메뉴 건너뛰기




Volumn 31, Issue 2, 2016, Pages 970-982

Toward Cost-Efficient and Reliable Unit Commitment under Uncertainty

Author keywords

Interval optimization; stochastic optimization; uncertainty; unit commitment

Indexed keywords

ELECTRIC UTILITIES; OPTIMIZATION; STOCHASTIC MODELS; STOCHASTIC SYSTEMS; WIND POWER;

EID: 84930432990     PISSN: 08858950     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPWRS.2015.2434848     Document Type: Article
Times cited : (128)

References (68)
  • 1
    • 67349129209 scopus 로고    scopus 로고
    • Operational impacts of wind generation on California power systems
    • May
    • Y. V. Makarov, C. Loutan, M. Jian, and P. de Mello, "Operational impacts of wind generation on California power systems," IEEE Trans. Power Syst., vol. 24, no. 2, pp. 1039-1050, May 2009.
    • (2009) IEEE Trans. Power Syst. , vol.24 , Issue.2 , pp. 1039-1050
    • Makarov, Y.V.1    Loutan, C.2    Jian, M.3    De Mello, P.4
  • 2
    • 84864288818 scopus 로고    scopus 로고
    • Studying the variability and uncertainty impacts of variable generation at multiple timescales
    • Aug
    • E. Ela and M. O'Malley, "Studying the variability and uncertainty impacts of variable generation at multiple timescales," IEEE Trans. Power Syst., vol. 27, no. 3, pp. 1324-1333, Aug. 2012.
    • (2012) IEEE Trans. Power Syst. , vol.27 , Issue.3 , pp. 1324-1333
    • Ela, E.1    O'Malley, M.2
  • 3
    • 84861523380 scopus 로고    scopus 로고
    • Scenario reduction and scenario tree construction for power management problems
    • Bologna, Italy, Jun
    • N. Growe-Kuska, H. Heitsch, and W. Romisch, "Scenario reduction and scenario tree construction for power management problems," in Proc. 2003 IEEE Power Tech Conf., Bologna, Italy, Jun. 2003, pp. 1-7.
    • (2003) Proc. 2003 IEEE Power Tech Conf , pp. 1-7
    • Growe-Kuska, N.1    Heitsch, H.2    Romisch, W.3
  • 4
    • 19144369129 scopus 로고    scopus 로고
    • On the uncertainty of wind power predictions-analysis of the forecast accuracy and statistical distribution of errors
    • M. Lange, "On the uncertainty of wind power predictions-analysis of the forecast accuracy and statistical distribution of errors," J. Sol. Energy Eng., vol. 127, no. 2, pp. 177-184, 2005.
    • (2005) J. Sol. Energy Eng. , vol.127 , Issue.2 , pp. 177-184
    • Lange, M.1
  • 6
    • 78649355843 scopus 로고    scopus 로고
    • Assessing the impact of wind power generation on operating costs
    • Dec
    • M. A. Ortega-Vazquez and D. S. Kirschen, "Assessing the impact of wind power generation on operating costs," IEEE Trans. Smart Grid, vol. 1, no. 3, pp. 295-301, Dec. 2010.
    • (2010) IEEE Trans. Smart Grid , vol.1 , Issue.3 , pp. 295-301
    • Ortega-Vazquez, M.A.1    Kirschen, D.S.2
  • 7
    • 84871851125 scopus 로고    scopus 로고
    • Evaluating and planning flexibility in sustainable power systems
    • Jan
    • J. Ma, V. Silva, R. Belhomme, D. S. Kirschen, and L. F. Ochoa, "Evaluating and planning flexibility in sustainable power systems," IEEE Trans. Sustain. Energy, vol. 4, no. 1, pp. 200-209, Jan. 2013.
    • (2013) IEEE Trans. Sustain. Energy , vol.4 , Issue.1 , pp. 200-209
    • Ma, J.1    Silva, V.2    Belhomme, R.3    Kirschen, D.S.4    Ochoa, L.F.5
  • 9
    • 33947323248 scopus 로고    scopus 로고
    • A survey of frequency and voltage control ancillary services. Part I: Technical features
    • Feb
    • Y. G. Rebours, D. S. Kirschen, M. Trotignon, and S. Rossignol, "A survey of frequency and voltage control ancillary services. part I: Technical features," IEEE Trans. Power Syst., vol. 22, no. 1, pp. 350-357, Feb. 2007.
    • (2007) IEEE Trans. Power Syst. , vol.22 , Issue.1 , pp. 350-357
    • Rebours, Y.G.1    Kirschen, D.S.2    Trotignon, M.3    Rossignol, S.4
  • 10
    • 33947324505 scopus 로고    scopus 로고
    • A survey of frequency and voltage control ancillary services. Part II: Economic features
    • Feb
    • Y. G. Rebours, D. S. Kirschen, M. Trotignon, and S. Rossignol, "A survey of frequency and voltage control ancillary services. part II: Economic features," IEEE Trans. Power Syst., vol. 22, no. 1, pp. 358-366, Feb. 2007.
    • (2007) IEEE Trans. Power Syst. , vol.22 , Issue.1 , pp. 358-366
    • Rebours, Y.G.1    Kirschen, D.S.2    Trotignon, M.3    Rossignol, S.4
  • 13
    • 33947366923 scopus 로고    scopus 로고
    • Optimizing the spinning reserve requirements using a cost/benefit analysis
    • Feb
    • M. A. Ortega-Vazquez and D. S. Kirschen, "Optimizing the spinning reserve requirements using a cost/benefit analysis," IEEE Trans. Power Syst., vol. 22, no. 1, pp. 24-33, Feb. 2007.
    • (2007) IEEE Trans. Power Syst. , vol.22 , Issue.1 , pp. 24-33
    • Ortega-Vazquez, M.A.1    Kirschen, D.S.2
  • 14
    • 33749833204 scopus 로고    scopus 로고
    • Optimising the scheduling of spinning reserve considering the cost of interruptions
    • Sept
    • M. A. Ortega-Vazquez, D. S. Kirschen, and D. Pudjianto, "Optimising the scheduling of spinning reserve considering the cost of interruptions," IEE Proc. Gener., Transm., Distrib., vol. 153, no. 5, pp. 570-575, Sept. 2006.
    • (2006) IEE Proc. Gener., Transm., Distrib. , vol.153 , Issue.5 , pp. 570-575
    • Ortega-Vazquez, M.A.1    Kirschen, D.S.2    Pudjianto, D.3
  • 15
    • 27744435546 scopus 로고    scopus 로고
    • Scheduling and pricing of coupled energy and primary, secondary, tertiary reserves
    • Nov
    • F. D. Galiana, F. Bouffard, J. M. Arroyo, and J. F. Restrepo, "Scheduling and pricing of coupled energy and primary, secondary, tertiary reserves," Proc. IEEE, vol. 93, no. 11, pp. 1970-1983, Nov. 2005.
    • (2005) Proc. IEEE , vol.93 , Issue.11 , pp. 1970-1983
    • Galiana, F.D.1    Bouffard, F.2    Arroyo, J.M.3    Restrepo, J.F.4
  • 16
    • 18944370075 scopus 로고    scopus 로고
    • Energy and reserve pricing in security and network-constrained electricity markets
    • May
    • J. M. Arroyo and F. D. Galiana, "Energy and reserve pricing in security and network-constrained electricity markets," IEEE Trans. Power Syst., vol. 20, no. 2, pp. 634-643, May 2005.
    • (2005) IEEE Trans. Power Syst. , vol.20 , Issue.2 , pp. 634-643
    • Arroyo, J.M.1    Galiana, F.D.2
  • 17
    • 77951450592 scopus 로고    scopus 로고
    • Should the spinning reserve procurement in systems with wind power generation be deterministic or probabilistic
    • Nanjing, China, Apr
    • M. A. Ortega-Vazquez and D. S. Kirschen, "Should the spinning reserve procurement in systems with wind power generation be deterministic or probabilistic," in Proc. Sustainable Power Generation and Supply '09, Nanjing, China, Apr. 2009, pp. 1-9.
    • (2009) Proc. Sustainable Power Generation and Supply '09 , pp. 1-9
    • Ortega-Vazquez, M.A.1    Kirschen, D.S.2
  • 18
    • 28244483147 scopus 로고    scopus 로고
    • Market-clearing with stochastic security-part I: Formulation
    • Nov
    • F. Bouffard, F. D. Galiana, and A. J. Conejo, "Market-clearing with stochastic security-part I: Formulation," IEEE Trans. Power Syst., vol. 20, no. 4, pp. 1818-1826, Nov. 2005.
    • (2005) IEEE Trans. Power Syst. , vol.20 , Issue.4 , pp. 1818-1826
    • Bouffard, F.1    Galiana, F.D.2    Conejo, A.J.3
  • 19
    • 28244448538 scopus 로고    scopus 로고
    • Market-clearing with stochastic security-part II: Case studies
    • Nov
    • F. Bouffard, F. D. Galiana, and A. J. Conejo, "Market-clearing with stochastic security-part II: Case studies," IEEE Trans. Power Syst., vol. 20, no. 4, pp. 1827-1835, Nov. 2005.
    • (2005) IEEE Trans. Power Syst. , vol.20 , Issue.4 , pp. 1827-1835
    • Bouffard, F.1    Galiana, F.D.2    Conejo, A.J.3
  • 20
    • 71849084254 scopus 로고    scopus 로고
    • A methodology to generate statistically dependent wind speed scenarios
    • Mar
    • J. M. Morales, R. Minguez, and A. J. Conejo, "A methodology to generate statistically dependent wind speed scenarios," Appl. Energy, vol. 87, no. 3, pp. 843-855, Mar. 2010.
    • (2010) Appl. Energy , vol.87 , Issue.3 , pp. 843-855
    • Morales, J.M.1    Minguez, R.2    Conejo, A.J.3
  • 21
    • 0030215880 scopus 로고    scopus 로고
    • A stochastic model for the unit commitment problem
    • Aug
    • S. Takriti, J. R. Birge, and E. Long, "A stochastic model for the unit commitment problem," IEEE Trans. Power Syst., vol. 11, no. 3, pp. 1497-1508, Aug. 1996.
    • (1996) IEEE Trans. Power Syst. , vol.11 , Issue.3 , pp. 1497-1508
    • Takriti, S.1    Birge, J.R.2    Long, E.3
  • 22
    • 0030143103 scopus 로고    scopus 로고
    • Stochastic optimization of unit commitment: A new decomposition framework
    • May
    • P. Carpentier, G. Gohen, J. C. Culioli, and A. Renaud, "Stochastic optimization of unit commitment: A new decomposition framework," IEEE Trans. Power Syst., vol. 11, no. 2, pp. 1067-1073, May 1996.
    • (1996) IEEE Trans. Power Syst. , vol.11 , Issue.2 , pp. 1067-1073
    • Carpentier, P.1    Gohen, G.2    Culioli, J.C.3    Renaud, A.4
  • 23
    • 49249095955 scopus 로고    scopus 로고
    • Security-constrained unit commitment with volatile wind power generation
    • Aug
    • J. Wang, M. Shahidehpour, and Z. Li, "Security-constrained unit commitment with volatile wind power generation," IEEE Trans. Power Syst., vol. 23, no. 3, pp. 1319-1327, Aug. 2008.
    • (2008) IEEE Trans. Power Syst. , vol.23 , Issue.3 , pp. 1319-1327
    • Wang, J.1    Shahidehpour, M.2    Li, Z.3
  • 24
    • 79952361403 scopus 로고    scopus 로고
    • Accelerating the Benders decomposition for network-constrained unit commitment problems
    • L. Wu and M. Shahidehpour, "Accelerating the Benders decomposition for network-constrained unit commitment problems," Energy Syst., vol. 1, no. 3, pp. 339-376, 2010.
    • (2010) Energy Syst. , vol.1 , Issue.3 , pp. 339-376
    • Wu, L.1    Shahidehpour, M.2
  • 25
    • 34248512634 scopus 로고    scopus 로고
    • Stochastic security-constrained unit commitment
    • May
    • L. Wu, M. Shahidehpour, and T. Li, "Stochastic security-constrained unit commitment," IEEE Trans. Power Syst., vol. 22, no. 2, pp. 800-811, May 2007.
    • (2007) IEEE Trans. Power Syst. , vol.22 , Issue.2 , pp. 800-811
    • Wu, L.1    Shahidehpour, M.2    Li, T.3
  • 28
    • 33751071102 scopus 로고    scopus 로고
    • Scenario reduction in stochastic programming
    • Feb
    • J. Dupaová, N. Gröwe-Kuska, and W. Römisch, "Scenario reduction in stochastic programming," Math. Program., vol. 95, pp. 493-511, Feb. 2003.
    • (2003) Math. Program , vol.95 , pp. 493-511
    • Dupaová, J.1    Gröwe-Kuska, N.2    Römisch, W.3
  • 29
    • 0037321577 scopus 로고    scopus 로고
    • Scenario reduction algorithms in stochastic programming
    • Feb
    • H. Heitsch and W. Römisch, "Scenario reduction algorithms in stochastic programming," Comput. Optim. Appl., vol. 24, no. 2-3, pp. 187-206, Feb. 2003.
    • (2003) Comput. Optim. Appl. , vol.24 , Issue.2-3 , pp. 187-206
    • Heitsch, H.1    Römisch, W.2
  • 30
    • 67349212118 scopus 로고    scopus 로고
    • Scenario reduction for futures market trading in electricity markets
    • May
    • J. M. Morales, S. Pineda, A. J. Conejo, and M. Carrion, "Scenario reduction for futures market trading in electricity markets," IEEE Trans. Power Syst., vol. 24, no. 2, pp. 878-888, May 2009.
    • (2009) IEEE Trans. Power Syst. , vol.24 , Issue.2 , pp. 878-888
    • Morales, J.M.1    Pineda, S.2    Conejo, A.J.3    Carrion, M.4
  • 31
    • 84860259834 scopus 로고    scopus 로고
    • Comparison of scenario-based and interval optimization approaches to stochastic SCUC
    • May
    • L. Wu, M. Shahidehpour, and Z. Li, "Comparison of scenario-based and interval optimization approaches to stochastic SCUC," IEEE Trans. Power Syst., vol. 27, no. 2, pp. 913-921, May 2012.
    • (2012) IEEE Trans. Power Syst. , vol.27 , Issue.2 , pp. 913-921
    • Wu, L.1    Shahidehpour, M.2    Li, Z.3
  • 34
    • 84872853161 scopus 로고    scopus 로고
    • Adaptive robust optimization for the security constrained unit commitment problem
    • Feb
    • D. Bertsimas, E. Litvinov, X. A. Sun, Z. Jinye, and Z. Tongxin, "Adaptive robust optimization for the security constrained unit commitment problem," IEEE Trans. Power Syst., vol. 28, no. 1, pp. 52-63, Feb. 2013.
    • (2013) IEEE Trans. Power Syst. , vol.28 , Issue.1 , pp. 52-63
    • Bertsimas, D.1    Litvinov, E.2    Sun, X.A.3    Jinye, Z.4    Tongxin, Z.5
  • 35
    • 84892818207 scopus 로고    scopus 로고
    • Two-stage network constrained robust unit commitment problem
    • May
    • R. Jiang, M. Zhang, G. Li, and Y. Guan, "Two-stage network constrained robust unit commitment problem," Eur. J. Oper. Res., vol. 234, no. 3, pp. 751-762, May 2014.
    • (2014) Eur. J. Oper. Res. , vol.234 , Issue.3 , pp. 751-762
    • Jiang, R.1    Zhang, M.2    Li, G.3    Guan, Y.4
  • 36
    • 84880919916 scopus 로고    scopus 로고
    • Two-stage minimax regret robust unit commitment
    • Aug
    • R. Jiang, J. Wang, M. Zhang, and Y. Guan, "Two-stage minimax regret robust unit commitment," IEEE Trans. Power Syst., vol. 28, no. 3, pp. 2271-2282, Aug. 2013.
    • (2013) IEEE Trans. Power Syst. , vol.28 , Issue.3 , pp. 2271-2282
    • Jiang, R.1    Wang, J.2    Zhang, M.3    Guan, Y.4
  • 37
    • 84860260612 scopus 로고    scopus 로고
    • Robust unit commitment with wind power and pumped storage hydro
    • May
    • R. Jiang, J. Wang, and Y. Guan, "Robust unit commitment with wind power and pumped storage hydro," IEEE Trans. Power Syst., vol. 27, no. 2, pp. 800-810, May 2012.
    • (2012) IEEE Trans. Power Syst. , vol.27 , Issue.2 , pp. 800-810
    • Jiang, R.1    Wang, J.2    Guan, Y.3
  • 38
    • 84870590123 scopus 로고    scopus 로고
    • Robust unit commitment problem with demand response and wind energy
    • San Diego, CA, USA, Jul
    • B. Zheng and L. Zhao, "Robust unit commitment problem with demand response and wind energy," in Proc. IEEE PES GeneralMeeting 2012, San Diego, CA, USA, Jul. 2012, pp. 1-8.
    • (2012) Proc. IEEE PES GeneralMeeting 2012 , pp. 1-8
    • Zheng, B.1    Zhao, L.2
  • 39
    • 84879491651 scopus 로고    scopus 로고
    • Solving two-stage robust optimization problems using a column-and-constraint generation method
    • B. Zeng and L. Zhao, "Solving two-stage robust optimization problems using a column-and-constraint generation method," Oper. Res. Lett., vol. 41, no. 5, pp. 457-461, 2013.
    • (2013) Oper. Res. Lett. , vol.41 , Issue.5 , pp. 457-461
    • Zeng, B.1    Zhao, L.2
  • 40
    • 84881025914 scopus 로고    scopus 로고
    • Unified stochastic and robust unit commitment
    • Aug
    • C. Zhao and Y. Guan, "Unified stochastic and robust unit commitment," IEEE Trans. Power Syst., vol. 28, no. 3, pp. 3353-3361, Aug. 2013.
    • (2013) IEEE Trans. Power Syst. , vol.28 , Issue.3 , pp. 3353-3361
    • Zhao, C.1    Guan, Y.2
  • 41
    • 84925992327 scopus 로고    scopus 로고
    • A hybrid stochastic/interval approach to transmission-constrained unit commitment
    • to be published
    • Y. Dvorkin, H. PandZi, M. Ortega-Vazquez, and D. S. Kirschen, "A hybrid stochastic/interval approach to transmission-constrained unit commitment," IEEE Trans. Power Syst., to be published.
    • IEEE Trans. Power Syst
    • Dvorkin, Y.1    PandZi, H.2    Ortega-Vazquez, M.3    Kirschen, D.S.4
  • 42
    • 85015251894 scopus 로고    scopus 로고
    • Stochastic optimization for unit commitment-a review
    • to be published
    • Q. Zheng, J. Wang, and M. A. Liu, "Stochastic optimization for unit commitment-a review," IEEE Trans. Power Syst., to be published.
    • IEEE Trans. Power Syst
    • Zheng, Q.1    Wang, J.2    Liu, M.A.3
  • 43
    • 84893330276 scopus 로고    scopus 로고
    • A comparative study of stochastic unit commitment and security-constrained unit commitment using high performance computing
    • A. Papavasiliou and S. S. Oren, "A comparative study of stochastic unit commitment and security-constrained unit commitment using high performance computing," in Proc. 2013 European Control Conf. (ECC), 2013, pp. 2507-2512.
    • (2013) Proc. 2013 European Control Conf. (ECC) , pp. 2507-2512
    • Papavasiliou, A.1    Oren, S.S.2
  • 44
    • 85083606483 scopus 로고    scopus 로고
    • On the convergence of day-ahead and real-time electricity markets
    • V. Zavala, M. Anitescu, A. Kannan, and C. Petr, On the Convergence of day-Ahead and Real-Time Electricity Markets, FERC [Online]. Available: http://www.ferc.gov/CalendarFiles/ 20110628130756-Jun28-SesC3-Zavala-Argonne.pdf, 2011
    • FERC
    • Zavala, V.1    Anitescu, M.2    Kannan, A.3    Petr, C.4
  • 45
    • 85083614808 scopus 로고    scopus 로고
    • Commitment techniques for combined-cycle generating units
    • G. Anders, Commitment Techniques for Combined-Cycle Generating Units, NYISO, 2005 [Online]. Available: http://tinyurl.com/kw5w5l7
    • (2005) NYISO
    • Anders, G.1
  • 47
    • 78751502322 scopus 로고    scopus 로고
    • Interval mixed-integer programming for daily unit commitment and dispatch incorporating wind power
    • Hangzhou, China, Oct
    • X. Sun and C. Fang, "Interval mixed-integer programming for daily unit commitment and dispatch incorporating wind power," in Proc. Power System Technology (POWERCON) 2010, Hangzhou, China, Oct. 2010, pp. 1-6.
    • (2010) Proc. Power System Technology (POWERCON) 2010 , pp. 1-6
    • Sun, X.1    Fang, C.2
  • 48
    • 79960894189 scopus 로고    scopus 로고
    • Unit commitment with volatile node injections by using interval optimization
    • Aug
    • Y. Wang, Q. Xia, and C. Kang, "Unit commitment with volatile node injections by using interval optimization," IEEE Trans. Power Syst., vol. 26, no. 3, pp. 1705-1713, Aug. 2011.
    • (2011) IEEE Trans. Power Syst. , vol.26 , Issue.3 , pp. 1705-1713
    • Wang, Y.1    Xia, Q.2    Kang, C.3
  • 49
    • 77951164803 scopus 로고    scopus 로고
    • Minimum up/down polytopes of the unit commitment problem with start-up costs
    • Jun
    • D. Rajan and S. Takriti, Minimum up/Down Polytopes of the Unit Commitment Problem With Start-up Costs, IBM Res. Rep., Jun. 2005.
    • (2005) IBM Res. Rep
    • Rajan, D.1    Takriti, S.2
  • 50
    • 85083603105 scopus 로고    scopus 로고
    • Resolving infeasibilities & high spring washer price situations- an overview
    • Transpower
    • Transpower, Resolving Infeasibilities & High Spring Washer Price situations- An Overview, Tech. Rep., 2010 [Online]. Available: http:// tinyurl.com/ndqoy8f
    • (2010) Tech. Rep
  • 51
    • 84926331763 scopus 로고    scopus 로고
    • Adaptive robust optimization with dynamic uncertainty sets for multi-period economic dispatch under significant wind
    • to be published
    • A. Lorca and X. A. Sun, "Adaptive robust optimization with dynamic uncertainty sets for multi-period economic dispatch under significant wind," IEEE Trans. Power Syst., to be published.
    • IEEE Trans. Power Syst
    • Lorca, A.1    Sun, X.A.2
  • 52
    • 0032592961 scopus 로고    scopus 로고
    • The IEEE Reliability Test System-1996
    • Reliability Task Force of the Application of Probability Methods Subcommittee,Aug
    • Reliability Task Force of the Application of Probability Methods Subcommittee, "The IEEE Reliability Test System-1996," IEEE Trans. Power Syst., vol. 14, no. 3, pp. 1010-1020, Aug. 1999.
    • (1999) IEEE Trans. Power Syst. , vol.14 , Issue.3 , pp. 1010-1020
  • 53
    • 85083614425 scopus 로고    scopus 로고
    • University of Washington
    • REAL Library, University of Washington [Online]. Available: www. ee.washington.edu/research/real/library.html
    • REAL Library
  • 54
    • 84893196016 scopus 로고    scopus 로고
    • Comparison of state-of-the-art transmission constrained unit commitment formulations
    • Vancouver, BC, Canada, Jul
    • H. PandZi, T. Qiu, and D. Kirschen, "Comparison of state-of-the-art transmission constrained unit commitment formulations," in Proc. IEEE PES General Meeting 2013, Vancouver, BC, Canada, Jul. 2013, pp. 1-5.
    • (2013) Proc. IEEE PES General Meeting 2013 , pp. 1-5
    • PandZi, H.1    Qiu, T.2    Kirschen, D.3
  • 56
    • 63049105616 scopus 로고    scopus 로고
    • Ensemble-based probabilistic forecasting at Horns Rev
    • P. Pinson and H. Madsen, "Ensemble-based probabilistic forecasting at Horns Rev," Wind Energy, vol. 12, no. 2, pp. 137-155, 2009.
    • (2009) Wind Energy , vol.12 , Issue.2 , pp. 137-155
    • Pinson, P.1    Madsen, H.2
  • 57
    • 80051684196 scopus 로고    scopus 로고
    • Wind power prediction with different artificial intelligence models
    • Milan, Italy, May
    • R. Jursa, "Wind power prediction with different artificial intelligence models," in Proc. 2007 Eur. Wind Energy Conf., Milan, Italy, May 2007.
    • (2007) Proc. 2007 Eur. Wind Energy Conf
    • Jursa, R.1
  • 59
    • 4043137356 scopus 로고    scopus 로고
    • A tutorial on support vector regression
    • Aug
    • A. J. Smola and B. Schlkopf, "A tutorial on support vector regression," Statist. Comput., vol. 14, no. 3, pp. 199-222, Aug. 2004.
    • (2004) Statist. Comput , vol.14 , Issue.3 , pp. 199-222
    • Smola, A.J.1    Schlkopf, B.2
  • 61
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • Oct
    • L. Breiman, "Random forests," Mach. Learn., vol. 45, no. 1, pp. 5-32, Oct. 2001.
    • (2001) Mach. Learn , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 62
    • 77958487600 scopus 로고    scopus 로고
    • Conditional prediction intervals of wind power generation
    • Nov
    • P. Pinson and G. Kariniotakis, "Conditional prediction intervals of wind power generation," IEEE Trans. Power Syst., vol. 25, no. 4, pp. 1845-1856, Nov. 2010.
    • (2010) IEEE Trans. Power Syst. , vol.25 , Issue.4 , pp. 1845-1856
    • Pinson, P.1    Kariniotakis, G.2
  • 64
    • 84856290355 scopus 로고    scopus 로고
    • A chance-constrained two-stage stochastic program for unit commitment with uncertain wind power output
    • Feb
    • Q. Wang, Y. Guan, and J. Wang, "A chance-constrained two-stage stochastic program for unit commitment with uncertain wind power output," IEEE Trans. Power Syst., vol. 27, no. 1, pp. 206-215, Feb. 2012.
    • (2012) IEEE Trans. Power Syst. , vol.27 , Issue.1 , pp. 206-215
    • Wang, Q.1    Guan, Y.2    Wang, J.3
  • 65
    • 82855167081 scopus 로고    scopus 로고
    • Wind power forecasting error distributions over multiple timescales
    • Detroit, MI, USA, Jul. 24-29
    • B. M. Hodge and M. Milligan, "Wind power forecasting error distributions over multiple timescales," in Proc. IEEE PES General Meeting 2011, Detroit, MI, USA, Jul. 24-29, 2011.
    • (2011) Proc. IEEE PES General Meeting 2011
    • Hodge, B.M.1    Milligan, M.2
  • 66
    • 84870585900 scopus 로고    scopus 로고
    • Intra-hour wind power characteristics for flexible operations
    • San Diego, CA, USA, Jul
    • M. S. Nazir and F. Bouffard, "Intra-hour wind power characteristics for flexible operations," in Proc. IEEE PES General Meeting 2012, San Diego, CA, USA, Jul. 2012, pp. 1-8.
    • (2012) Proc. IEEE PES General Meeting 2012 , pp. 1-8
    • Nazir, M.S.1    Bouffard, F.2
  • 68
    • 84923890685 scopus 로고    scopus 로고
    • Ph.D. dissertation, Univ. Washington, Seattle, WA, USA
    • A. Greenhall, "Wind scenarios for stochastic energy scheduling" Ph.D. dissertation, Univ. Washington, Seattle, WA, USA, 2013 [Online]. Available: http://www.hydrofoundation.org/pdf/greenhall-dissertation. pdf
    • (2013) Wind Scenarios for Stochastic Energy Scheduling
    • Greenhall, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.