Loss minimization techniques used in distribution network: bibliographical survey

Distribution system provides a link between the high voltage transmission system and low voltage consumers thus I2R loss in a distributed system is high because of low voltage and high current. Distribution companies (DISCOs) have an economic enticement to reduce losses in their networks. Usually, this enticement is the cost difference between real and standard losses. Therefore, if real losses are higher than the standard ones, the DISCOs are economically penalized or if the opposite happens, they obtain a profit. Thus loss minimization problem is a well researched topic and all previous approaches vary from each other by selection of tool for loss minimization and thereafter either in their problem formulation or problem solution methods employed. Many methods of loss reduction exist like feeder reconfiguration, capacitor placement, high voltage distribution system, conductor grading, Distributed Generator (DG) Allocation etc. This paper gives a bibliographical survey, general background and comparative analysis of three most commonly used techniques (i) Capacitor Placement, (ii) Feeder Reconfiguration, (iii) and DG Allocation for loss minimization in distribution network based on over 147 published articles, so that new researchers can easily find literature particularly in this area.

[1]  Tuba Gozel,et al.  An analytical method for the sizing and siting of distributed generators in radial systems , 2009 .

[2]  Bala Venkatesh,et al.  Fuzzy EP algorithm and dynamic data structure for optimal capacitor allocation in radial distribution systems , 2006 .

[3]  B.A. de Souza,et al.  Microgenetic algorithms and fuzzy logic applied to the optimal placement of capacitor banks in distribution networks , 2004, IEEE Transactions on Power Systems.

[4]  A. K. Roy,et al.  Optimal size and location of distributed generations using Differential Evolution (DE) , 2012, 2012 2nd National Conference on Computational Intelligence and Signal Processing (CISP).

[5]  M.A.S. Masoum,et al.  Optimal Scheduling of LTC and Shunt Capacitors in Large Distorted Distribution Systems Using Evolutionary-Based Algorithms , 2008, IEEE Transactions on Power Delivery.

[6]  S. S. Venkata,et al.  An expert system operational aid for restoration and loss reduction of distribution systems , 1988 .

[7]  R. Jabr,et al.  Minimum Loss Network Reconfiguration Using Mixed-Integer Convex Programming , 2012, IEEE Transactions on Power Systems.

[8]  Akbar Bayat Uniform voltage distribution based constructive algorithm for optimal reconfiguration of electric distribution networks , 2013 .

[9]  R. N. Adams,et al.  Optimal planning of power networks using mixed-integer programming. Part 1: Static and time-phased network synthesis , 1974 .

[10]  R. Baldick,et al.  Approximation formulas for the distribution system: the loss function and voltage dependence , 1991, IEEE Power Engineering Review.

[11]  D.V. Nicolae,et al.  Reconfiguration and Load Balancing in the LV and MV Distribution Networks for Optimal Performance , 2007, IEEE Transactions on Power Delivery.

[12]  R. Bacher,et al.  Loss reduction by network switching , 1988 .

[13]  Nadarajah Mithulananthan,et al.  AN ANALYTICAL APPROACH FOR DG ALLOCATION IN PRIMARY DISTRIBUTION NETWORK , 2006 .

[14]  A. Y. Chikhani,et al.  An expert system for reactive power control of a distribution system. Part 2: system implementation , 1995 .

[15]  M. E. Baran,et al.  Optimal capacitor placement on radial distribution systems , 1989 .

[16]  Ahmed M. A. Haidar,et al.  An intelligent placement of distributed capacitance based on loss minimization , 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).

[17]  Ji-Pyng Chiou,et al.  Distribution network reconfiguration for loss reduction by ant colony search algorithm , 2005 .

[18]  Mamdouh Abdel-Akher,et al.  Sizing and locating distributed generations for losses minimization and voltage stability improvement , 2010, 2010 IEEE International Conference on Power and Energy.

[19]  M. Fesanghary,et al.  An improved harmony search algorithm for solving optimization problems , 2007, Appl. Math. Comput..

[20]  Karen Miu,et al.  Switch placement to improve system reliability for radial distribution systems with distributed generation , 2003 .

[21]  J. J. Grainger,et al.  Capacity Release by Shunt Capacitor Placement on Distribution Feeders: A New Voltage-Dependent Model , 1982, IEEE Power Engineering Review.

[22]  Yuan-Kang Wu,et al.  Study of Reconfiguration for the Distribution System With Distributed Generators , 2010, IEEE Transactions on Power Delivery.

[23]  Zong Woo Geem,et al.  A New Heuristic Optimization Algorithm: Harmony Search , 2001, Simul..

[24]  Lennart Söder,et al.  Distributed generation : a definition , 2001 .

[25]  Alireza Soroudi,et al.  Binary PSO-based dynamic multi-objective model for distributed generation planning under uncertainty , 2012 .

[26]  J. J. Grainger,et al.  Distribution feeder reconfiguration for loss reduction , 1988 .

[27]  M. Raju,et al.  Optimal Network Reconfiguration of Large-Scale Distribution System Using Harmony Search Algorithm , 2011, IEEE Transactions on Power Systems.

[28]  I. Drezga,et al.  A heuristic nonlinear constructive method for distribution system reconfiguration , 1999 .

[29]  John D. McDonald,et al.  Distribution network reconfiguration: single loop optimization , 1996 .

[30]  Yann-Chang Huang,et al.  Solving the capacitor placement problem in a radial distribution system using Tabu Search approach , 1996 .

[31]  A. Akbarimajd,et al.  A Method for Placement of DG Units in Distribution Networks , 2008, IEEE Transactions on Power Delivery.

[32]  M. E. El-Hawary,et al.  Optimal Distributed Generation Allocation and Sizing in Distribution Systems via Artificial Bee Colony Algorithm , 2011, IEEE Transactions on Power Delivery.

[33]  Chen-Ching Liu,et al.  Loss Minimization of Distribution Feeders: Optimality and Algorithms , 1989, IEEE Power Engineering Review.

[34]  Jong-Keun Park,et al.  Optimal Capacitor Allocation in a Distribution System Considering Operation Costs , 2009 .

[35]  G. Ramakrishna,et al.  Fuzzy inference system to assist the operator in reactive power control in distribution systems , 1998 .

[36]  L.H.A. Monteiro,et al.  Optimization of the Topology of Electric Energy Distribution Networks by Using Algorithm Inspired on Ant Behavior , 2009, IEEE Latin America Transactions.

[37]  Arindam Ghosh,et al.  Optimal voltage support mechanism in distribution networks , 2011 .

[38]  E.F. El-Saadany,et al.  Optimal Renewable Resources Mix for Distribution System Energy Loss Minimization , 2010, IEEE Transactions on Power Systems.

[39]  P. Marannino,et al.  Optimal capacitor placement using deterministic and genetic algorithms , 1999 .

[40]  Chung-Fu Chang,et al.  Reconfiguration and Capacitor Placement for Loss Reduction of Distribution Systems by Ant Colony Search Algorithm , 2008, IEEE Transactions on Power Systems.

[41]  M. E. Hamedani Golshan,et al.  Distributed generation, reactive sources and network-configuration planning for power and energy-loss reduction , 2006 .

[42]  Hernando Dura,et al.  Optimum Number, Location, and Size of Shunt Capacitors in Radial Distribution Feeders A Dynamic Programming Approach , 1968 .

[43]  A. M. El-Zonkoly,et al.  Optimal placement of multi-distributed generation units including different load models using particle swarm optimization , 2011, Swarm Evol. Comput..

[44]  Amany El-Zonkoly,et al.  Optimal placement of multi-distributed generation units including different load models using particle swarm optimisation , 2011 .

[45]  G. Raghuram,et al.  Determining the optimal location and sizing of distributed generation Unit using Particle Swarm Optimization algorithm , 2012, 2012 International Conference on Computer Communication and Informatics.

[46]  Hiroyuki Mori,et al.  Parallel tabu search for capacitor placement in radial distribution systems , 2000, 2000 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.00CH37077).

[47]  G. Lambert-Torres,et al.  A hybrid particle swarm optimization applied to loss power minimization , 2005, IEEE Transactions on Power Systems.

[48]  M.E. El-Hawary,et al.  A review of capacitor placement techniques for loss reduction in primary feeders on distribution systems , 1995, Proceedings 1995 Canadian Conference on Electrical and Computer Engineering.

[49]  R. E. Lee,et al.  A method and its application to evaluate automated distribution control , 1988 .

[50]  Yoshikazu Fukuyama,et al.  A hybrid particle swarm optimization for distribution state estimation , 2003, 2003 IEEE Power Engineering Society General Meeting (IEEE Cat. No.03CH37491).

[51]  T. Taylor,et al.  Implementation of heuristic search strategies for distribution feeder reconfiguration , 1990 .

[52]  R. F. Cook,et al.  Optimizing the Application of Shunt Capacitors for Reactive-Volt-Ampere Control and Loss Reduction , 1961, Transactions of the American Institute of Electrical Engineers. Part III: Power Apparatus and Systems.

[53]  Men-Shen Tsai,et al.  A New Binary Coding Particle Swarm Optimization for Feeder Reconfiguration , 2007, 2007 International Conference on Intelligent Systems Applications to Power Systems.

[54]  Kyu-Ho Kim,et al.  Dispersed generator placement using fuzzy-GA in distribution systems , 2002, IEEE Power Engineering Society Summer Meeting,.

[55]  Wenzhong Gao,et al.  Optimal distributed generation location using mixed integer non-linear programming in hybrid electricity markets , 2010 .

[56]  R. H. Liang,et al.  Fuzzy-Based Reactive Power and Voltage Control in a Distribution System , 2002, IEEE Power Engineering Review.

[57]  Yoshiaki Tanaka,et al.  A two-stage simulated annealing logical topology reconfiguration in IP over WDM networks , 2004 .

[58]  H. P. Schmidt,et al.  Fast reconfiguration of distribution systems considering loss minimization , 2005, IEEE Transactions on Power Systems.

[59]  Dan Jiang,et al.  Optimal electric distribution system switch reconfiguration and capacitor control , 1996 .

[60]  J. Olamaei,et al.  An approach based on Particle Swarm Optimization for distribution feeder reconfiguration considering Distributed Generators , 2007, 2007 Power Systems Conference: Advanced Metering, Protection, Control, Communication, and Distributed Resources.

[61]  A.H. Mantway,et al.  Multi-objective BPSO algorithm for distribution system expansion planning including Distributed Generation , 2008, 2008 IEEE/PES Transmission and Distribution Conference and Exposition.

[62]  A.G. Exposito,et al.  Optimal reconfiguration of distribution networks for power loss reduction , 2001, 2001 IEEE Porto Power Tech Proceedings (Cat. No.01EX502).

[63]  Kai Zou,et al.  Distribution System Planning With Incorporating DG Reactive Capability and System Uncertainties , 2012, IEEE Transactions on Sustainable Energy.

[64]  G. B. Jasmon,et al.  A novel method for loss minimization in distribution networks , 2000, DRPT2000. International Conference on Electric Utility Deregulation and Restructuring and Power Technologies. Proceedings (Cat. No.00EX382).

[65]  Rahmat Allah Hooshmand,et al.  Fuzzy Optimal Phase Balancing of Radial and Meshed Distribution Networks Using BF-PSO Algorithm , 2012, IEEE Transactions on Power Systems.

[66]  A. Y. Abdelaziz,et al.  Reconfiguration of distribution systems for loss reduction using the hyper-cube ant colony optimisation algorithm , 2012 .

[67]  Hong-Tzer Yang,et al.  Loss-Minimized Distribution System Reconfiguration by Using Improved Multi-agent Based Particle Swarm Optimization , 2010, 2010 Asia-Pacific Power and Energy Engineering Conference.

[68]  Ji-Pyng Chiou,et al.  Ant direction hybrid differential evolution for solving large capacitor placement problems , 2004 .

[69]  H. L. Willis,et al.  Analytical methods and rules of thumb for modeling DG-distribution interaction , 2000, 2000 Power Engineering Society Summer Meeting (Cat. No.00CH37134).

[70]  J. Grainger,et al.  Optimum Placement of Fixed and Switched Capacitors on Primary Distribution Feeders , 1981, IEEE Transactions on Power Apparatus and Systems.

[71]  Abdelsalam A Eajal,et al.  Optimal Capacitor Placement and Sizing in Unbalanced Distribution Systems With Harmonics Consideration Using Particle Swarm Optimization , 2010, IEEE Transactions on Power Delivery.

[72]  M. Fotuhi-Firuzabad,et al.  Optimal Switch Placement in Distribution Systems Using Trinary Particle Swarm Optimization Algorithm , 2008, IEEE Transactions on Power Delivery.

[73]  Mohsen Sedighi,et al.  Sitting and sizing of Distributed Generation in distribution network to improve of several parameters by PSO algorithm , 2010, 2010 Conference Proceedings IPEC.

[74]  M. E. El-Hawary,et al.  Heuristic curve-fitted technique for distributed generation optimisation in radial distribution feeder systems , 2011 .

[75]  F. Sheidaei,et al.  Optimal Distributed Generation allocation in distirbution systems employing ant colony to reduce losses , 2008, 2008 43rd International Universities Power Engineering Conference.

[76]  C. Su,et al.  Network Reconfiguration of Distribution Systems Using Improved Mixed-Integer Hybrid Differential Evolution , 2002, IEEE Power Engineering Review.

[77]  N. Mithulananthan,et al.  Distributed Generator Placement in Power Distribution System Using Genetic Algorithm to Reduce Losses , 2004 .

[78]  Y.-Y. Hsu,et al.  Dispatch of capacitors on distribution system using dynamic programming , 1993 .

[79]  Haozhong Cheng,et al.  Switch group based Tabu search algorithm for distribution network reconfiguration , 2008, 2008 Third International Conference on Electric Utility Deregulation and Restructuring and Power Technologies.

[80]  J.R. Abbad,et al.  Assessment of energy distribution losses for increasing penetration of distributed generation , 2006, IEEE Transactions on Power Systems.

[81]  Hong-Chan Chang,et al.  Network reconfiguration in distribution systems using simulated annealing , 1994 .

[82]  Yahia Baghzouz,et al.  Optimal shunt capacitor sizing for distribution systems with multiple nonlinear loads , 1990, Conference on Industrial and Commercial Power Systems.

[83]  S. Civanlar,et al.  Optimal Design and Control Scheme for Continuous Capacitive Compensation of Distribution Feeders , 1983, IEEE Transactions on Power Apparatus and Systems.

[84]  R. Taleski,et al.  Distribution network reconfiguration for energy loss reduction , 1997 .

[85]  H. Mokhlis,et al.  Comparative Study on Distributed Generator Sizing Using Three Types of Particle Swarm Optimization , 2012, 2012 Third International Conference on Intelligent Systems Modelling and Simulation.

[86]  Ishak Aris,et al.  Effective method for optimal allocation of distributed generation units in meshed electric power systems , 2011 .

[87]  J. Matsuki,et al.  Loss minimum configuration of distribution system considering N-1 security of dispersed generators , 2004, IEEE Transactions on Power Systems.

[88]  Nadarajah Mithulananthan,et al.  Multiple Distributed Generator Placement in Primary Distribution Networks for Loss Reduction , 2013, IEEE Transactions on Industrial Electronics.

[89]  A. Augugliaro,et al.  Minimum Losses Reconfiguration of MV Distribution Networks through Local Control of Tie Switches , 2002, IEEE Power Engineering Review.

[90]  J. R. Shin,et al.  An efficient simulated annealing algorithm for network reconfiguration in large-scale distribution systems , 2002 .

[91]  N. S. Rau,et al.  Optimum location of resources in distributed planning , 1994 .

[92]  H.W. Hong,et al.  Protective Device Coordination Expert System , 1991, IEEE Power Engineering Review.

[93]  Pradipta Kishore Dash,et al.  Artificial neural net approach for capacitor placement in power system , 1991, Proceedings of the First International Forum on Applications of Neural Networks to Power Systems.

[94]  C. Vyjayanthi,et al.  Optimal placement of Distributed Generation for a projected load increase using Relative Electrical Distance approach , 2009, 2009 International Conference on Power Systems.

[95]  Luis Ochoa,et al.  Minimizing Energy Losses: Optimal Accommodation and Smart Operation of Renewable Distributed Generation , 2011, IEEE Transactions on Power Systems.

[96]  Lingfeng Wang,et al.  Population-Based Intelligent Search in Reliability Evaluation of Generation Systems With Wind Power Penetration , 2008, IEEE Transactions on Power Systems.

[97]  M. A. Matos,et al.  Multiobjective reconfiguration for loss reduction and service restoration using simulated annealing , 1999, PowerTech Budapest 99. Abstract Records. (Cat. No.99EX376).

[98]  M. Sydulu,et al.  Particle Swarm Optimization Based Capacitor Placement on Radial Distribution Systems , 2007, 2007 IEEE Power Engineering Society General Meeting.

[99]  V. Ganapathy,et al.  Network reconfiguration for enhancement of voltage stability in distribution networks , 2000 .

[100]  J. Grainger,et al.  Optimum Size and Location of Shunt Capacitors for Reduction of Losses on Distribution Feeders , 1981, IEEE Transactions on Power Apparatus and Systems.

[101]  A. Y. Chikhani,et al.  Distribution system reconfiguration for loss reduction: an algorithm based on network partitioning theory , 1995 .

[102]  C. Singh,et al.  Ant Colony Optimization-Based Method for Placement of Sectionalizing Switches in Distribution Networks Using a Fuzzy Multiobjective Approach , 2009, IEEE Transactions on Power Delivery.

[103]  A. Berizzi,et al.  Distributed generation planning using genetic algorithms , 1999, PowerTech Budapest 99. Abstract Records. (Cat. No.99EX376).

[104]  M. Kaplan Optimization of Number, Location, Size, Control Type, and Control Setting of Shunt Capacitors on Radial Distribution Feeders , 1984, IEEE Transactions on Power Apparatus and Systems.

[105]  A. Y. Chikhani,et al.  Control of Reactive Power in Distribution Systems with an End-Load and Varying Load Condition , 1985, IEEE Power Engineering Review.

[106]  J. V. Schmill,et al.  Optimum Size and Location of Shunt Capacitors on Distribution Feeders , 1965 .

[107]  E. P. Barry,et al.  Evaluation of an in-service aged ethylene-propylene rubber (EPR) insulated distribution cable , 1988 .

[108]  Mohammed H. Haque Capacitor placement in radial distribution systems for loss reduction , 1999 .

[109]  Caisheng Wang,et al.  Analytical approaches for optimal placement of distributed generation sources in power systems , 2004 .

[110]  J. S. Schaffer,et al.  Development and testing of power assisted current limiting fuses to 600 amperes and 38 kV , 1988 .

[111]  T. Niknam,et al.  A new hybrid evolutionary algorithm based on new fuzzy adaptive PSO and NM algorithms for Distribution Feeder Reconfiguration , 2012 .

[112]  Chanan Singh,et al.  Dispersed generation planning using improved Hereford ranch algorithm , 1998 .

[113]  Suat Ertem,et al.  Optimal Shunt Capacitor Allocation by Nonlinear Programming , 1987, IEEE Transactions on Power Delivery.

[114]  A. Y. Chikhani,et al.  A new technique for loss reduction using compensating capacitors applied to distribution systems with varying load condition , 1994 .

[115]  S. Civanlar,et al.  Volt/Var Control on Distribution Systems with Lateral Branches Using Shunt Capacitors and Voltage Regulators Part I: The Overall Problem , 1985, IEEE Transactions on Power Apparatus and Systems.

[116]  X. Ren,et al.  Fuzzy modeling of capacitor switching for radial distribution systems , 2001, 2001 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.01CH37194).

[117]  D. Shirmohammadi,et al.  Reconfiguration of electric distribution networks for resistive line losses reduction , 1989 .

[118]  S. Civanlar,et al.  Volt/Var Control on Distribution Systems with Lateral Branches Using Shunt Capacitors and Voltage Regulators Part III: The Numerical Results , 1985, IEEE Transactions on Power Apparatus and Systems.

[119]  A. Y. Chikhani,et al.  An expert system for reactive power control of a distribution system. I. System configuration , 1991 .

[120]  J. Mutale,et al.  Allocation of losses in distribution systems with embedded generation , 2000 .

[121]  O. P. Malik,et al.  Genetic algorithm-based approach for fixed and switchable capacitors placement in distribution systems with uncertainty and time varying loads , 2007 .

[122]  M. Y. Cho,et al.  Fixed/switched type shunt capacitor planning of distribution systems by considering customer load patterns and simplified feeder model , 1997 .

[123]  S. Civanlar,et al.  Volt/Var Control on Distribution Systems with Lateral Branches Using Shunt Capacitors and Voltage Regulators Part II: The Solution Method , 1985, IEEE Transactions on Power Apparatus and Systems.

[124]  Felix F. Wu,et al.  Network reconfiguration in distribution systems for loss reduction and load balancing , 1989 .

[125]  K. Prasad,et al.  Optimal reconfiguration of radial distribution systems using a fuzzy mutated genetic algorithm , 2005, IEEE Transactions on Power Delivery.

[126]  Zhengcai Fu,et al.  An improved TS algorithm for loss-minimum reconfiguration in large-scale distribution systems , 2007 .

[127]  M. T. Bishop,et al.  Distribution System Line Loss Reduction through Enhanced Capacitor Location Techniques , 1986, IEEE Transactions on Power Delivery.

[128]  A. Ajaja,et al.  Distribution network reconfiguration for loss reduction using MILP , 2012, 2012 IEEE PES Innovative Smart Grid Technologies (ISGT).

[129]  V. Parada,et al.  Optimization of electrical distribution feeders using simulated annealing , 2004, IEEE Transactions on Power Delivery.

[130]  Nadarajah Mithulananthan,et al.  Analytical Expressions for DG Allocation in Primary Distribution Networks , 2010, IEEE Transactions on Energy Conversion.

[131]  Ali Abur,et al.  Capacitor placement in three-phase distribution systems with nonlinear and unbalanced loads , 2005 .

[132]  Gregory Levitin,et al.  Optimal capacitor allocation in distribution systems using a genetic algorithm and a fast energy loss computation technique , 2000 .

[133]  A. Keane,et al.  Optimal allocation of embedded generation on distribution networks , 2005, IEEE Transactions on Power Systems.

[134]  M. Ponnavsikko,et al.  Optimal Choice of Fixed and Switched Shunt Capacitors on Radial Distributors by the Method of Local Variations , 1983, IEEE Transactions on Power Apparatus and Systems.

[135]  Nelson Kagan,et al.  Heuristic model for the selection and allocation of shunt capacitors and voltage regulators in electrical power distribution systems , 1999 .

[136]  A. A. El-Keib,et al.  A graph search algorithm for optimal placement of fixed and switched capacitors on radial distribution systems , 2000 .

[137]  C. Lyra,et al.  Adaptive Hybrid Genetic Algorithm for Technical Loss Reduction in Distribution Networks Under Variable Demands , 2009, IEEE Transactions on Power Systems.

[138]  Vahid Farahani,et al.  Energy Loss Reduction by Conductor Replacement and Capacitor Placement in Distribution Systems , 2013, IEEE Transactions on Power Systems.

[139]  Mahmoud Moghavvemi,et al.  Artificial neural network approach to network reconfiguration for loss minimization in distribution networks , 1998 .

[140]  J. Teng,et al.  A Novel ACS-Based Optimum Switch Relocation Method , 2002, IEEE Power Engineering Review.

[141]  Whei-Min Lin,et al.  Capacitor placements for distribution systems with fuzzy algorithm , 1994, Proceedings of TENCON'94 - 1994 IEEE Region 10's 9th Annual International Conference on: 'Frontiers of Computer Technology'.

[142]  S. J. Lee,et al.  Loss minimization of distribution feeders , 1989 .

[143]  Mohammad A. S. Masoum,et al.  Hybrid genetic-fuzzy algorithm for volt/var/total harmonic distortion control of distribution systems with high penetration of non-linear loads , 2011 .