Skip to main content
Top

2016 | OriginalPaper | Chapter

Modelling and Simulation of Power Systems

Authors : Binayak Banerjee, Dilan Jayaweera, Syed Islam

Published in: Smart Power Systems and Renewable Energy System Integration

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

This chapter presents major modelling and simulation techniques applied in power systems research. As the smart grids will be a journey through the modern power system environment, it is vital to know how these models and techniques are applied in a traditional power grid environment and how they can make advances to realize smart grid objectives. The chapter describes optimization techniques applied in power systems research and then extended to incorporate stochastic elements. The chapter ends with a brief exploration into the Monte Carlo simulation based research.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literature
go back to reference Allan, R.N., Leite, D.A., Silva, A.M., Burchett, R.C.: Evaluation methods and accuracy in probabilistic load flow solutions. IEEE Trans. Power Appar. Syst. PAS-100, 2539–2546 (1981a) Allan, R.N., Leite, D.A., Silva, A.M., Burchett, R.C.: Evaluation methods and accuracy in probabilistic load flow solutions. IEEE Trans. Power Appar. Syst. PAS-100, 2539–2546 (1981a)
go back to reference Allan, R.N., Leite, D.A., Silva, A.M.: Probabilistic load flow using multilinearisations. IEE Proc. C: Gener. Trans. Distrib. 128, 280–287 (1981b) Allan, R.N., Leite, D.A., Silva, A.M.: Probabilistic load flow using multilinearisations. IEE Proc. C: Gener. Trans. Distrib. 128, 280–287 (1981b)
go back to reference Ambriz-Perez, H., Acha, E., Fuerte-Esquivel, C.R.: Advanced SVC models for Newton-Raphson load flow and Newton optimal power flow studies. IEEE Trans. Power Syst. 15, 129–136 (2000)CrossRef Ambriz-Perez, H., Acha, E., Fuerte-Esquivel, C.R.: Advanced SVC models for Newton-Raphson load flow and Newton optimal power flow studies. IEEE Trans. Power Syst. 15, 129–136 (2000)CrossRef
go back to reference Bhattacharya, A., Roy, P.K.: Solution of multi-objective optimal power flow using gravitational search algorithm. IET Gener. Transm. Distrib. 6, 751–763 (2012)MathSciNetCrossRef Bhattacharya, A., Roy, P.K.: Solution of multi-objective optimal power flow using gravitational search algorithm. IET Gener. Transm. Distrib. 6, 751–763 (2012)MathSciNetCrossRef
go back to reference Billinton, R., Peng, W.: Teaching distribution system reliability evaluation using Monte Carlo simulation. IEEE Trans. Power Syst. 14, 397–403 (1999)CrossRef Billinton, R., Peng, W.: Teaching distribution system reliability evaluation using Monte Carlo simulation. IEEE Trans. Power Syst. 14, 397–403 (1999)CrossRef
go back to reference Cai, H.R., Chung, C.Y., Wong, K.P.: Application of differential evolution algorithm for transient stability constrained optimal power flow. IEEE Trans. Power Syst. 23, 719–728 (2008)CrossRef Cai, H.R., Chung, C.Y., Wong, K.P.: Application of differential evolution algorithm for transient stability constrained optimal power flow. IEEE Trans. Power Syst. 23, 719–728 (2008)CrossRef
go back to reference Carpentier, J.: Contribution a l’Etude du Dispatching Economique. Bull. Soc. Francaise des Electriciens, 3, 431–447 (1962) Carpentier, J.: Contribution a l’Etude du Dispatching Economique. Bull. Soc. Francaise des Electriciens, 3, 431–447 (1962)
go back to reference Chun-Lien, S.: Probabilistic load-flow computation using point estimate method. IEEE Trans. Power Syst. 20, 1843–1851 (2005)CrossRef Chun-Lien, S.: Probabilistic load-flow computation using point estimate method. IEEE Trans. Power Syst. 20, 1843–1851 (2005)CrossRef
go back to reference Dommel, H.W., Tinney, W.F.: Optimal power flow solutions. IEEE Trans. Power Appar. Syst. PAS-87, 1866–1876 (1968) Dommel, H.W., Tinney, W.F.: Optimal power flow solutions. IEEE Trans. Power Appar. Syst. PAS-87, 1866–1876 (1968)
go back to reference Gan, D., Thomas, R.J., Zimmerman, R.D.: Stability-constrained optimal power flow. IEEE Trans. Power Syst. 15, 535–540 (2000)CrossRef Gan, D., Thomas, R.J., Zimmerman, R.D.: Stability-constrained optimal power flow. IEEE Trans. Power Syst. 15, 535–540 (2000)CrossRef
go back to reference Ge, S.Y., Chung, T.S.: Optimal active power flow incorporating power flow control needs in flexible AC transmission systems. IEEE Trans. Power Syst. 14, 738–744 (1999)CrossRef Ge, S.Y., Chung, T.S.: Optimal active power flow incorporating power flow control needs in flexible AC transmission systems. IEEE Trans. Power Syst. 14, 738–744 (1999)CrossRef
go back to reference Hayes, B., Hernando-Gil, I., Collin, A., Harrison, G., Djokic, S.: Optimal power flow for maximizing network benefits from demand-side management. IEEE Trans. Power Syst. 1–9 (2014) Hayes, B., Hernando-Gil, I., Collin, A., Harrison, G., Djokic, S.: Optimal power flow for maximizing network benefits from demand-side management. IEEE Trans. Power Syst. 1–9 (2014)
go back to reference Hui, Z., Pu, L.: Chance constrained programming for optimal power flow under uncertainty. IEEE Trans. Power Syst. 26, 2417–2424 (2011)CrossRef Hui, Z., Pu, L.: Chance constrained programming for optimal power flow under uncertainty. IEEE Trans. Power Syst. 26, 2417–2424 (2011)CrossRef
go back to reference Huneault, M., Galiana, F.D.: A survey of the optimal power flow literature. IEEE Trans. Power Syst. 6, 762–770 (1991)CrossRef Huneault, M., Galiana, F.D.: A survey of the optimal power flow literature. IEEE Trans. Power Syst. 6, 762–770 (1991)CrossRef
go back to reference Jabr, R.A.: Radial distribution load flow using conic programming. IEEE Trans. Power Syst. 21, 1458–1459 (2006)CrossRef Jabr, R.A.: Radial distribution load flow using conic programming. IEEE Trans. Power Syst. 21, 1458–1459 (2006)CrossRef
go back to reference Jabr, R.A.: A conic quadratic format for the load flow equations of meshed networks. IEEE Trans. Power Syst. 22, 2285–2286 (2007)CrossRef Jabr, R.A.: A conic quadratic format for the load flow equations of meshed networks. IEEE Trans. Power Syst. 22, 2285–2286 (2007)CrossRef
go back to reference Jabr, R.A.: Optimal power flow using an extended conic quadratic formulation. IEEE Trans. Power Syst. 23, 1000–1008 (2008)CrossRef Jabr, R.A.: Optimal power flow using an extended conic quadratic formulation. IEEE Trans. Power Syst. 23, 1000–1008 (2008)CrossRef
go back to reference Jabr, R.A., Pal, B.C.: Conic programming approach for static voltage stability analysis in radial networks. IET Gener. Transm. Distrib. 1, 203–208 (2007)CrossRef Jabr, R.A., Pal, B.C.: Conic programming approach for static voltage stability analysis in radial networks. IET Gener. Transm. Distrib. 1, 203–208 (2007)CrossRef
go back to reference Jabr, R.A., Pal, B.C.: Intermittent wind generation in optimal power flow dispatching. IET Gener. Transm. Distrib. 3, 66–74 (2009)CrossRef Jabr, R.A., Pal, B.C.: Intermittent wind generation in optimal power flow dispatching. IET Gener. Transm. Distrib. 3, 66–74 (2009)CrossRef
go back to reference Jabr, R., Coonick, A.H., Cory, B.J.: A primal-dual interior point method for optimal power flow dispatching. IEEE Power Eng. Rev. 22, 55–55 (2002)CrossRef Jabr, R., Coonick, A.H., Cory, B.J.: A primal-dual interior point method for optimal power flow dispatching. IEEE Power Eng. Rev. 22, 55–55 (2002)CrossRef
go back to reference Jorgensen, P., Christensen, J.S., Tande, J.O.: Probabilistic load flow calculation using Monte Carlo techniques for distribution network with wind turbines. In: Proceedings 8th International Conference on Harmonics and Quality of Power Proceedings, vol. 2, pp. 1146–1151, 14–18 Oct 1998 Jorgensen, P., Christensen, J.S., Tande, J.O.: Probabilistic load flow calculation using Monte Carlo techniques for distribution network with wind turbines. In: Proceedings 8th International Conference on Harmonics and Quality of Power Proceedings, vol. 2, pp. 1146–1151, 14–18 Oct 1998
go back to reference JunHua, Z., Fushuan, W., Zhao Yang, D., Yusheng, X., Kit-Po, W.: Optimal dispatch of electric vehicles and wind power using enhanced particle swarm optimization. IEEE Trans. Industr. Inf. 8, 889–899 (2012) JunHua, Z., Fushuan, W., Zhao Yang, D., Yusheng, X., Kit-Po, W.: Optimal dispatch of electric vehicles and wind power using enhanced particle swarm optimization. IEEE Trans. Industr. Inf. 8, 889–899 (2012)
go back to reference Lei, W., Shahidehpour, M., Tao, L.: Stochastic security-constrained unit commitment. IEEE Trans. Power Syst. 22, 800–811 (2007)CrossRef Lei, W., Shahidehpour, M., Tao, L.: Stochastic security-constrained unit commitment. IEEE Trans. Power Syst. 22, 800–811 (2007)CrossRef
go back to reference Lei, W., Shahidehpour, M., Tao, L.: Cost of reliability analysis based on stochastic unit commitment. IEEE Trans. Power Syst. 23, 1364–1374 (2008)CrossRef Lei, W., Shahidehpour, M., Tao, L.: Cost of reliability analysis based on stochastic unit commitment. IEEE Trans. Power Syst. 23, 1364–1374 (2008)CrossRef
go back to reference Lei, W., Shahidehpour, M., Yong, F.: Security-constrained generation and transmission outage scheduling with uncertainties. IEEE Trans. Power Syst. 25, 1674–1685 (2010)CrossRef Lei, W., Shahidehpour, M., Yong, F.: Security-constrained generation and transmission outage scheduling with uncertainties. IEEE Trans. Power Syst. 25, 1674–1685 (2010)CrossRef
go back to reference Meibom, P., Barth, R., Hasche, B., Brand, H., Weber, C., O’Malley, M.: Stochastic optimization model to study the operational impacts of high wind penetrations in Ireland. IEEE Trans. Power Syst. 26, 1367–1379 (2011)CrossRef Meibom, P., Barth, R., Hasche, B., Brand, H., Weber, C., O’Malley, M.: Stochastic optimization model to study the operational impacts of high wind penetrations in Ireland. IEEE Trans. Power Syst. 26, 1367–1379 (2011)CrossRef
go back to reference Nabona, N., Freris, L.L.: Optimisation of economic dispatch through quadratic and linear programming. Proc. Inst. Electr. Eng. 120, 574–580 (1973)CrossRef Nabona, N., Freris, L.L.: Optimisation of economic dispatch through quadratic and linear programming. Proc. Inst. Electr. Eng. 120, 574–580 (1973)CrossRef
go back to reference Nicholson, H., Sterling, M.J.H.: Optimum dispatch of active and reactive generation by quadratic programming. IEEE Trans. Power Appar. Syst. PAS-92, 644–654 (1973) Nicholson, H., Sterling, M.J.H.: Optimum dispatch of active and reactive generation by quadratic programming. IEEE Trans. Power Appar. Syst. PAS-92, 644–654 (1973)
go back to reference Ortega-Vazquez, M.A., Kirschen, D.S.: Estimating the spinning reserve requirements in systems with significant wind power generation penetration. IEEE Trans. Power Syst. 24, 114–124 (2009)CrossRef Ortega-Vazquez, M.A., Kirschen, D.S.: Estimating the spinning reserve requirements in systems with significant wind power generation penetration. IEEE Trans. Power Syst. 24, 114–124 (2009)CrossRef
go back to reference Qi, K., Mengchu, Z., Jing, A., Qidi, W.: Swarm intelligence approaches to optimal power flow problem with distributed generator failures in power networks. IEEE Trans. Autom. Sci. Eng. 10, 343–353 (2013)CrossRef Qi, K., Mengchu, Z., Jing, A., Qidi, W.: Swarm intelligence approaches to optimal power flow problem with distributed generator failures in power networks. IEEE Trans. Autom. Sci. Eng. 10, 343–353 (2013)CrossRef
go back to reference Qianfan, W., Yongpei, G., Jianhui, W.: A chance-constrained two-stage stochastic program for unit commitment with uncertain wind power output. IEEE Trans. Power Syst. 27, 206–215 (2012)CrossRef Qianfan, W., Yongpei, G., Jianhui, W.: A chance-constrained two-stage stochastic program for unit commitment with uncertain wind power output. IEEE Trans. Power Syst. 27, 206–215 (2012)CrossRef
go back to reference Rahul, J., Sharma, Y., Birla, D.: A new attempt to optimize optimal power flow based transmission losses using genetic algorithm. In: Fourth International Conference on Computational Intelligence and Communication Networks (CICN), pp. 566–570, 3–5 Nov 2012 Rahul, J., Sharma, Y., Birla, D.: A new attempt to optimize optimal power flow based transmission losses using genetic algorithm. In: Fourth International Conference on Computational Intelligence and Communication Networks (CICN), pp. 566–570, 3–5 Nov 2012
go back to reference Rios, M.A., Kirschen, D.S., Jayaweera, D., Nedic, D.P., Allan, R.N.: Value of security: modeling time-dependent phenomena and weather conditions. IEEE Trans. Power Syst. 17, 543–548 (2002)CrossRef Rios, M.A., Kirschen, D.S., Jayaweera, D., Nedic, D.P., Allan, R.N.: Value of security: modeling time-dependent phenomena and weather conditions. IEEE Trans. Power Syst. 17, 543–548 (2002)CrossRef
go back to reference Rubinstein, R.Y., Kroese, D.P.: Simulation and the Monte Carlo Method. Wiley (2008) Rubinstein, R.Y., Kroese, D.P.: Simulation and the Monte Carlo Method. Wiley (2008)
go back to reference Ruiz-Rodriguez, F.J., Herna, X., Ndez, J.C., Jurado, F.: Probabilistic load flow for radial distribution networks with photovoltaic generators. IET Renew. Power Gener. 6, 110–121 (2012) Ruiz-Rodriguez, F.J., Herna, X., Ndez, J.C., Jurado, F.: Probabilistic load flow for radial distribution networks with photovoltaic generators. IET Renew. Power Gener. 6, 110–121 (2012)
go back to reference Taranto, G.N., Pinto, L.M.V.G., Pereira, M.V.F.: Representation of FACTS devices in power system economic dispatch. IEEE Trans. Power Syst. 7, 572–576 (1992)CrossRef Taranto, G.N., Pinto, L.M.V.G., Pereira, M.V.F.: Representation of FACTS devices in power system economic dispatch. IEEE Trans. Power Syst. 7, 572–576 (1992)CrossRef
go back to reference Torres, G.L., Quintana, V.H.: An interior-point method for nonlinear optimal power flow using voltage rectangular coordinates. IEEE Trans. Power Syst. 13, 1211–1218 (1998)CrossRef Torres, G.L., Quintana, V.H.: An interior-point method for nonlinear optimal power flow using voltage rectangular coordinates. IEEE Trans. Power Syst. 13, 1211–1218 (1998)CrossRef
go back to reference Wells, D.W.: Method for economic secure loading of a power system. Proceedings of the Institution of Electrical Engineers 115, 1190–1194 (1968)CrossRef Wells, D.W.: Method for economic secure loading of a power system. Proceedings of the Institution of Electrical Engineers 115, 1190–1194 (1968)CrossRef
go back to reference Ying, X., Song, Y.H., Sun, Y.Z.: Power flow control approach to power systems with embedded FACTS devices. IEEE Trans. Power Syst. 17, 943–950 (2002)CrossRef Ying, X., Song, Y.H., Sun, Y.Z.: Power flow control approach to power systems with embedded FACTS devices. IEEE Trans. Power Syst. 17, 943–950 (2002)CrossRef
go back to reference Yue, Y., Kubokawa, J., Sasaki, H.: A solution of optimal power flow with multicontingency transient stability constraints. IEEE Trans. Power Syst. 18, 1094–1102 (2003)CrossRef Yue, Y., Kubokawa, J., Sasaki, H.: A solution of optimal power flow with multicontingency transient stability constraints. IEEE Trans. Power Syst. 18, 1094–1102 (2003)CrossRef
go back to reference Zhai, D., Breipohl, A.M., Lee, F.N., Adapa, R.: The effect of load uncertainty on unit commitment risk. IEEE Trans. Power Syst. 9, 510–517 (1994)CrossRef Zhai, D., Breipohl, A.M., Lee, F.N., Adapa, R.: The effect of load uncertainty on unit commitment risk. IEEE Trans. Power Syst. 9, 510–517 (1994)CrossRef
go back to reference Zhang, X.P., Petoussis, S.G., Godfrey, K.R.: Nonlinear interior-point optimal power flow method based on a current mismatch formulation. IEE Proc. Gener. Trans. Distrib. 152, 795–805 (2005)CrossRef Zhang, X.P., Petoussis, S.G., Godfrey, K.R.: Nonlinear interior-point optimal power flow method based on a current mismatch formulation. IEE Proc. Gener. Trans. Distrib. 152, 795–805 (2005)CrossRef
go back to reference Zhifeng, Q., Deconinck, G., Belmans, R.: A literature survey of optimal power flow problems in the electricity market context. In: Power Systems Conference and Exposition, 2009. PSCE ‘09. IEEE/PES, 15–18 March 2009 2009. 1-6 Zhifeng, Q., Deconinck, G., Belmans, R.: A literature survey of optimal power flow problems in the electricity market context. In: Power Systems Conference and Exposition, 2009. PSCE ‘09. IEEE/PES, 15–18 March 2009 2009. 1-6
Metadata
Title
Modelling and Simulation of Power Systems
Authors
Binayak Banerjee
Dilan Jayaweera
Syed Islam
Copyright Year
2016
DOI
https://doi.org/10.1007/978-3-319-30427-4_2