Power systems; Security management; Uncertainties; Energy
Abstract :
[en] This paper deals with day-ahead static security
assessment with respect to a postulated set of contingencies while
taking into account uncertainties about the next day system
conditions. We propose a heuristic approach to compute the
worst-case under operation uncertainty for a contingency with
respect to overloads. We formulate this problem as a non-convex
nonlinear bilevel program that we solve approximately by a
heuristic approach which relies on the solution of successive optimal
power flow (OPF) and security-constrained optimal power
flow (SCOPF) problems of a special type. The method aims at
revealing those combinations of uncertainties and contingencies
for which the best combination of preventive and corrective
actions would not suffice to ensure security. Extensive numerical
results on a small, a medium, and a very large system prove the
interest of the approach.
Disciplines :
Electrical & electronics engineering
Author, co-author :
Capitanescu, Florin
Wehenkel, Louis ; Université de Liège - ULiège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Systèmes et modélisation
Language :
English
Title :
Computation of worst operation scenarios under uncertainty for static security management
Publication date :
May 2013
Journal title :
IEEE Transactions on Power Systems
ISSN :
0885-8950
Publisher :
IEEE, Piscataway, United States - New Jersey
Volume :
28
Issue :
2
Pages :
1697-1705
Peer reviewed :
Peer Reviewed verified by ORBi
European Projects :
FP7 - 211407 - PEGASE - Pan European Grid Advanced Simulation and state Estimation
scite shows how a scientific paper has been cited by providing the context of the citation, a classification describing whether it supports, mentions, or contrasts the cited claim, and a label indicating in which section the citation was made.
Bibliography
K. De Vos and J. Driesen, "Balancing management mechanisms for intermittent power sources - A case study for wind power in Belgium," in Proc. 6th Int. Conf. European Energy Market, 2009.
P. Panciatici, Y. Hassaine, S. Fliscounakis, L. Platbrood, M. Ortega-Vazquez, J. L. Martinez-Ramos, and L. Wehenkel, "Security management under uncertainty: From day-ahead planning to intraday operation," in Proc. IREP Symp., Buzios, Brazil, 2010.
F. Capitanescu, S. Fliscounakis, P. Panciatici, and L.Wehenkel, "Cautious operation planning under uncertainty," IEEE Trans. Power Syst., to be published.
J. Jarjis and F. D. Galiana, "Quantitative analysis of steady state stability in power networks," IEEE Trans. Power App. Syst., vol. PAS-100, no. 1, pp. 318-326, 1981.
D. Gan, X. Luo, D. V. Bourcier, and R. J. Thomas, "Min-max transfer capability of transmission interfaces," Int. J. Elect. Power Energy Syst., vol. 25, no. 5, pp. 347-353, 2003.
I. Dobson and L. Lu, "New methods for computing a closest saddle node bifurcation and worst case load power margin for voltage collapse," IEEE Trans. Power Syst., vol. 8, no. 2, pp. 905-911, May 1993.
F. Capitanescu and T. Van Cutsem, "Evaluating bounds on voltage and thermal security margins under power transfer uncertainty," in Proc. PSCC Conf., Seville, Spain, Jun. 2002.
F. Capitanescu, S. Fliscounakis, P. Panciatici, and L.Wehenkel, "Dayahead security assessment under uncertainty relying on the combination of preventive and corrective controls to face worst-case scenarios," in Proc. PSCC Conf., Stockholm, Sweden, Aug. 2011.
B. Colson, P. Marcotte, and G. Savard, "An overview of bilevel optimization," Ann. Oper. Res., vol. 1, pp. 235-256, 2007.
A. Pinar, J. Meza, V. Donde, and B. Lesieutre, "Optimization strategies for the vulnerability analysis of the electric power grid," SIAM J. Optimiz., vol. 20, no. 4, pp. 1786-1810, 2010.
K. C. Almeida and F. S. Senna, "Optimal active-reactive power dispatch under competition via bilevel programming," IEEE Trans. Power Syst., vol. 26, no. 4, pp. 2345-2354, Nov. 2011.
H. Haghighat and S. W. Kennedy, "A bilevel approach to operational decision making of a distribution company in competitive environments," IEEE Trans. Power Syst., to be published.
J. M. Arroyo and F. D. Galiana, "On the solution of the bilevel programming formulation of the terrorist threat problem," IEEE Trans. Power Syst., vol. 20, no. 2, pp. 789-797, May 2005.
A. L. Motto, J. M. Arroyo, and F. D. Galiana, "Amixed-integer LP procedure for the analysis of electric grid security under disruptive threat," IEEE Trans. Power Syst., vol. 20, no. 3, pp. 1357-1365, Aug. 2005.
J. Salmeron, K. Wood, and R. Baldick, "Worst-case interdiction analysis of large-scale electric power grids," IEEE Trans. Power Syst., vol. 24, no. 1, pp. 96-104, Feb. 2009.
J. M. Arroyo, "Bilevel programming applied to power system vulnerability analysis under multiple contingencies," IET Gener. Transm. Distrib., vol. 4, no. 2, pp. 178-190, 2010.
A. Street, F. Oliveira, and J. M. Arroyo, "Contingency-constrained unit commitment with n-K security criterion: A robust optimization approach," IEEE Trans. Power Syst., vol. 26, no. 3, pp. 1581-1590, Aug. 2011.
L. Platbrood, S. Fliscounakis, F. Capitanescu, P. Panciatici, C. Merckx, and M. Ortega-Vazquez, "Deliverable D3.2: Development of prototype software for system steady-state optimization of the European transmission system," PEGASE Project, 2011. [Online]. Available: http://www.fp7-pegase.eu/.
A. Ben-Tal and A. Nemirovski, "Robust optimization - Methodology and applications," Math. Program., vol. 92, no. 3, pp. 453-480, May 2002.
D. Bertsimas, D. B. Brown, and C. Caramanis, "Theory and applications of robust optimization," SIAM Rev., vol. 53, no. 3, pp. 464-501, 2011.
S. A. Malcolm and S. A. Zenios, "Robust optimization of power systems capacity expansion under uncertainty," J. Oper. Res. Soc., vol. 45, pp. 1040-1049, 1994.
S. Takriti and S. Ahmed, "On robust optimization of two-stage systems," Math. Program., vol. 99, no. 1, pp. 109-126, 2004.
A. Mutapcic and S. Boyd, "Cutting-Set methods for robust convex optimization with pessimizing oracles," Optimiz. Meth. Softw., vol. 24, no. 3, pp. 381-406, 2009.
F. Capitanescu, M. Glavic, D. Ernst, and L. Wehenkel, "Interior-point based algorithms for the solution of optimal power flow problems," Elect. Power Syst. Res., vol. 77, no. 5-6, pp. 508-517, Apr. 2007.
F. Capitanescu and L. Wehenkel, "A new iterative approach to the corrective security-constrained optimal power flow problem," IEEE Trans. Power Syst., vol. 23, no. 4, pp. 1342-1351, Nov. 2008.
Long-Term Dynamics, Phase II, 1995, Nordic32 system, CIGRE Task Force 38.02.08.
This website uses cookies to improve user experience. Read more
Save & Close
Accept all
Decline all
Show detailsHide details
Cookie declaration
About cookies
Strictly necessary
Performance
Strictly necessary cookies allow core website functionality such as user login and account management. The website cannot be used properly without strictly necessary cookies.
This cookie is used by Cookie-Script.com service to remember visitor cookie consent preferences. It is necessary for Cookie-Script.com cookie banner to work properly.
Performance cookies are used to see how visitors use the website, eg. analytics cookies. Those cookies cannot be used to directly identify a certain visitor.
Used to store the attribution information, the referrer initially used to visit the website
Cookies are small text files that are placed on your computer by websites that you visit. Websites use cookies to help users navigate efficiently and perform certain functions. Cookies that are required for the website to operate properly are allowed to be set without your permission. All other cookies need to be approved before they can be set in the browser.
You can change your consent to cookie usage at any time on our Privacy Policy page.