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Volumn 5, Issue 1, 2014, Pages 228-236

Optimization of wind power and its variability with a computational intelligence approach

Author keywords

Artificial immune system; Data mining; Evolutionary algorithm; Particle swarm optimization; Wind turbine control; Wind power optimization

Indexed keywords

ARTIFICIAL IMMUNE SYSTEM; COMPUTATIONAL INTELLIGENCE ALGORITHMS; COMPUTATIONAL RESULTS; COMPUTER EXPERIMENT; DATA-DRIVEN APPROACH; INDUSTRIAL DATUM; OPTIMIZATION MODELING; WIND TURBINE CONTROL;

EID: 84891027432     PISSN: 19493029     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSTE.2013.2281354     Document Type: Article
Times cited : (20)

References (41)
  • 2
    • 4544280226 scopus 로고    scopus 로고
    • An intelligent maximum power extraction algorithm for inverter-based variable speed wind turbine systems
    • Sep.
    • Q. Wang and L. Chang, "An intelligent maximum power extraction algorithm for inverter-based variable speed wind turbine systems," IEEE Trans. Energy Convers., vol. 19, no. 5, pp. 1242-1249, Sep. 2004.
    • (2004) IEEE Trans. Energy Convers. , vol.19 , Issue.5 , pp. 1242-1249
    • Wang, Q.1    Chang, L.2
  • 3
    • 0032593021 scopus 로고    scopus 로고
    • Performance optimization for doubly fed wind power generation systems
    • Jul./Aug.
    • S. Bhowmik, R. Spee, and J. H. R. Enslin, "Performance optimization for doubly fed wind power generation systems," IEEE Trans. Ind. Appl., vol. 35, no. 4, pp. 949-958, Jul./Aug. 1999.
    • (1999) IEEE Trans. Ind. Appl. , vol.35 , Issue.4 , pp. 949-958
    • Bhowmik, S.1    Spee, R.2    Enslin, J.H.R.3
  • 4
    • 77955671168 scopus 로고    scopus 로고
    • Optimization of wind turbine performance with data-driven models
    • Jul.
    • A. Kusiak, Z. Zhang, and M. Y. Li, "Optimization of wind turbine performance with data-driven models," IEEE Trans. Sustain. Energy, vol. 1, no. 2, pp. 66-76, Jul. 2010.
    • (2010) IEEE Trans. Sustain. Energy , vol.1 , Issue.2 , pp. 66-76
    • Kusiak, A.1    Zhang, Z.2    Li, M.Y.3
  • 5
    • 84856527344 scopus 로고    scopus 로고
    • Control ofwind turbine power and vibrationwith a data-driven approach
    • Jul.
    • A.Kusiak and Z. Zhang, "Control ofwind turbine power and vibrationwith a data-driven approach," Renew. Energy, vol. 43, no. 7, pp. 73-82, Jul. 2012.
    • (2012) Renew. Energy , vol.43 , Issue.7 , pp. 73-82
    • Kusiak, A.1    Zhang, Z.2
  • 6
    • 0029307071 scopus 로고
    • Capacity based Lagrangean relaxation unit commitment with ramp rate constraints
    • May
    • W. L. Peterson and S. R. Brammer, "Capacity based Lagrangean relaxation unit commitment with ramp rate constraints," IEEE Trans. Power Syst., vol. 10, no. 2, pp. 1077-1084, May 1995.
    • (1995) IEEE Trans. Power Syst. , vol.10 , Issue.2 , pp. 1077-1084
    • Peterson, W.L.1    Brammer, S.R.2
  • 7
    • 66849129057 scopus 로고    scopus 로고
    • Ramp-rate control of photovoltaic generator with electric double-layer capacitor
    • Jun.
    • N. Kakimoto, H. Satoh, S. Takayama, and K. Nakamura, "Ramp-rate control of photovoltaic generator with electric double-layer capacitor," IEEE Trans. Energy Convers., vol. 24, no. 2, pp. 465-473, Jun. 2009.
    • (2009) IEEE Trans. Energy Convers. , vol.24 , Issue.2 , pp. 465-473
    • Kakimoto, N.1    Satoh, H.2    Takayama, S.3    Nakamura, K.4
  • 9
    • 77955202511 scopus 로고    scopus 로고
    • Prediction of wind farm power ramp rates: A data-mining approach
    • Aug.
    • H. Y. Zheng and A. Kusiak, "Prediction of wind farm power ramp rates: A data-mining approach," ASME J. Sol. Eng., vol. 131, no. 3, pp. 031011- 1-031011-8, Aug. 2009.
    • (2009) ASME J. Sol. Eng. , vol.131 , Issue.3 , pp. 0310111-0310118
    • Zheng, H.Y.1    Kusiak, A.2
  • 10
    • 0024480529 scopus 로고
    • A distribution system outage dispatch by data base method with real-time revision
    • Jan.
    • C. E. Ling, Y.-W. Huang, H. L. Chow, and C. L. Huang, "A distribution system outage dispatch by data base method with real-time revision," IEEE Trans. Power Del., vol. 4, no. 1, pp. 515-523, Jan. 1989.
    • (1989) IEEE Trans. Power Del. , vol.4 , Issue.1 , pp. 515-523
    • Ling, C.E.1    Huang, Y.-W.2    Chow, H.L.3    Huang, C.L.4
  • 11
    • 0037817596 scopus 로고    scopus 로고
    • GMPC enables energy transmission over interconnected SAPP grid
    • Jul.
    • P. V. Goosen, P. Riedel, and J. W. Strauss, "GMPC enables energy transmission over interconnected SAPP grid," IEEE Trans. Power Del., vol. 18, no. 3, pp. 945-952, Jul. 2003.
    • (2003) IEEE Trans. Power Del. , vol.18 , Issue.3 , pp. 945-952
    • Goosen, P.V.1    Riedel, P.2    Strauss, J.W.3
  • 12
    • 23944497321 scopus 로고    scopus 로고
    • A dispatch strategy for a unified power-flow controller to maximize voltage-stability-limited power transfer
    • DOI 10.1109/TPWRD.2005.848758
    • W. Xuan, J. H. Chow, B. Fardanesh, and A.-A. Edris, "A dispatch strategy for a unified power-flow controller to maximize voltage-stability- limited power transfer," IEEE Trans. Power Del., vol. 20, no. 3, pp. 2022-2029, Jul. 2005. (Pubitemid 41194807)
    • (2005) IEEE Transactions on Power Delivery , vol.20 , Issue.3 , pp. 2022-2029
    • Wei, X.1    Chow, J.H.2    Fardanesh, B.3    Edris, A.-A.4
  • 13
    • 79958833718 scopus 로고    scopus 로고
    • Optimization of power and its variability with an artificial immune network algorithm
    • Phoenix, AZ, USA
    • A. Kusiak and Z. Zhang, "Optimization of power and its variability with an artificial immune network algorithm," in Proc. 2011 IEEE/PES Power Systems Conf. Expo. (PSCE), Phoenix, AZ, USA, pp. 1-8.
    • Proc. 2011 IEEE/PES Power Systems Conf. Expo. (PSCE) , pp. 1-8
    • Kusiak, A.1    Zhang, Z.2
  • 14
    • 84868559154 scopus 로고    scopus 로고
    • Minimizing pump energy in a wastewater processing plant
    • Nov.
    • Z. Zhang, Y. Zeng, and A. Kusiak, "Minimizing pump energy in a wastewater processing plant," Energy, vol. 47, no. 1, pp. 505-514, Nov. 2012.
    • (2012) Energy , vol.47 , Issue.1 , pp. 505-514
    • Zhang, Z.1    Zeng, Y.2    Kusiak, A.3
  • 15
    • 61649090211 scopus 로고    scopus 로고
    • Short-term prediction of wind farm power: A data-mining approach
    • Mar.
    • A. Kusiak, H. Y. Zheng, and Z. Song, "Short-term prediction of wind farm power: A data-mining approach," IEEE Trans. Energy Convers., vol. 24, no. 1, pp. 125-136, Mar. 2009.
    • (2009) IEEE Trans. Energy Convers. , vol.24 , Issue.1 , pp. 125-136
    • Kusiak, A.1    Zheng, H.Y.2    Song, Z.3
  • 16
    • 78650396613 scopus 로고    scopus 로고
    • Adaptive control of a wind turbine with data mining and swarm intelligence
    • Jan.
    • A. Kusiak and Z. Zhang, "Adaptive control of a wind turbine with data mining and swarm intelligence," IEEE Trans. Sustain. Energy, vol. 2, no. 1, pp. 28-36, Jan. 2011.
    • (2011) IEEE Trans. Sustain. Energy , vol.2 , Issue.1 , pp. 28-36
    • Kusiak, A.1    Zhang, Z.2
  • 17
    • 70049104692 scopus 로고    scopus 로고
    • Anticipatory control of wind turbines with data-driven predictive models
    • Sep.
    • A. Kusiak, Z. Song, and H. Y. Zheng, "Anticipatory control of wind turbines with data-driven predictive models," IEEE Trans. Energy Convers., vol. 24, no. 3, pp. 766-774, Sep. 2009.
    • (2009) IEEE Trans. Energy Convers. , vol.24 , Issue.3 , pp. 766-774
    • Kusiak, A.1    Song, Z.2    Zheng, H.Y.3
  • 19
    • 0033318858 scopus 로고    scopus 로고
    • Multiobjective evolutionary algorithms a comparative case study and the strength pareto approach
    • DOI 10.1109/4235.797969
    • E. Zitzler and L. Thiele, "Multiobjective evolutionary algorithms: A comparative case study and the strength pareto evolutionary algorithm," IEEE Trans. Evol. Comput., vol. 3, no. 4, pp. 257-271, Nov. 1999. (Pubitemid 30544879)
    • (1999) IEEE Transactions on Evolutionary Computation , vol.3 , Issue.4 , pp. 257-271
    • Zitzler Eckart1    Thiele Lothar2
  • 20
    • 0036530772 scopus 로고    scopus 로고
    • A fast and elitist multiobjective genetic algorithm: NSGA-II
    • DOI 10.1109/4235.996017, PII S1089778X02041012
    • K. Deb, A. Pratap, S. Agarwal, and T. Meyarivan, "A fast and elitist multiobjective genetic algorithm: NSGA-II," IEEE Trans. Evol. Comput., vol. 6, no. 2, pp. 182-197, Apr. 2002. (Pubitemid 34555372)
    • (2002) IEEE Transactions on Evolutionary Computation , vol.6 , Issue.2 , pp. 182-197
    • Deb, K.1    Pratap, A.2    Agarwal, S.3    Meyarivan, T.4
  • 22
    • 0036464756 scopus 로고    scopus 로고
    • The particle swarm-explosion, stability, and convergence in a multidimensional complex space
    • DOI 10.1109/4235.985692, PII S1089778X02022099
    • M. Clerc and J. Kennedy, "The particle swarm-Explosion, stability, and convergence in a multidimensional complex space," IEEE Trans. Evol. Comput., vol. 6, no. 1, pp. 58-73, Feb. 2002. (Pubitemid 34404564)
    • (2002) IEEE Transactions on Evolutionary Computation , vol.6 , Issue.1 , pp. 58-73
    • Clerc, M.1    Kennedy, J.2
  • 24
    • 0036613006 scopus 로고    scopus 로고
    • Learning and optimization using the clonal selection principle
    • DOI 10.1109/TEVC.2002.1011539, PII S1089778X02060654
    • L. N. de Castro and F. J. Von Zuben, "Learning and optimization using the clonal selection principle," IEEE Trans. Evol. Comput., vol. 6, no. 3, pp. 239-251, Jun. 2002. (Pubitemid 34867248)
    • (2002) IEEE Transactions on Evolutionary Computation , vol.6 , Issue.3 , pp. 239-251
    • De Castro, L.N.1    Von Zuben, F.J.2
  • 25
  • 26
    • 78649936397 scopus 로고    scopus 로고
    • Short-horizon prediction of wind power: A data-driven approach
    • Dec.
    • A. Kusiak and Z. Zhang, "Short-horizon prediction of wind power: A data-driven approach," IEEE Trans. Energy Convers., vol. 25, no. 4, pp. 1112-1122, Dec. 2010.
    • (2010) IEEE Trans. Energy Convers. , vol.25 , Issue.4 , pp. 1112-1122
    • Kusiak, A.1    Zhang, Z.2
  • 27
    • 0028500244 scopus 로고
    • Analog computation via neural networks
    • Sep.
    • H. Siegelmann and E. Sontag, "Analog computation via neural networks," Theor. Comput. Sci., vol. 131, no. 2, pp. 331-360, Sep. 1994.
    • (1994) Theor. Comput. Sci. , vol.131 , Issue.2 , pp. 331-360
    • Siegelmann, H.1    Sontag, E.2
  • 33
    • 0037186544 scopus 로고    scopus 로고
    • Stochastic gradient boosting
    • DOI 10.1016/S0167-9473(01)00065-2, PII S0167947301000652
    • J. H. Friedman, "Stochastic gradient boosting," Comput. Statist. Data Anal, vol. 38, no. 4, pp. 367-378, Feb. 2002. (Pubitemid 34197167)
    • (2002) Computational Statistics and Data Analysis , vol.38 , Issue.4 , pp. 367-378
    • Friedman, J.H.1
  • 34
    • 0035470889 scopus 로고    scopus 로고
    • Greedy function approximation: A gradient boosting machine
    • J. H. Friedman, "Greedy function approximation: A gradient boosting machine," Ann. Statist., vol. 29, no. 5, pp. 1189-1232, Nov. 2001. (Pubitemid 33405972)
    • (2001) Annals of Statistics , vol.29 , Issue.5 , pp. 1189-1232
    • Friedman, J.H.1
  • 35
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • DOI 10.1023/A:1010933404324
    • L. Breiman, "Random forests," J. Mach. Learn., vol. 45, no. 1, pp. 5-32, Oct. 2001. (Pubitemid 32933532)
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 38
    • 0029535607 scopus 로고
    • Historical development of the Newton-Raphson method
    • Dec.
    • T. J. Ypma, "Historical development of the Newton-Raphson method," SIAM Rev., vol. 37, no. 4, pp. 531-551, Dec. 1995.
    • (1995) SIAM Rev. , vol.37 , Issue.4 , pp. 531-551
    • Ypma, T.J.1
  • 40
    • 84862878819 scopus 로고    scopus 로고
    • Sliced latin hypercube designs
    • Jun.
    • P. Qian, "Sliced latin hypercube designs," J. Amer. Stat. Assoc., vol. 107, no. 497, pp. 393-399, Jun. 2012.
    • (2012) J. Amer. Stat. Assoc. , vol.107 , Issue.497 , pp. 393-399
    • Qian, P.1
  • 41
    • 0018468345 scopus 로고
    • Comparison of three methods for selecting values of input variables in the analysis of output from a computer code
    • M. D. McKay, R. J. Beckman, and W. J. Conover, "A comparison of three methods for selecting values of input variables in the analysis of output from a computer code," Technometrics, vol. 21, no. 2, pp. 239-245, May 1979. (Pubitemid 9452235)
    • (1979) Technometrics , vol.21 , Issue.2 , pp. 239-245
    • McKay, M.D.1    Beckman, R.J.2    Conover, W.J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.