Optimal Distributed Generation Placement in Power Distribution Networks : Models , Methods , and Future Research

The integration of distributed generation (DG) units in power distribution networks has become increasingly important in recent years. The aim of the optimal DG placement (ODGP) is to provide the best locations and sizes of DGs to optimize electrical distribution network operation and planning taking into account DG capacity constraints. Several models and methods have been suggested for the solution of the ODGP problem. This paper presents an overview of the state of the art models and methods applied to the ODGP problem, analyzing and classifying current and future research trends in this field.

[1]  J.W. Bialek,et al.  Optimal power flow as a tool for fault level-constrained network capacity analysis , 2005, IEEE Transactions on Power Systems.

[2]  F. Pilo,et al.  A multiobjective evolutionary algorithm for the sizing and siting of distributed generation , 2005, IEEE Transactions on Power Systems.

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

[4]  E. Mayer Distributed generation planning , 2000, 2000 Power Engineering Society Summer Meeting (Cat. No.00CH37134).

[5]  R. Jabr,et al.  Ordinal optimisation approach for locating and sizing of distributed generation , 2009 .

[6]  Gareth Harrison,et al.  Network Distributed Generation Capacity Analysis Using OPF With Voltage Step Constraints , 2010 .

[7]  Syed Islam,et al.  Reliability based optimum location of distributed generation , 2011 .

[8]  M.M.A. Salama,et al.  An integrated distributed generation optimization model for distribution system planning , 2005, IEEE Transactions on Power Systems.

[9]  Suneet Singh,et al.  Optimal Sizing of Distributed Generation Placed on Radial Distribution Systems , 2010 .

[10]  Majid Gandomkar,et al.  A straightforward approach to minimizing unsupplied energy and power loss through DG placement and evaluating power quality in relation to load variations over time , 2011 .

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

[12]  T. Ackermann,et al.  Interaction between distributed generation and the distribution network: operation aspects , 2002, IEEE/PES Transmission and Distribution Conference and Exhibition.

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

[14]  L.F. Ochoa,et al.  Time-series based maximization of distributed wind power generation integration , 2012 .

[15]  J.W. Bialek,et al.  Direct incorporation of fault level constraints in optimal power flow as a tool for network capacity analysis , 2005, IEEE Transactions on Power Systems.

[16]  Miroslav Begovic,et al.  Placement of distributed generators and reclosers for distribution network security and reliability , 2005 .

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

[18]  A. S. Safigianni,et al.  Optimum allocation of the maximum possible distributed generation penetration in a distribution network , 2010 .

[19]  Luis F. Ochoa,et al.  State-ofthe-Art Techniques and Challenges Ahead for DG Planning and Optimization Task Force on Distributed Generation Planning and Optimization , 2022 .

[20]  M. O'Malley,et al.  Optimal Utilization of Distribution Networks for Energy Harvesting , 2007, IEEE Transactions on Power Systems.

[21]  Mohammad Ahmad Choudhry,et al.  Implementation of Distributed Generation (IDG) algorithm for performance enhancement of distribution feeder under extreme load growth , 2010 .

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

[23]  Johan Driesen,et al.  Robust planning methodology for integration of stochastic generators in distribution grids , 2007 .

[24]  Lingfeng Wang,et al.  Reliability-Constrained Optimum Placement of Reclosers and Distributed Generators in Distribution Networks Using an Ant Colony System Algorithm , 2008, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

[25]  Ehab F. El-Saadany,et al.  Optimal Placement and Sizing Method to Improve the Voltage Stability Margin in a Distribution System Using Distributed Generation , 2013, IEEE Transactions on Power Systems.

[26]  Tongdan Jin,et al.  Reliability centered planning for distributed generation considering wind power volatility , 2011 .

[27]  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).

[28]  R. K. Singh,et al.  Optimum Siting and Sizing of Distributed Generations in Radial and Networked Systems , 2009 .

[29]  M. F. AlHajri,et al.  Improved Sequential Quadratic Programming Approach for Optimal Distribution Generation Deployments via Stability and Sensitivity Analyses , 2010 .

[30]  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.

[31]  Mohammad Hassan Moradi,et al.  A Combination of Genetic Algorithm and Particle Swarm Optimization for Optimal Distributed Generation Location and Sizing in Distribution Systems with Fuzzy Optimal Theory , 2012 .

[32]  Mehdi Ehsan,et al.  Efficient immune-GA method for DNOs in sizing and placement of distributed generation units , 2011 .

[33]  Kyung Bin Song,et al.  Multiobjective distributed generation placement using fuzzy goal programming with genetic algorithm , 2008 .

[34]  Pierluigi Siano,et al.  Hybrid GA and OPF evaluation of network capacity for distributed generation connections , 2008 .

[35]  Ehab F. El-Saadany,et al.  DG allocation for benefit maximization in distribution networks , 2013, IEEE Transactions on Power Systems.

[36]  L.F. Ochoa,et al.  Distribution network capacity assessment: Variable DG and active networks , 2010, IEEE PES General Meeting.

[37]  Zhipeng Liu,et al.  Optimal Siting and Sizing of Distributed Generators in Distribution Systems Considering Uncertainties , 2011, IEEE Transactions on Power Delivery.

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

[39]  Jung-Wook Park,et al.  Selection of Optimal Location and Size of Multiple Distributed Generations by Using Kalman Filter Algorithm , 2009, IEEE Transactions on Power Systems.

[40]  Gheorghe Grigoras,et al.  Two-stage distributed generation optimal sizing with clustering-based node selection , 2012 .

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

[42]  A. R. Wallace,et al.  Optimal power flow evaluation of distribution network capacity for the connection of distributed generation , 2005 .

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

[44]  Fabrizio Giulio Luca Pilo,et al.  Embedded Generation Planning under Uncertainty including Power Quality Issues , 2003 .

[45]  S. C. Choube,et al.  Distributed generation planning using differential evolution accounting voltage stability consideration , 2012 .

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

[47]  Yasuhiro Hayashi,et al.  Application of tabu search to optimal placement of distributed generators , 2001, 2001 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.01CH37194).

[48]  Fabrizio Giulio Luca Pilo,et al.  Optimisation of embedded generation sizing and siting by using a double trade-off method , 2005 .

[49]  Noel N. Schulz,et al.  Impact of distributed generation on distribution contingency analysis , 2008 .

[50]  Javier Contreras,et al.  Location and contract pricing of distributed generation using a genetic algorithm , 2012 .

[51]  Francisco Jurado,et al.  Optimization of distributed generation systems using a new discrete PSO and OPF , 2012 .

[52]  Carmen L. T. Borges,et al.  Optimal distributed generation allocation for reliability, losses, and voltage improvement , 2006 .

[53]  D. Singh,et al.  Effect of Load Models in Distributed Generation Planning , 2007, IEEE Transactions on Power Systems.

[54]  Swapan Kumar Goswami,et al.  Optimum allocation of distributed generations based on nodal pricing for profit, loss reduction, and voltage improvement including voltage rise issue , 2010 .

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

[56]  M. P. Selvan,et al.  Distributed Generation Planning: A New Approach Based on Goal Programming , 2012 .

[57]  M. P. Selvan,et al.  Fuzzy Embedded Genetic Algorithm Method for Distributed Generation Planning , 2011 .

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

[59]  L.F. Ochoa,et al.  Evaluating Distributed Time-Varying Generation Through a Multiobjective Index , 2008, IEEE Transactions on Power Delivery.

[60]  K. Ravindra,et al.  Power Loss Minimization in Distribution System Using Network Reconfiguration in the Presence of Distributed Generation , 2013, IEEE Transactions on Power Systems.

[61]  Om P. Malik,et al.  Risk-based distributed generation placement , 2008 .

[62]  Mahmoud-Reza Haghifam,et al.  DG allocation with application of dynamic programming for loss reduction and reliability improvement , 2011 .

[63]  Jen-Hao Teng,et al.  Value-based distributed generator placements for service quality improvements , 2007 .

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

[65]  Caisheng Wang,et al.  Analytical approaches for optimal placement of distributed generation sources in power systems , 2004, IEEE Transactions on Power Systems.

[66]  Ehab F. El-Saadany,et al.  Probabilistic approach for optimal allocation of wind-based distributed generation in distribution systems , 2011 .

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

[68]  Weidong Xiao,et al.  Determining Optimal Location and Size of Distributed Generation Resources Considering Harmonic and Protection Coordination Limits , 2013, IEEE Transactions on Power Systems.

[69]  M. Gandomkar,et al.  A Genetic–Based Tabu Search Algorithm for Optimal DG Allocation in Distribution Networks , 2005 .

[70]  Nadarajah Mithulananthan,et al.  Optimal DG placement in deregulated electricity market , 2007 .

[71]  Mahdi Raoofat,et al.  Simultaneous allocation of DGs and remote controllable switches in distribution networks considering multilevel load model , 2011 .

[72]  Seyed Ali Arefifar,et al.  Optimal allocation of distributed generation and reactive sources considering tap positions of voltage regulators as control variables , 2007 .

[73]  Graham Ault,et al.  Multi-objective planning of distributed energy resources: A review of the state-of-the-art , 2010 .

[74]  A. Pahwa,et al.  Effective Wind Farm Sizing Method for Weak Power Systems Using Critical Modes of Voltage Instability , 2012, IEEE Transactions on Power Systems.

[75]  Weerakorn Ongsakul,et al.  Optimal multiple distributed generation placement in microgrid system by improved reinitialized social structures particle swarm optimization , 2011 .

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

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

[78]  Shahrokh Saadate,et al.  Optimal allocation of distributed generation using a two-stage multi-objective mixed-integer-nonlinear programming , 2011 .

[79]  Swapan Kumar Goswami,et al.  Multi-objective Optimization of Distributed Generation Planning Using Impact Indices and Trade-off Technique , 2011 .

[80]  L.A. Kojovic,et al.  Summary of Distributed Resources Impact on Power Delivery Systems , 2008, IEEE Transactions on Power Delivery.

[81]  W. El-khattam,et al.  Optimal investment planning for distributed generation in a competitive electricity market , 2004, IEEE Transactions on Power Systems.

[82]  Sakti Prasad Ghoshal,et al.  Optimal sizing and placement of distributed generation in a network system , 2010 .

[83]  D. Zhu,et al.  Impact of DG placement on reliability and efficiency with time-varying loads , 2006, IEEE Transactions on Power Systems.

[84]  Zita Vale,et al.  A probabilistic methodology for distributed generation location in isolated electrical service area , 2010 .

[85]  Manuel A. Matos,et al.  Avoided losses on LV networks as a result of microgeneration , 2009 .

[86]  A. A. Abou El-Ela,et al.  Maximal optimal benefits of distributed generation using genetic algorithms , 2010 .

[87]  D. Singh,et al.  Multiobjective Optimization for DG Planning With Load Models , 2009, IEEE Transactions on Power Systems.

[88]  Michael Kurrat,et al.  Efficient integration of distributed generation for meeting the increased load demand , 2011 .