1. ECE 530 – Analysis Techniques for Large-Scale Electrical Systems Prof. Hao Zhu Special thanks to Dr. Kai Van Horn Dept. of Electrical and Computer Engineering University of Illinois at Urbana-Champaign haozhu@illinois.edu 11/4/2015 1 Lecture 18: DF Applications in Power System Operations

2. Sensitivity Analysis System description and notation Motivation for the sensitivity analysis Derivations of (linearized) flow sensitivity Definitions of the various distribution factors Analysis of the distribution factors Distribution factor applications 2

3. Distribution Factors Various additional distribution factors may be defined – power transfer distribution factor (PTDF) – line outage distribution factor (LODF) – line closure distribution factor (LCDF) – outage transfer distribution factor (OTDF) These factors may be derived from the ISFs making judicious use of the superposition principle 3

4. UTC Revisited We can now revisit the uncommitted transfer capability (UTC) calculation using PTDFs and LODFs Recall trying to determine maximum transfer between two areas (or buses in our example) For base case maximums are quickly determined with PTDFs 4

5. UTC Revisited For the contingencies we use Then as before 5

6. Five Bus Example 6

7. Therefore, for the base case 7

8. Five Bus Example For the contingency case corresponding to the outage of the line 2 The limiting value is line 4 Hence the UTC is limited by the contingency to 23.0 8

9. Contingency Considerations Traditionally contingencies consisted of single element failures (N-1), though utilities have long considered multiple element contingencies – Some can be quite complex N-2 involves considering all double element contingencies N-1-1 is used to describe contingencies in which a single element contingency occurs, the system is re- dispatched, then a second contingency occurs – The number of contingencies considered following the first contingency can be quite large, coming close to N-2 9

10. Additional Comments Distribution factors are defined as small signal sensitivities, but in practice, they are also used for simulating large disturbance cases Distribution factors are widely applied in the operation of electricity markets where the rapid evaluation of the impacts of each transaction on the line flows is required Applications to actual system show that the distribution factors provide satisfactory results in terms of accuracy For multiple applications that require fast turn around time, distribution factors are used very widely, particularly, in the market environment 10

11. Power System Operational Reliability The goal of power system operations is to economically maintain power system reliability Recall that a power system is said to be operationally reliable if it can tolerate the outage of a small number of components without jeopardizing continued operation – The “N-1” reliability criterion is an example of the codification of this principle To maintain operational reliability, operators rely extensively on distribution factor (DF)-based tools 11

12. Common DF applications In a system that is operationally reliable, total generation matches total demand (plus losses) around-the-clock and no equipment is overloaded Power system operators must also ensure that so- called “credible” outages do not result in equipment overloads Two main tools are used to achieve these aims: – Real-time contingency analysis (RTCA) – Security-constrained economic dispatch (SCED) Both of these tools are based on the DFs derived in previous lectures 12

13. Real-Time Contingency Analysis Real-time contingency analysis is the process of assessing the impacts on the loading of the system of the set of “credible” contingencies Two flavors of RTCA: – AC RTCA: repeatedly solve the AC power flow More accurate than DC RTCA Captures voltage impacts of outages More computationally intensive than DC RTCA – DC RTCA: use DFs to compute contingency impacts directly Can quickly assess the approximate impacts of a large number of potential contingencies Computed flow impacts are invariant to system operating point---may lead to highly erroneous results in heavily loaded systems (see “DC Power Flow Revisited” by Stott, Jardim, and Alsac) 13

14. DC RTCA DC RTCA uses injection shift factors (ISFs) and line outage distribution factors (LODFs) to directly compute the impacts of all “credible” contingencies, i.e., those on the contingency list 14 Potential Contingency Overloads Contingenc y List ISFsLODFs ? line l ISFs line k ISFs line l LODF w.r.t. line k line l thermal limit bus injection vector

15. 3-Bus DFs 15 Same reactance on all lines, bus 1 is slack bus ISFs given by: LODFs given by: bus 1bus 2 bus 3 line 1 line 2line 3 $$$ 10 MW limit

16. 3-Bus Basic Economic Dispatch 16 bus 1bus 2 bus 3 line 1 line 2line 3 10 MW limit $$$ 15 MW f3=10 MW f1=5 MW f2=5 MW generator at bus 1 is most economic and thus serves all of the bus 3 load line 1 is loaded at 5 MW, or 50% of its thermal limit 0 MW

17. 3-Bus Impact of Line 3 Outage on Dispatch Reliability 17 bus 1bus 2 bus 3 line 1 line 2line 3 10 MW limit $$$ 15 MW f3=10 MW f1=5 MW f2=5 MW Suppose we must consider the potential outage of line 3 Recall the LODFs are: Line 1 is 150% loaded: – the original dispatch is not operationally reliable – signals need for additional constraint in SCED LODFs enable incorporation of post- outage system behavior into pre- outage dispatch f1=15 MW>10 proportion of line 3 flow that will flow line 1 in event of line 3 outage Green indicates flow with line 3 outaged Blue indicates flow without outage Purple indicates dispatch/load 0 MW f3=0 MWf3=15 MW

18. The Real-Time SCED RTCA results used to dispatch the system via the SCED such that it can tolerate equipment failures and remain without overloads SCED objective is to minimize generator cost subject to: – power balance (sum of generation equals load plus losses) – network flow limits (formulated using ISFs) – reliability constraints (formulated using ISFs and LODFs) enforce N-1 criterion in dispatch e.g. the flow on line 1 w.r.t. the outage of line 3 in the previous example SCED solution also used to compute LMPs – LMP computation also depends on DFs! 18

19. 3-Bus SCED w/o Network Constraints Line from Bus 1 to Bus 3 is over-loaded; all buses have same marginal cost Gen 1’s cost is $10 per MWh Gen 2’s cost is $12 per MWh PowerWorld Case: B3LP 19

20. 3-Bus SCED w/ Network Constraints Line from 1 to 3 is no longer overloaded, but now the marginal cost of electricity at 3 is $14 / MWh 20

21. Other DFs The recent San Diego blackout (2011) reiterated the need for DFs that deal with more than just active power flows and equipment overloads Reliability issues can also arise if a tripped transmission facility cannot be reclosed due to a large phase angle These large phase angles are the result of how the system is loaded and could be mitigated via the SCED 21

22. San Diego Blackout 22 1) Large MW transfers AZ-CA 2) Hassayamp-North Gila (H-NG) Line trips (500 kV line at ~75% loading) 3) System operator anticipates relieving overloads due to H-NG trip by reclosing H-NG line 4) Reclosure fails due to large phase angle, downstream overloads trip eventually causing SD system to blackout

23. The Need For New Tools 23 The system operator had no systematic means of determining the impacts of redispatch on the H-NG angle at the time of the blackout

24. Line Outage Angle Factors The line outage angle factor (LOAF), like the LODF, can can be used to compute the approximate impact of an outage on a relevant quantity (the voltage angle across a line, in this case) The LOAF can be used to both monitor line outage angles, as well as to select appropriate redispatch actions (manual and via the SCED) so as to mitigate large outage angles 24

25. Summary DFs are critically important to maintaining operational reliability in real-time operations – Used in RTCA and SCED DFs allow system operators to quickly compute the impacts on flows, voltage angles, etc. of tens of thousands of potential contingencies Power flow sensitivity analysis is a powerful tool in a power engineer’s toolbox! 25