Differential Evolution Algorithm Optimized Dual Mode Load Frequency Controller for Isolated Wind-Diesel Power System with SMES & Fuel Cell

Author(s): Deepak Kumar Lal , Ajit K. Barisal* , Manish Tripathy .

Journal Name: Recent Advances in Electrical & Electronic Engineering

Volume 12 , Issue 1 , 2019

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Abstract:

Background: This paper presents dynamic performance analysis of isolated wind-diesel power system. A dual mode controller is proposed for pitch control of wind turbine generator.

Methods: The parameters of the controller are optimized by Differential Evolution (DE) algorithm. The hybrid model was simulated with the proposed load frequency controller (LFC) by considering step load perturbation. The minimization of time multiplied integral of absolute error is considered as the objective function. The performance of the proposed controller is compared with the published result of the optimal controller. Further, the performance of the system is investigated by incorporating Super Conducting Magnetic Energy Storage (SMES) and Fuel Cell (FC). Also, the dynamic performance is investigated for changing step load perturbations. Furthermore, the response of the system is analyzed towards random loading.

Results: Finally, sensitivity analysis is done by varying the system parameters and operating conditions from their nominal values.

Conclusion: The simulation results show that the proposed dual mode DE optimized controller gives better transient and steady state response.

Keywords: Load frequency control, differential evolution algorithm, wind-diesel system, pitch control, SMES, fuel cell.

[1]
Y. Hu, J.M. Morales, S. Pineda, M.J. Sanchez, and P. Solana, "Dynamic multi-stage dispatch of isolated wind–diesel power systems", Energy Convers. Manage., vol. 103, pp. 605-615, 2015.
[2]
M. Muselli, G. Notton, and A. Louche, "Design of hybrid-photovoltaic power generator, with optimization of energy management", Sol. Energy, vol. 65, pp. 143-157, 1999.
[3]
R. Billinton, "Evaluation of different operating strategies in small stand-alone power systems", IEEE Trans. Energ. Convers., vol. 20, pp. 654-660, 2005.
[4]
J.L. Bernal-Agustín, and R. Dufo-Lopez, "Simulation and optimization of stand-alone hybrid renewable energy systems", Renew. Sustain. Energy Rev., vol. 13, pp. 2111-2118, 2009.
[5]
M. Nayeripour, M. Hoseintabar, and T. Niknam, "Frequency deviation control by coordination control of FC and double-layer capacitor in an autonomous hybrid renewable energy power generation system", Renew. Energy, vol. 36, pp. 1741-1746, 2011.
[6]
W.V. Hassenzahl, "Superconducting magnetic energy storage", Proc. IEEE, vol. 71, pp. 1089-1098, 1983.
[7]
Y.S. Lee, and C.J. Wu, "Application of superconducting magnetic energy storage unit on damping of turbogenerator subsynchronous oscillation In IEE Proceedings C (Generation, Transmission and Distribution), Vol. 138, pp. 419-426, 1991",
[8]
C.J. Wu, and Y.S. Lee, "Application of superconducting magnetic energy storage unit to improve the damping of synchronous generator", IEEE Trans. Energ. Convers., vol. 6, pp. 573-578, 1991.
[9]
S. Banerjee, J.K. Chatterjee, and S.C. Tripathy, "Application of magnetic energy storage unit as load-frequency stabilizer", IEEE Trans. Energ. Convers., vol. 5, pp. 46-51, 1990.
[10]
T. Senjyu, T. Nakaji, K. Uezato, and T. Funabashi, "A hybrid power system using alternative energy facilities in isolated island", IEEE Trans. Energ. Convers., vol. 20, pp. 406-414, 2005.
[11]
D.J. Lee, and L. Wang, "Small-signal stability analysis of an autonomous hybrid renewable energy power generation/energy storage system part I: time-domain simulations", IEEE Trans. Energ. Convers., vol. 23, pp. 311-320, 2008.
[12]
D. Soetanto, and K. Ding, "Hybrid fuel cell and energy storage systems using super conducting coil or batteries for clean electricity generation", Proceedings of IEEE International Conference on Applied Superconductivity and Electromagnetic Devices, 2009pp. 365-368
[13]
G.W. Scott, V.F. Wilreker, and R.K. Shaltens, "Wind turbine generator interaction with diesel generators on an isolated power system", IEEE Trans. Power Apparatus Syst, vol. 5, pp. 933-937, 1984.
[14]
S.C. Tripathy, M. Kalantar, and R. Balasubramanian, "Dynamics and stability of a hybrid wind-diesel power system", Energy Convers. Manage., vol. 33, pp. 1063-1072, 1992.
[15]
D. Das, S.K. Aditya, and D.P. Kothari, "Dynamics of diesel and wind turbine generators on an isolated power system", Int. J. Electr. Power Energy Syst., vol. 21, pp. 183-189, 1999.
[16]
T.S. Bhatti, A.A.F. Al-Ademi, and N.K. Bansal, "Load frequency control of isolated wind diesel hybrid power systems", Energy Convers. Manage., vol. 38, pp. 829-837, 1997.
[17]
T.S. Bhatti, A.A.F. Al-Ademi, and N.K. Bansal, "Load-frequency control of isolated wind-diesel-microhydro hybrid power systems (WDMHPS)", Energy, vol. 22, pp. 461-470, 1997.
[18]
S.R. Gampa, and D. Das, "Real power and frequency control of a small isolated power system", Int. J. Electr. Power Energy Syst., vol. 64, pp. 221-232, 2015.
[19]
C.S.A. Nandar, "Robust PI control of smart controllable load for frequency stabilization of microgrid power system", Renew. Energy, vol. 56, pp. 16-23, 2013.
[20]
S.C. Tripathy, M. Kalantar, and R. Balasubramanian, "Dynamics and stability of wind and diesel turbine generators with superconducting magnetic energy storage unit on an isolated power system", IEEE Trans. Energ. Convers., vol. 6, pp. 579-585, 1991.
[21]
S.C. Tripathy, "Dynamic simulation of hybrid wind-diesel power generation system with superconducting magnetic energy storage", Energy Convers. Manage., vol. 38, pp. 919-930, 1997.
[22]
S.C. Tripathy, and I.P. Mishra, "Dynamic performance of wind-diesel power system with capacitive energy storage", Energy Convers. Manage., vol. 37, pp. 1787-1798, 1996.
[23]
"Ngamroo, “Robust frequency control of wind-diesel hybrid power system using superconducting magnetic energy storage”, Inter. J. Emerg. Electric Power Syst., Vol. 10, 2009",
[24]
M. Md, "T. Ansari and S. Velusami, “Dual mode linguistic hedge fuzzy logic controller for an isolated wind–diesel hybrid power system with superconducting magnetic energy storage unit", Energy Convers. Manage., vol. 51, pp. 169-181, 2010.
[25]
V. Mukherjee, "A novel quasi-oppositional harmony search algorithm and fuzzy logic controller for frequency stabilization of an isolated hybrid power system", Int. J. Electr. Power Energy Syst., vol. 66, pp. 247-261, 2015.
[26]
R. Storn, and K. Price, "Differential evolution-a simple and efficient adaptive scheme for global optimization over continuous spaces", J. Glob. Optim., vol. 11, pp. 341-359, 1995.
[27]
S. Okdem, "A simple and global optimization algorithm for engineering problems: differential evolution algorithm", Turkish J. Electric. Eng., vol. 12, pp. 53-60, 2004.
[28]
K. Ogata, Modern Control Engineering., 5th ed Prentice Hall, 2015.
[29]
I.J. Nagrath, and M. Gopal, Control System Engineering., 5th ed New Age International Publisher, 2015.
[30]
U.K. Rout, R.K. Sahu, and S. Panda, "Design and analysis of differential evolution algorithm based automatic generation control for interconnected power system", Ain Shams Eng. J., vol. 4, pp. 409-421, 2013.


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Article Details

VOLUME: 12
ISSUE: 1
Year: 2019
Page: [50 - 60]
Pages: 11
DOI: 10.2174/2352096511666180411150820
Price: $58

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