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Stability Analysis and Effect of CES on ANN Based AGC for Frequency Excursion
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 Title & Authors
Stability Analysis and Effect of CES on ANN Based AGC for Frequency Excursion
Raja, J.; Rajan, C.Christober Asir;
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This paper presents an application of layered Artificial Neural Network controller to study load frequency control problem in power system. The objective of control scheme guarantees that steady state error of frequencies and inadvertent interchange of tie-lines are maintained in a given tolerance limitation. The proposed controller has been designed for a two-area interconnected power system. Only one artificial neural network controller (ANN), which controls the inputs of each area in the power system together, is considered. In this study, back propagation-through time algorithm is used as neural network learning rule. The performance of the power system is simulated by using conventional integral controller and ANN controller, separately. For the first time comparative study has been carried out between SMES and CES unit, all of the areas are included with SMES and CES unit separately. By comparing the results for both cases, the performance of ANN controller with CES unit is found to be better than conventional controllers with SMES, CES and ANN with SMES.
Artificial Neural Network;Automatic Generation Control;Capacitive Energy Storage;Stability Analysis;Superconducting Magnetic Energy Storage;
 Cited by
New Stability Criteria for Linear Systems with Interval Time-varying State Delays,;;

Journal of Electrical Engineering and Technology, 2011. vol.6. 5, pp.713-722 crossref(new window)
New Stability Criteria for Linear Systems with Interval Time-varying State Delays, Journal of Electrical Engineering and Technology, 2011, 6, 5, 713  crossref(new windwow)
J. K. Cavin, M.C. Budge, and P.Rosmusen, “An optimal linear system approach to load frequency control”, IEEE Trans. On power apparatus and system, Vol.90, pp. 2472-2482, 1971. crossref(new window)

N.N.Benjamin and W.C.Chang, “Multilevel load frequency control of interconnected power system”, Proc, IEE, Vol. 125, pp. 521-526, 1978.

J.Nanda abd B.L.Kavi, “Automatic Generation control of interconnected power system,” Proc, IEE, Vol.125, No.5, pp.385-390, 1988.

D.Das, J.Nanda, M.L.Kothari, and D.P.Kothari, “Automatic generationcontrolof hydro thermal system with new control error considering generation rate constriaint,” Electric machines and power system, Vol.18, pp. 461-471, 1990. crossref(new window)

N.N.Benjamin and W.C.Chang, “Variable structure control of electric power generation,” IEEE Trana.on power Apparatus and System, Vol. 101, No.2, pp. 376-380, 1982. crossref(new window)

S. Haykin, “Neural Networks: A Comprehensive Foundation” 2nd edition, 2006.

D.H. Nguyen and B.Widrow, 1990, “Neural Networks for Self learning Control system,” IEEE Control Systems Mag., pp.18-23, 1990.

D. H. Nguyen and B. Widrow, “Neural networks for self-learning control systems,” IEEE Control Systems Mag., pp. 18-23, 1990.

S. C. Tripathy, R. Balasubramania, and N. P. S. Chanramohanan, “Effect of superconducting magnetic energy storage on automatic generation control considering governor deadband and boiler dynamics,” IEEE Trans. on Power System, Vol. 7, No. 3, pp. 1266-1273, 1992. crossref(new window)

A. Demiroren, N. S. Sengor, and H. L. Zeynelgil, “Automatic generation control by using ANN technique,” Electric Power Components and systems (Electric Machinesand Power Sytems), Vol. 29, No.10, pp. 883-896, 2001. crossref(new window)

F.Beaufays, Y. A. Magid, and B. Widrow, 1994,” Application of Neural Network to Load Frequency Control in Power System,” Neural Networks, Vol.7, No.1, pp.122-128, 1989.

A. Demiroren, N.S.Sengor, and H.L.Zeynelgi, “Automatic generationcontrolby using ANN technique,” Electric Power Component and Systems. Vol.29, No.10.pp.883-896,2001. crossref(new window)

H.L.Zeynelgil, A. Demiroren, and N.S.Senger, “Load Frequency control for power saystem with reheat steam turbine and governor dead band normality by using Neural Network Controller,” European Transcation on Electrical power (ETEP), Vol.12, No. 3, pp.179-185, 2002. crossref(new window)

O.I.Elgerd, Electric Energy System Theory: An Introduction, McGraw - Hill Book Company, 1971.

H.J.Kunish, K.G.Krammer and H.Domonic “Battery Energy Storage-Another Option for Load Frequency Control & Instantaneous reserve”, IEEE Trans on Energy conversion Vol. E-1, No. 3. pp41-46, Sep 1986.

H.J.Boeniig & J.F.Haur,”Commisioning tests of the Bonneville power Administration 30 MJ super conducting Magnetic storage unit”, IEEE Trans on power apparartus & systems. Vol. PAS-104, No. 2. PP.302-312. Feb 1982.

Banarjee.J.K, Chatterjee and S.C.Tripathy, “Application of Magnetic energy storage units as Load Frequency Control Stabilizers”, IEEE Trans, on energy conversion, Vol. 5, No. 1, pp.481-501, March 1990.

Kwa-Sur Tam and Prem kumar,” Application of super magnetic energy storage in an asynchronous link between power system”, IEEE Trans on Energy conversion, Vol. 5, No. 3, Sep 1971.

H.A. Peterterson, N.Mohan and R.W.Boom, “Super Conductive energy storage Inductor-Converter Units for power system”, IEE Trans. On Powerapparatus and systems, Vol. PAS-94, No. 4, PP 1337-1348, July/August 1975.

R.J. Loyd, J.D.Rogers et al., “A feasibility utility scale superconducting Magnetic Storage Plant”, IEEE Trans. On Energy conversion, Vol. EC-1, No. 4, PP. 63-64, December 1986. crossref(new window)

Y.Mitani, K.Tsuji, Y.Murakami, “Application of Superconducting Magnetic Energy storage to improve power system dynamic performance,” IEEE trans. On power system, Vol. 3, No. 4-1988.

S.C. Tripathy, R.Balasubramaniam, P.S. Chandramohan Nair, “Effect of Superconducting Magnetic Energy Storage on Automatic Generation Control Considering Governor Dead band and Boiler dynamics.” IEEE tran. On power system Vol 7,Aug 1992.

S.C. Tripathy, K.P. Juengst, Sampled data automatic generation control with superconducting magnetic energy storage in power systems, IEEE Trans. Energy Convers. 12 (June (2)) (1997) 187-192. crossref(new window)

S. Banerjee, J.K. Chatterjee, S.C. Tripathy, Application of magnetic energy storage unit as load frequency stabilizer, IEEE Trans. Energy Convers. 5 (March (1)) (1990) 46-51. crossref(new window)