Systems and methods for predicting power system instability
View Patent ↗Certain embodiments of the invention may include systems and methods for predicting power system instability. According to an example embodiment of the invention, a method is provided for predicting voltage collapse or instability in a power system. The method can include sampling measurement values associated with one or more busses, wherein the measurement values include current on respective lines associated with a bus; and voltage associated with the bus. The method can further include determining a change in reactive power loss (ΔQ loss ) on input lines feeding the bus; determining a change in real power flow (ΔP flow ) on input or output lines associated with the bus; and determining a voltage stability index (VSI) at the bus based at least in part on the determined ΔQ loss and the ΔP flow .
1. A method for predicting voltage collapse or instability in a power system, the method comprising:
sampling measurement values associated with one or more busses, wherein the measurement values comprise:
current on respective lines associated with a bus; and
voltage associated with the bus;
determining a change in reactive power loss (ΔQ loss ) on input lines feeding the bus;
determining a change in real power flow (ΔP flow ) on input or output lines associated with the bus; and
determining a voltage stability index (VSI) at the bus based at least in part on the determined ΔQ loss and the ΔP flow ;
wherein the VSI is determined as 1-(ΔP flow / ΔQ loss ).
2. The method of claim 1 , wherein sampling the measurement values further comprises time-stamping the measurement values.
3. The method of claim 2 wherein determining ΔQ loss and ΔP flow comprises determining a difference between consecutive time-stamped reactive and active power values calculated from the time stamped measurement values, wherein the measurement values comprise raw measurements or processed measurements to eliminate noise.
4. The method of claim 1 , wherein the VSI at the bus is determined when a magnitude of the ΔP flow exceeds a pre-defined threshold.
5. The method of claim 1 , wherein the VSI is monitored over time and a voltage collapse associated with the bus is predicted when a magnitude of the ΔP flow exceeds a pre-defined threshold.
6. The method of claim 1 , wherein determining ΔQ loss comprises determining a summation of the change in the reactive power loss on lines feeding the bus.
7. The method of claim 1 , wherein determining ΔP flow comprises a summation of the change in the real power flow leaving or entering the bus.
8. The method of claim 1 , further comprising:
identifying or predicting voltage instability and one or more weak busses of power system based at least in part on one or more of the voltage stability index (VSI) of one or more busses, a change in the VSI of one or more busses, or a rate of change in the VSI of one or more buses, and facilitating remedial action based at least in part on the identifying or predicting.
9. A system comprising:
at least one memory for storing data and computer-executable instructions; and
at least one processor configured to access the at least one memory and further configured to execute the computer-executable instructions for:
sampling measurement values associated with one or more busses, wherein the measurement values comprise:
current on respective lines associated with a bus; and
voltage associated with the bus;
determining a change in reactive power loss (ΔQ loss ) on input lines feeding the bus;
determining a change in real power flow (ΔP flow ) on input or output lines associated with the bus; and
determining a VSI at the bus based at least in part on the determined ΔQ loss and the ΔP flow ;
wherein the VSI is determined as 1-(ΔP flow / ΔQ loss ).
10. The system of claim 9 , wherein sampling the PMUs further comprises time-stamping the measurement values.
11. The system of claim 10 wherein determining ΔQloss and ΔPflow comprises determining a difference between consecutive time-stamped reactive and active power values calculated from the time stamped measurement values, wherein the measurement values comprise raw measurements or processed measurements to eliminate noise.
12. The system of claim 9 , wherein the VSI at the bus is determined when a magnitude of the ΔP flow exceeds a pre-defined threshold.
13. The system of claim 9 , wherein the VSI is monitored over time and a voltage collapse associated with the bus is predicted when a magnitude of the ΔP flow exceeds a pre-defined threshold.
14. The system of claim 9 , wherein determining ΔQloss comprises determining a summation of the change in the reactive power loss on lines feeding the bus.
15. The system of claim 9 , wherein determining ΔP flow comprises a summation of the change in real power flow leaving the bus.
16. The system of claim 9 , wherein the at least one processor is further configured for:
identifying or predicting voltage instability and one or more weak busses of power system based at least in part on one or more of the VSI (VSI) of one or more busses, a change in the VSI of one or more busses, or a rate of change in the VSI of one or more buses, and
facilitating remedial action based at least in part on the identifying or predicting.