Contingency Ranking in Modern Power System by Exact and Precise Method
Contingency Ranking in Modern Power System by Exact and Precise Method
INTERNATIONAL JOURNAL OF INNOVATIVE RESEARCH IN ELECTRICAL, ELECTRONICS, INSTRUMENTATION AND CONTROL ENGINEERING
Vol. 3, Issue 5, May 2015
Abstract: One of the important aspects of modern power system security assessment is the consideration of any
contingencies arises due to unplanned or planned line outages leading to system overloads or abnormal system
voltages. Several methods have been developed in the past few years to address this problem but computation time has
been identified as the constraint making the process inefficient. Utilities today are in need of tools, techniques and also
the methods that will enable them to predict the dynamic stability and reliability of the grid in the real-time. A power
system is secure against a given contingency if it operates within tolerable operating limits before and after the
occurrence of the contingency. In practice, it is not possible to secure a power system against all possible contingencies.
Therefore, only the most critical contingencies (imminent disturbances) are considered. Contingency ranking attempts
to estimate the impact of various contingencies without actually solving the power network. Existing methods of
contingency ranking methods suffer from masking effects in approximate methods and slow execution in more accurate
ranking methods. This paper presents an exact and precise method of contingency ranking. The method used here takes
due consideration of both apparent power overloading and voltage violations simultaneously to find indices which in
turn used to rank the contingencies. Here 1P1Q solution is used to find the post contingency voltages and power flows.
The proposed work is simulated on IEEE-14 and IEEE- 30 bus test systems in MATLAB environment. The method
used is based on realistic approach taking practical situations into account. Besides taking real situations into
consideration, this method is fast enough to be considered for on-line security analysis.
Keywords: Power system operation, power system security, contingency analysis, power system stability.
I. INTRODUCTION
Both the historical and present day civilization of mankind Due to increased competition, existing power systems
are closely related to energy, and there is no reason to are required to provide greater profit or
doubt but that in the future our existence will be more and produce the same service at the lower costs, thereby
more dependent upon the energy. Electrical energy increasing the duration of power systems operating close
occupies the top most position in the energy hierarchy. It to security and stability limits.
finds innumerable uses in homes, industry, agriculture and Environmental constraints severely limit the expansion
transport. of a transmission network.
Besides its use for domestic, industrial and commercial Fewer operators are engaged in the supervision and
and industrial purposes it is used for defence and operation of power system.
agricultural production. Electrical power system is a The transmission capacity for all transactions in the
technical wonder. Electricity and its accessibility are the open excess network needs to be determined.
greatest engineering achievements of the 20th century. Although power generation, transmission and
Power system is made of interconnected components, each distribution are unbundled, there still exists common
designed to play a critical role for smooth operation of the interest for these companies: power system adequacy and
system at all the times. power system security. The adequacy of production and
It is well known that a power system is a complex transmission capacity is maintained in the long-term and is
network consisting of numerous equipments such as related to power system planning.
generators, transformers, circuit breakers, transmission The concept of adequacy is generally considered to be
lines etc. failure of any of these components during its the existence of sufficient facilities within the system to
operation will harm the reliability of the system and hence satisfy the consumer demand. These facilities include
leading to an outages. those necessary to generate sufficient energy and
Thus one of the agenda of the power system planning and associated transmission and distribution networks required
its operation is to study the effects of outages in terms of to transfer the energy to the actual consumer load points.
its severity. Installation of redundant generation capacity Adequacy is therefore considered to be associated with the
or the transmission lines is essential in order to make the static conditions which do not include the system
system run even when any of its components fails. But disturbances.
power system being dynamic doesn‟t guarantee that it will Security on the other hand, is considered to relate to the
be 100% reliable. The following reasons make the ability of the system to respond to the disturbances arising
management of power systems more difficult than earlier. within that system. Security is therefore associated with
Copyright to IJIREEICE DOI 10.17148/IJIREEICE.2015.3555 229
ISSN (Online) 2321 – 2004
ISSN (Print) 2321 – 5526
INTERNATIONAL JOURNAL OF INNOVATIVE RESEARCH IN ELECTRICAL, ELECTRONICS, INSTRUMENTATION AND CONTROL ENGINEERING
Vol. 3, Issue 5, May 2015
II. METHODOLOGY
A. Exact ranking technique Display the list
This method aims at finding the exact number of
possible violations following a contingency in power
system. The logic behind this is to have contribution of „1‟
End
by violated line/bus and „0‟ by non-violated line/bus to
ranking index named as exact ranking index (ERI) as Fig 1: Flow chart for exact contingency ranking
given in eqn.
Copyright to IJIREEICE DOI 10.17148/IJIREEICE.2015.3555 230
ISSN (Online) 2321 – 2004
ISSN (Print) 2321 – 5526
INTERNATIONAL JOURNAL OF INNOVATIVE RESEARCH IN ELECTRICAL, ELECTRONICS, INSTRUMENTATION AND CONTROL ENGINEERING
Vol. 3, Issue 5, May 2015
B. Precise Ranking Technique Step 4: Now pick an outage say k from the outage list and
Exact ranking method has presented fairly acceptable remove that outage from outage list.
and correct results, however it doesn‟t differentiate
between the outages having same severity and hence label Step 5: Now run 1P1Q load flow for the post outage case.
them with same ranking. This technique hereafter called
precise ranking technique addresses the concern of Step 6: Calculate the precise ranking indices.
identical ranking for outages having the same severity and
takes into account in case there is any line or bus reaching Step 7: Repeat the process from step 2 to step 6 until all
near to its limit following a particular contingency. This outages are considered.
ranking is based on new index hereafter called as precise
ranking index (PRI) given in eqn. Step 8: Now arrange the precise ranking indices in the
descending order
=∑ +∑ (2)
Where : Ranking index of apparent power flow
Start
of the line
Step 2: Prepare the outage list. The outage list consists of Fig 2: Flow chart for precise contingency ranking
all the line outages.
INTERNATIONAL JOURNAL OF INNOVATIVE RESEARCH IN ELECTRICAL, ELECTRONICS, INSTRUMENTATION AND CONTROL ENGINEERING
Vol. 3, Issue 5, May 2015
INTERNATIONAL JOURNAL OF INNOVATIVE RESEARCH IN ELECTRICAL, ELECTRONICS, INSTRUMENTATION AND CONTROL ENGINEERING
Vol. 3, Issue 5, May 2015
Line 15 Line 14
15 27.4930 6 18 8 17
(bus7-bus9) (bus7-bus8)
Line 16 Line 20
16 26.0827 9
(bus9-bus10) 19 (bus13- 8 18
Line 17 bus14)
17 25.3655 12
(bus9-bus14) Line 6
20 8 19
Line 18 (bus3-bus4)
18 (bus10- 24.9831 14
bus11) The results for IEEE – 14 bus test system are obtained.
Line 19 The ranking indices are obtained for all the outages. The
19 (bus12- 25.0195 16 index which is having highest value indicates the
bus13) contingency as most severe and the index with lowest
Line 20 value indicates the contingency as less severe.
20 (bus13- 24.7289 18 It is seen from the results of exact ranking method that,
bus14) the line 8 and line 10 outage both are having same value of
ERI as 9. It implies that these are the contingencies with
TABLE III more severity and whose outages severely affect the
COMPARISON OF ERI BASED CONTINGENCY RANKING AND operation of power system hence these contingencies are
PRI BASED CONTINGENCY RANKING ranked as 1. The line 1, line 6, line 14, line 20 outages are
ERI PRI having same value of ERI as 1. It implies that these are the
S. No Outage based based contingencies with less severity.
ranking ranking Similarly from the precise ranking method it is seen
Line 10 that, the line 10 outage has the PRI as 29.0931 and for the
1 1 1 line 8 has the PRI as 29.0930. Hence the line outage 10 is
(bus5-bus6)
Line 8 ranked as 1 and line 8 as 2. This indicates that in the exact
2 1 2 ranking indices, where the severity of line 10 and line 8
(bus4-bus7)
Line 4 outages is same, the precise ranking indices distinguish
3 2 3 between the two.
(bus2-bus4)
Line 2 Finally the comparison of exact ranking indices (ERI)
4 2 4 and precise ranking indices (PRI) based contingency
(bus1-bus5)
Line 5 ranking is made in the table. It is seen from the table that,
5 2 5 the exact ranking method does not differentiate between
(bus2-bus5)
the outages with same severity hence label them with
Line 15
6 2 6 identical ranking. The precise ranking technique addresses
(bus7-bus9)
the concern of identical ranking for the outages with same
Line 9
7 3 7 severity by taking into account in case there is any line or
(bus4-bus9)
bus reaching near to its limits following a particular
Line 3
8 3 8 contingency. Hence precise ranking method distinguishes
(bus2-bus3) between the outages having same severity.
Line 16 This method is applied on the IEEE 30 bus test system
9 4 9
(bus9-bus10) and the results are as follows.
Line 13
10 5 10
(bus6-bus13)
Line 12
11 6 11
(bus6-bus12)
Line 17
12 6 12
(bus9-bus14)
Line 11
13 6 13
(bus6-bus11)
Line 18
14 (bus10- 7 14
bus11)
Line 7
15 7 15
(bus4-bus5)
Line 19
16 (bus12- 7 16
bus13)
Line 1
17 8 17
(bus1-bus2)
INTERNATIONAL JOURNAL OF INNOVATIVE RESEARCH IN ELECTRICAL, ELECTRONICS, INSTRUMENTATION AND CONTROL ENGINEERING
Vol. 3, Issue 5, May 2015
TABLE IV Line 28
28 8 9
ERI BASED CONTINGENCY RANKING (bus15-bus23)
Line 29
ERI 29 7 10
(bus16-bus17)
S. No Outage ERI based
Line 30
ranking 30 8 9
(bus18-bus19)
Line 1
1 7 10 Line 31
(bus1-bus2) 31 9 8
(bus19-bus20)
Line 2
2 7 10 Line 32
(bus1-bus3) 32 7 10
(bus21-bus22)
Line 3
3 7 10 Line 33
(bus2-bus4) 33 7 10
(bus22-bus24)
Line 4
4 7 10 Line 34
(bus2-bus5) 34 8 9
(bus23-bus24)
Line 5
5 6 11 Line 35
(bus2-bus6) 35 7 10
(bus24-bus25)
Line 6
6 7 10 Line 36
(bus3-bus4) 36 7 10
(bus25-bus26)
Line 7
7 20 4 Line 37
(bus4-bus6) 37 10 7
(bus25-bus27)
Line 8
8 25 2 Line 38
(bus4-bus12) 38 7 10
(bus27-bus29)
Line 9
9 6 11 Line 39
(bus5-bus7) 39 7 10
(bus27-bus30)
Line 10
10 7 10 Line 40
(bus6-bus7) 40 17 5
(bus28-bus27)
Line 11
11 7 10 Line 41
(bus6-bus8) 41 7 10
(bus29-bus30)
Line 12
12 21 3
(bus6-bus9) TABLE V
Line 13 PRI BASED CONTINGENCY RANKING
13 12 6
(bus6-bus10)
Line 14 PRI
14 7 10 S. No Outage PRI based
(bus6-bus28)
Line 15 ranking
15 7 10 Line 1
(bus8-bus28) 1 14.0577 35
Line 16 (bus1-bus2)
16 9 8 Line 2
(bus9-bus11) 2 14.3998 34
Line 17 (bus1-bus3)
17 7 10 Line 3
(bus9-bus10) 3 14.4636 33
Line 18 (bus2-bus4)
18 10 7 Line 4
(bus10-bus20) 4 15.7486 19
Line 19 (bus2-bus5)
19 7 10 Line 5
(bus10-bus17) 5 13.0393 38
Line 20 (bus2-bus6)
20 7 10 Line 6
(bus10-bus21) 6 14.9873 30
Line 21 (bus3-bus4)
21 7 10 Line 7
(bus10-bus22) 7 27.8616 4
Line 22 (bus4-bus6)
22 31 1 Line 8
(bus12-bus13)
Line 23 8 (bus4- 30.1612 2
23 7 10 bus12)
(bus12-bus14)
Line 24 Line 9
24 12 6 9 13.5283 37
(bus12-bus15) (bus5-bus7)
Line 25 Line 10
25 7 10 10 15.2398 27
(bus12-bus16) (bus6-bus7)
Line 26 Line 11
26 7 10 11 15.7466 20
(bus14-bus15) (bus6-bus8)
Line 27 Line 12
27 10 7 12 28.1640 3
(bus15-bus18) (bus6-bus9)
Copyright to IJIREEICE DOI 10.17148/IJIREEICE.2015.3555 234
ISSN (Online) 2321 – 2004
ISSN (Print) 2321 – 5526
INTERNATIONAL JOURNAL OF INNOVATIVE RESEARCH IN ELECTRICAL, ELECTRONICS, INSTRUMENTATION AND CONTROL ENGINEERING
Vol. 3, Issue 5, May 2015
Line 13 Line 33
13 (bus6- 20.9154 7 33 (bus22- 15.7198 21
bus10) bus24)
Line 14 Line 34
14 (bus6- 15.0411 29 34 (bus23- 16.7296 14
bus28) bus24)
Line 15 Line 35
15 (bus8- 14.9300 31 35 (bus24- 14.0501 36
bus28) bus25)
Line 16 Line 36
16 (bus9- 18.6769 11 36 (bus25- 15.7701 18
bus11) bus26)
Line 17 Line 37
17 (bus9- 15.4983 25 37 (bus25- 20.2553 9
bus10) bus27)
Line 18 Line 38
18 (bus10- 20.2036 10 38 (bus27- 15.9111 16
bus20) bus29)
Line 19 Line 39
19 (bus10- 14.4636 33 39 (bus27- 15.4611 26
bus17) bus30)
Line 20 Line 40
20 (bus10- 15.1057 28 40 (bus28- 26.5737 5
bus21) bus27)
Line 21 Line 41
21 (bus10- 15.6828 22 41 (bus29- 14.8963 32
bus22) bus30)
Line 22
TABLE VI
22 (bus12- 120.9750 1
COMPARISON OF ERI BASED CONTINGENCY RANKING AND
bus13)
PRI BASED CONTINGENCY RANKING
Line 23
23 (bus12- 15.8882 17 ERI PRI
bus14) S. No Outage based based
Line 24 ranking ranking
24 (bus12- 20.9496 6 Line 22
bus15) 1 (bus12- 1 1
Line 25 bus13)
25 (bus12- 15.5513 23 Line 8
2 2 2
bus16) (bus4-bus12)
Line 26 Line 12
3 3 3
26 (bus14- 14.4636 33 (bus6-bus9)
bus15) Line 7
4 4 4
Line 27 (bus4-bus6)
27 (bus15- 20.6460 8 Line 40
bus18) 5 (bus28- 5 5
Line 28 bus27)
28 (bus15- 17.7011 15 Line 24
bus23) 6 (bus12- 6 6
Line 29 bus15)
29 (bus16- 15.5368 24 Line 13
bus17) 7 6 7
(bus6-bus10)
Line 30 Line 27
30 (bus18- 16.7882 13 8 (bus15- 7 8
bus19) bus18)
Line 31 Line 37
31 (bus19- 18.3579 12 9 (bus25- 7 9
bus20) bus27)
Line 32 Line 18
32 (bus21- 15.5513 23 10 (bus10- 7 10
bus22) bus20)
Copyright to IJIREEICE DOI 10.17148/IJIREEICE.2015.3555 235
ISSN (Online) 2321 – 2004
ISSN (Print) 2321 – 5526
INTERNATIONAL JOURNAL OF INNOVATIVE RESEARCH IN ELECTRICAL, ELECTRONICS, INSTRUMENTATION AND CONTROL ENGINEERING
Vol. 3, Issue 5, May 2015
Line 16 (bus29-
11 8 11
(bus9-bus11) bus30)
Line 31 Line 26
12 (bus19- 8 12 34 (bus14- 10 33
bus20) bus15)
Line 30 Line 19
13 (bus18- 9 13 35 (bus10- 10 33
bus19) bus17)
Line 34 Line 3
36 10 33
14 (bus23- 9 14 (bus2-bus4)
bus24) Line 2
37 10 34
Line 28 (bus1-bus3)
15 (bus15- 9 15 Line 1
38 10 35
bus23) (bus1-bus2)
Line 38 Line 35
16 (bus27- 10 16 39 (bus24- 10 36
bus29) bus25)
Line 23 Line 9
40 11 37
17 (bus12- 10 17 (bus5-bus7)
bus14) Line 5
41 11 38
Line 36 (bus2-bus6)
18 (bus25- 10 18
bus26) The results for IEEE – 30 bus test system are obtained.
Line 4 The ranking indices are obtained for all the outages. The
19 10 19
(bus2-bus5) index which is having highest value indicates the
Line 11 contingency as most severe and the index with lowest
20 10 20
(bus6-bus8) value indicates the contingency as less severe.
Line 33 The results for IEEE – 30 bus test system are obtained. It
21 (bus22- 10 21 is seen from the results of exact ranking method that, the
bus24) line 22 outage has value of ERI as 31. It implies that this is
Line 21 the contingency with more severity and whose outage
22 (bus10- 10 22 severely affects the operation of power system hence this
bus22) contingency is ranked as 1. Similarly it is seen from the
Line 32 table that, for the line 13 and 24 outages the ERI obtained
23 (bus21- 10 23 is 12 which indicates that these are the transmission lines
bus22) having same severity hence these outages are ranked with
Line 25 identical ranking and so on.
24 (bus12- 10 23 Similarly from the precise ranking method it is seen that,
bus16) the line 22 outage has a value of PRI as 120.9750. Hence
Line 29 the line outage 22 is most severe so it is ranked as 1 in the
25 (bus16- 10 24 ranking list. Similarly it is seen from the table that, for the
bus17) line 13 and 24 outages the PRI value is 20.9154 and
` Line 17 20.9496 respectively therefore the line outage 13 is ranked
26 10 25 as 7 and line 24 as 6. This indicates that in the exact
(bus9-bus10)
Line 39 ranking indices, where the severity of line 13 and line 24
27 (bus27- 10 26 outages is same, the precise ranking indices distinguish
bus30) between the two.
Line 10 Finally the comparison of exact ranking indices (ERI) and
28 10 27 precise ranking indices (PRI) based contingency ranking is
(bus6-bus7)
Line 20 made in the table. It is seen from the table that, the exact
29 (bus10- 10 28 ranking method does not differentiate between the outages
bus21) with same severity hence label them with identical
ranking.
Line 14
30 10 29 The precise ranking technique addresses the concern of
(bus6-bus28)
identical ranking for the outages with same severity by
Line 6
31 10 30 taking into account in case there is any line or bus
(bus3-bus4)
reaching near to its limits following a particular
Line 15
32 10 31 contingency.
(bus8-bus28)
Hence precise ranking method distinguishes between the
33 Line 41 10 32 outages having same severity.
Copyright to IJIREEICE DOI 10.17148/IJIREEICE.2015.3555 236
ISSN (Online) 2321 – 2004
ISSN (Print) 2321 – 5526
INTERNATIONAL JOURNAL OF INNOVATIVE RESEARCH IN ELECTRICAL, ELECTRONICS, INSTRUMENTATION AND CONTROL ENGINEERING
Vol. 3, Issue 5, May 2015
REFERENCES
[1] Zakir Hussain, Zhe Chen, Paul Thogersen, “Fast and Precise
Method of Contingency Ranking in Modern Power System”,
IEEE conference on applied electrical engineering and
computing technologies, © 2011 IEEE.
[2] I Musirin, T.K. Abdul Rahaman, “Estimating Maximum
Lodability of Weak Bus Identification using FVSI,” IEEE
power engineering review, © 2002 IEEE
[3] I Musirin, T.K. Abdul Rahaman, “Fast Automatic Contingency
Analysis and Ranking Technique for Power System Security
Assessment”, Student conference on Research and
Development,2003 proceedings, Putrajaya Malaysia.
[4] Ozdemir A. and Singh C., “Fuzzy Logic Based MW
Contingency Ranking against Masking Problem”, in Proc. IEEE
Power Eng. Soc. Wint. Meet, jan/Feb. 2001,vol. 2, pp. 504-509.
[5] Hsu Y. Y. and Kuo H. C., “Fuzzy Set Based Contingency
Ranking”, IEEE Trans. on Power Systems, vol.7, no.3, Aug.
1992.
[6] Y. Chen and A. Bose, “Direct Ranking for voltage contingency
ranking”, IEEE Trans. Power Syst., vol. 4, no. 4, pp. 1335–
1344, Nov. 1989.
[7] G.C. Ejebe, H.P. Van Meeteren., B.F. Wollenberg, “Fast
contingency screening and evaluation for voltage security
analysis”, IEEE Trans. Power Syst., vol.3, no.4, pp.1582-1590,
Nov. 1988.
[8] Srivastava L., S.N Singh, and J Sharma, “Knowledge Based
Neural Network for Voltage Contingency Selection and
Ranking”, IEEE Proceedings on Generation, Transmission and
Distribution, 146(6): 649-656 (Nov. 1999).
[9] Scott Greene, Ian Dobson, Fernando L. Alvarado, Contingency
Ranking for Voltage Collapse via Sensitivities from a single
nose curve”, IEEE Transactions on Power Systems, Vol.14,
No.1, February 1999.
[10] Hang Liu, Anjan Bose, and Vaithianathan V., “A Fast Voltage
Security Assessment method using Adaptive Bounding”, IEEE
Transactions on Power Systems Vol.15, No.3, August 2000.
[11] Aydogan Ozedemir, Jae Yun Lim, and Chanan Singh, “Branch
Outage Simulation for MVAR Flows: Bounded Network
Solution”, IEEE Transactions on Power Systems, Vol.18, No.4,
November 2003.
[12] C. Subramani, Subhransu Sekhar Das, M Arun Bhaskar,
M.Jagdeshkumar, “Simulation Technique for Voltage Stability
Analysis and Contingency Ranking in Power Systems”,
Copyright to IJIREEICE DOI 10.17148/IJIREEICE.2015.3555 237