Generic placeholder image

Recent Advances in Electrical & Electronic Engineering

Editor-in-Chief

ISSN (Print): 2352-0965
ISSN (Online): 2352-0973

Research Article

Maximizing Electrical Power Saving Using Capacitors Optimal Placement

Author(s): Ayman Agha, Hani Attar*, Audih Alfaoury and Mohammad R. Khosravi

Volume 13, Issue 7, 2020

Page: [1041 - 1050] Pages: 10

DOI: 10.2174/2352096513666200212103205

Price: $65

Abstract

Background: Low power factor is regarded as one of the most dedicated issues in large scale inductive power networks, because of the lost energy in term of a reactive power. Accordingly, installing capacitors in the network improves the power factor and hence decreases the reactive power.

Methods: This paper presents an approach to maximize the saving in terms of financial costs, energy resources, environmental protection, and also enhance the power system efficiency. Moreover, the proposed technique tends to avoid the penalties imposed over the electricity bill (in the case of the power factor drops below the permissible limit), by applying a proposed method that consists of two stages. The first stage determines the optimal amount of compensating capacitors by using a suggested analytical method. The second stage employs a statistical approach to assess the reduction in energy losses resulting from the capacitors placement in each of the network nodes. Accordingly, the expected beneficiaries from improving the power factor are mainly large inductive networks such as large scale factories and industrial field. A numerical example is explained in useful detail to show the effectiveness and simplicity of the proposed approach and how it works.

Results: The proposed technique tends to minimize the energy losses resulted from the reactive power compensation, release the penalties imposed on electricity bills due to the low power factor. The numerical examples show that the saved cost resulted from improving the power factor, and energy loss reduction is around 10.94 % per month from the total electricity bill.

Conclusion: The proposed technique to install capacitors has significant benefits and effective power consumption improvement when the cost of the imposed penalty is regarded as high. The tradeoff in this technique is between the cost of the installed capacitors and the saving gained from the compensation.

Keywords: Energy loss reduction, shunt capacitors, maximized saving, power factor improvement, power systems, energy policy.

Graphical Abstract
[1]
Electricity Tariff Instructions Issued by Electricity Regulatory Commission (ERC, Jordan. Tariff valid from: 16/2/2015.,
[2]
Westinghouse Electric Corporation, , Electric Utility Engineering Reference Book-Distribution Systems, vol., vol. 3. East Pittsburgh: Pa., 1965.
[3]
Y.G. Bae, "Analytical method of capacitor allocation on distribution primary feeders"In: , IEEE Transactions on Power Apparatus and Systems, , vol. PAS-97, . no. 4, . pp. 1232-1237, l978.
[4]
J.J. Grainger, and S.H. Lee, "Optimum size and location of shunt capacitors for reduction of losses on distribution feeders", IEEE Trans. Power Apparatus Syst, vol. PAS-100, pp. 1105-1118, 1981.
[http://dx.doi.org/10.1109/TPAS.1981.316577]
[5]
M.A. Golkar, and M.A. Golkar, "Reactive power control in distribution systems by using advanced techniques."In: , Proceedings of the 2011 3rd International Youth Conference on Energetics., IYCE: Leiria, 2011, pp. 1-6.http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6028290&isnumber=6028112
[6]
M. Salama, A. Chikhani, and R. Hackam, "Control of reactive power in distribution systems with an end-load and fixed load condition", IEEE Trans. Power Apparatus Syst, pp. 2779-2788, 1985.
[http://dx.doi.org/10.1109/TPAS.1985.319121]
[7]
M. Cho, and Y. Chen, "Fixed/switched types shunt capacitor planning of distribution systems by considering customer load patterns and simplified feeder model", Gener. Transm. Distrib. IEE Proc.IET, pp. 533-40, 1997.
[8]
M.M. Legha, "Capacitor placement in radial distribution system for improve network efficiency using artificial bee colony", J. Eng. Res. Appl., vol. 3, no. 6, pp. 228-233, 2013.
[9]
N. Gnanasekaran, "Maximum cost saving approach for optimal capacitor placement in radial distribution systems using modified ABC algorithm", Int. J. Elec. Eng. Inform., vol. 7, no. 4, pp. 665-678, 2015.
[http://dx.doi.org/10.15676/ijeei.2015.7.4.10]
[10]
S. Nawaz, "A novel analytical technique for optimal allocation of capacitors in radial distribution systems", J. Eng. Technol. Sci., vol. 49, no. 2, pp. 236-246, 2017.
[http://dx.doi.org/10.5614/j.eng.technol.sci.2017.49.2.6]
[11]
"Rao. Neelakanteshwar, and M. A. Fahad, “Optimal location and sizing of capacitors on radial distribution systems”, J. Dig. Integ. Circ. Electric", Dev., vol. 4, no. 3, pp. 5-9, 2019.
[12]
H. Duran, "Optimum number, location, and size of shunt capacitors in radial distribution feeders: A dynamic programming approach", IEEE Trans. Power Apparatus Syst, vol. 87, no. 9, pp. 1769-1774, 1968.
[http://dx.doi.org/10.1109/TPAS.1968.291982]
[13]
Y-Y. Hsu,
[14]
H.C. Chin, "Optimal shunt capacitor allocation by fuzzy dynamic Programming", Electr. Power Syst. Res., vol. 35, no. 2, pp. 133-139, 1995.
[http://dx.doi.org/10.1016/0378-7796(95)00999-X]
[15]
S.K. Bhattacharya, and S.K. Goswami, "A new fuzzy based solution of the capacitor placement problem in radial distribution system expert systems with applications", Expert Syst. Appl., vol. 36, no. 3, pp. 4207-4212, 2009.
[16]
L. Hakim, U. Murdika, H. Gusmedi, and S. Zaini, "A study on reactive power allocation for electrical power distribution system with low voltage profile", ARPN J. Eng. Appl. Sci., vol. 11, . no. 7, 2016.
[17]
V.V. Thang, and N.D. Minh, "Optimal allocation and sizing of capacitors for distribution systems reinforcement based on minimum life cycle cost and considering uncertainties", Open Electr. Electron. Eng. J., vol. 11, pp. 165-176, 2017.
[http://dx.doi.org/10.2174/1874129001711010165]
[18]
K.H. Abdul-Rahman, and S.M. Shahidehpour, "A fuzzy –based optimal reactive power control" In: , IEEE Trans. on Power System,, vol. 8. . 1993, no. 2, pp. 662-670,1989.
[19]
H.N. Ng, M.M.A. Salama, and A.Y. Chikhani, "Capacitor allocation by approximate reasoning: Fuzzy capacitor placement", IEEE Trans. Power Syst., vol. 15, no. 1, pp. 393-398, 2000.
[http://dx.doi.org/10.1109/61.847279]
[20]
B. Venkatesh, and R. Ranjan, "“Fuzzy EP algorithm and dynamic data structure for optimal capacitor allocation in radial distribution systems,” Proc. Inst. Elect. Eng., Gen., Transm", Distrib., vol. 153, no. 1, pp. 80-88, 2006.
[http://dx.doi.org/10.1049/ip-gtd:20050054]
[21]
L. Devi, and B. Subramanyam, "Sizing of Dg unit operated at optimal power factor to reduce losses in radial distribution", J. Theoret. Appl. Inform. Technol.. pp. 973-980, 2008.
[22]
P.V. Prasad, S. Sivanagaraju, and N. Sreenivasulu, "A fuzzy-genetic algorithm for optimal capacitor placement in radial distribution systems", ARPN J. Eng. Appl. Sci., vol. 4, no. 2, pp. 88-99, 2018.
[23]
A. Essam, "New technique for optimal capacitor placement and sizing in radial distribution systems", In: , 10th Int. Conf. Comput. Intell. Commun. Netw., 2018, pp. 115-120
[24]
S. Ertem, "Optimal shunt capacitor sizing for reduced line loading, voltage improvements and loss reduction of distribution feeders", In: , Proceedings of The Twenty-First Annual North American, Power Symposium, pp. 262-269 , 1989.
[http://dx.doi.org/10.1109/NAPS.1989.77100]
[25]
S. Sundhararajan, and A. Pahwa, "Optimal selection of capacitorsfor radial distribution systems using a genetic algorithm", IEEE Trans. Power Syst., vol. 9, no. 3, pp. 1499-1507, 1994.
[http://dx.doi.org/10.1109/59.336111]
[26]
M-R. Haghifam, and O. Malik, "Genetic algorithm-based approach for fixed and switchable capacitors placement in distribution systems with uncertainty and time varying loads", IET Gener. Transm. Distrib., vol. 1, pp. 244-252, 2007.
[http://dx.doi.org/10.1049/iet-gtd:20045267]
[27]
H. Lotfi, "M. BorhanElmi, and S. Saghravanian, “Simultaneous placement of capacitor and dg in distribution networks using particle swarm optimization algorithm”, Int. J. Smart Electric", Eng., vol. 7, no. 1, pp. 35-41, 2018.
[28]
M.A.S. Masoum, M. Ladjevardi, A. Jafarian, and E.F. Fuchs, "Optimal placement and sizing of capacitor banks in distorted distribution networks by genetic algorithms",
[http://dx.doi.org/10.1109/PES.2004.1372825]
[29]
J. Kennedy, and R. Eberhart, "Particle swarm optimization", In: , Neural Network 1995 Proceedings, IEEE International Conference, vol. 4, 1995, pp. 1942-8
[http://dx.doi.org/10.1109/ICNN.1995.488968]
[30]
B. Venkatesh, G. Sadasivam, and M. Abdullah Khan, A New Optimal Power Scheduling Method for Loss Minimization and Voltage Stability Margin Maximization Using Successive Multi objective Fuzzy LP Technique.. 2000
[http://dx.doi.org/10.1109/59.867183]
[31]
B. Barán, J. Vallejos, R. Ramos, and U. Fernández, "Reactive Power Compensation using a Multi objective Evolutionary Algorithm", In: , IEEE Transact. Power Syst., , vol. 15 . . no. 2, 2000.
[http://dx.doi.org/10.1109/PTC.2001.964766]
[32]
M.H. Moradi, A. Zeinalzadeh, Y. Mohammadi, and M. Abedini, "An efficient hybrid method for solving the optimal sitting and sizing problem of DG and shunt capacitor banks simultaneously based on imperialist competitive algorithm and genetic algorithm", Int. J. Electr. Power Energy Syst., vol. 54, pp. 101-111, 2014.
[http://dx.doi.org/10.1016/j.ijepes.2013.06.023]
[33]
A.Y. Abdelaziz, and E.S. Ali, "“Optimal sizing and locations of capacitors in radial distribution Systems via flower pollination optimization algorithm and power loss index”, Engi. Sci. Technol", Int. J., 2015.
[http://dx.doi.org/10.1016/j.jestch.2015.09.002]
[34]
K.R. Devabalaji, K. Ravi, and D.P. Kothari, "Optimal location and sizing of capacitor placement in radial distribution system using bacterial foraging optimization algorithm", Int. J. Electr. Power Energy Syst., vol. 71, pp. 383-390, 2015.
[http://dx.doi.org/10.1016/j.ijepes.2015.03.008]
[35]
U. Musa, "Application of improved bacterial foraging algorithm to the optimal siting and sizing of D-STATCOM in radial distribution networks", 2017
[36]
U. Musa, A.A. Mati, and T. Yuvaraj, "“Application of bacterial foraging algorithm in the allocation of DSTATCOM in 50-bus canteen feeder”, ELEKTRIKA-J", Electr. Eng., vol. 18, pp. 26-35, 2019.
[http://dx.doi.org/10.11113/elektrika.v18n1.128]
[37]
A.Y. Abdelaziz, and E.S. Ali, "S.M. AbdElazim, “Flower pollination algorithm and loss sensitivity factors for optimal sizing and placement of capacitors in radial distribution systems”, Electric", Power Energ. Syst., vol. 78, pp. 207-214, 2016.
[http://dx.doi.org/10.1016/j.ijepes.2015.11.059]
[38]
E. Bakker, V. Deljou, and J. Rahmani, "“Optimal placement of capacitor bank in reorganized distribution networks using genetic algorithm”, In: Int", J. Comput. Appl. Technol. Res., vol. 8, no. 04, pp. 89-97, 2019.
[39]
A. Agha, "A new algorithm for reactive power compensation in industrial plant", Jordan J. Elec. Engineering (JJEE),, vol. 2, no. 3, pp. 241-252, 2016.
[40]
A. Agha, "A new approach for load loss factor estimation in electrical distribution networks", Int. J. Energ. Convers., (IRECON),, vol. 5, no. 5, . pp. 241-252, 2017.
[41]
A. Jaya, and G.A.V. Keoliya, "Estimation of technical losses in a distribution system", Int. J. Eng. Res. Technol. (IJERT), .Korus, South Korea,, vol. 2, no. 6, 2003.
[42]
M.W. Gustafson, J.S. Baylor, and S.S. Mulnix, "The equivalent hours loss factor revisited", IEEE Trans. Power Syst., vol. 3, no. 4, pp. 1502-1507, 1989.
[http://dx.doi.org/10.1109/59.192959]
[43]
A. Wu, and B. Ni, Line loss analysis and calculation of electric power systems., 1st ed Wiley& sons, 2016.

Rights & Permissions Print Cite
© 2024 Bentham Science Publishers | Privacy Policy