an alert to a control center, wherein the alert indicates that the switched capacitor bank is malfunctioning.
5. The method of claim 4 , determining a correct status of operation of the switched capacitor bank comprises determining whether the switched capacitor bank is under a high load or a low load.
6. The method of claim 4 , wherein the error condition is one or more taps of the switched capacitor bank being locked.
7. A system for determining an operating status of a capacitor bank, the system comprising:
a non-transitory computer-readable medium storing computer-executable program instructions; and
a processing device communicatively coupled to the non-transitory computer-readable medium for executing the computer-executable program instructions, wherein executing the computer-executable program instructions configures the processing device to perform operations comprising:
identifying a capacitor bank that is installed on a power distribution network;
identifying a first transformer and a second transformer on the power distribution network, wherein the first transformer is connected downstream from a substation, the second transformer is connected downstream from the first transformer, and the capacitor bank is connected in shunt downstream from the second transformer, wherein the first and second transformers each comprise a primary and a secondary connection;
identifying a first meter connected to the secondary connection of the first transformer, wherein the first meter is configured to measure a first meter voltage and a first power consumption for a plurality of time intervals at a first premises;
identifying a second meter connected to the secondary connection of the second transformer, wherein the second meter is configured to measure a second meter voltage and a second power consumption for the plurality of time intervals at a second premises;
for each time interval of the plurality of time intervals:
calculating a first primary voltage of the first transformer from the first meter voltage and the first power consumption;
calculating a first power flow primary voltage of the first transformer using a substation transformer secondary voltage and a power flow calculation;
calculating a second primary voltage of the second transformer from the second meter voltage and the second power consumption;
calculating a second power flow primary voltage of the second transformer using the power flow calculation;
comparing a difference between the first power flow primary voltage of the first transformer and the first primary voltage of the first transformer to a first voltage error; and
comparing a difference between the second power flow primary voltage of the second transformer and the second primary voltage of the second transformer to a second voltage error; and
responsive to determining that the difference between the first power flow primary voltage of the first transformer and the first primary voltage of the first transformer is greater than the first voltage error for at least a threshold number of time intervals or to determining that the difference between the second power flow primary voltage of the second transformer and the second primary voltage of the second transformer is greater than the second voltage error for at least the threshold number of time intervals, initiating a recovery process, including sending an alert to a control center, wherein the alert indicates that the capacitor bank is malfunctioning.
8. The system of claim 7 , wherein executing the computer-executable program instructions further configures the processing device to perform operations comprising:
determining a substation voltage from the first meter voltage in part from transformer losses;
determining a power flow substation voltage using a power flow calculation; and
responsive to determining that a difference between the substation voltage and the power flow substation voltage is greater than a substation voltage error for a threshold number of time intervals, sending an additional alert to the control center.
9. The system of claim 7 , wherein executing the computer-executable program instructions further configures the processing device to perform operations comprising initiating a recovery process on the capacitor bank.