Real-Time Fuzzy Voltage Regulation for Distribution Networks Incorporating High Penetration of Renewable Sources

This paper proposes a coordinated voltage regulation scheme for on-load tap changer (OLTC) and renewable distributed generation (DG) units to provide a proper voltage regulation for active distribution systems. The main motivation of applying fuzzy logic is that it can deal with environments of imperfect information, and thus, it can reduce communication requirements. The proposed regulation scheme consists of three fuzzy-based control algorithms. The first control algorithm is proposed for the OLTC such that it can mitigate the effect of DG units on the voltage profile. The second control algorithm is proposed to provide a DG reactive power sharing, in order to relax the OLTC tap operation. The third control algorithm aims to partially curtail DG active powers to restore a feasible solution from the OLTC prospective. The proposed fuzzy algorithms have the advantage of providing proper voltage regulation with relaxed tap operation, utilizing only the estimated system minimum and maximum voltages. Moreover, it avoids numerical instability and convergence problems associated with centralized approaches, as it does not require to run an optimization algorithm. Real-time simulations are developed to show the effectiveness of the proposed fuzzy algorithms on a typical distribution network, using OPAL-RT real-time simulator.

[1]  Seddik Bacha,et al.  Hardware-in-the-loop simulation applied to protection devices testing , 2014 .

[2]  Eugeniusz Rosolowski,et al.  Fuzzy logic controller for on-load transformer tap changer , 1998 .

[3]  Ehab F. El-Saadany,et al.  A Novel Cooperative Protocol for Distributed Voltage Control in Active Distribution Systems , 2013, IEEE Transactions on Power Systems.

[4]  P. Denholm,et al.  Value of Energy Storage for Grid Applications , 2013 .

[5]  G.P. Harrison,et al.  Centralized and Distributed Voltage Control: Impact on Distributed Generation Penetration , 2007, IEEE Transactions on Power Systems.

[6]  Hui Li,et al.  Coordinated Control of Distributed Energy Storage System With Tap Changer Transformers for Voltage Rise Mitigation Under High Photovoltaic Penetration , 2012, IEEE Transactions on Smart Grid.

[7]  Magdy M. A. Salama,et al.  Novel Coordinated Voltage Control for Smart Distribution Networks With DG , 2011, IEEE Transactions on Smart Grid.

[8]  I.N. da Silva,et al.  Real-Time Voltage Regulation in Power Distribution System Using Fuzzy Control , 2010, IEEE Transactions on Power Delivery.

[9]  F. Milano,et al.  Hybrid Control Model of Under Load Tap Changers , 2011, IEEE Transactions on Power Delivery.

[10]  Antonio Piccolo,et al.  Reactive power control for improving voltage profiles: A comparison between two decentralized approaches , 2012 .

[11]  Jean Belanger,et al.  A Hardware-In-the-Loop Simulation Platform for Prototyping and Testing of Wind Generator Controllers , 2008 .

[12]  Dariusz Czarkowski,et al.  Optimal Distributed Voltage Regulation for Secondary Networks With DGs , 2012, IEEE Transactions on Smart Grid.

[13]  Lotfi A. Zadeh,et al.  Is there a need for fuzzy logic? , 2008, NAFIPS 2008 - 2008 Annual Meeting of the North American Fuzzy Information Processing Society.

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

[15]  R Tonkoski,et al.  Coordinated Active Power Curtailment of Grid Connected PV Inverters for Overvoltage Prevention , 2011, IEEE Transactions on Sustainable Energy.

[16]  J. Bélanger,et al.  The What , Where and Why of Real-Time Simulation , 2010 .

[17]  Reza Iravani,et al.  Voltage-Sourced Converters in Power Systems: Modeling, Control, and Applications , 2010 .

[18]  Balasubramaniam Natarajan,et al.  Voltage/VAR Control in Distribution Networks via Reactive Power Injection Through Distributed Generators , 2012, IEEE Transactions on Smart Grid.

[19]  Wattanapong Rakwichian,et al.  Performance evaluation of a 10kWp PV power system prototype for isolated building in Thailand , 2007 .

[20]  Gerald Thomas Heydt,et al.  The Next Generation of Power Distribution Systems , 2010, IEEE Transactions on Smart Grid.

[21]  D. Karlsson,et al.  Voltage and Reactive Power Control in Systems With Synchronous Machine-Based Distributed Generation , 2008, IEEE Transactions on Power Delivery.

[22]  G. Ledwich,et al.  Multiple distributed Generators for Distribution feeder Voltage support , 2005, IEEE Transactions on Energy Conversion.

[23]  M.E. Baran,et al.  A Multiagent-Based Dispatching Scheme for Distributed Generators for Voltage Support on Distribution Feeders , 2007, IEEE Transactions on Power Systems.

[24]  Fangxing Li,et al.  Adaptive Voltage Control With Distributed Energy Resources: Algorithm, Theoretical Analysis, Simulation, and Field Test Verification , 2011, IEEE Transactions on Power Systems.

[25]  Fan Zhang,et al.  A modified Newton method for radial distribution system power flow analysis , 1997 .

[26]  Renke Huang,et al.  Smart Grid Technologies for Autonomous Operation and Control , 2011, IEEE Transactions on Smart Grid.

[27]  T. Thiringer,et al.  Wind Farms as Reactive Power Ancillary Service Providers—Technical and Economic Issues , 2009, IEEE Transactions on Energy Conversion.

[28]  A. R. Wallace,et al.  Maximising energy capture from distributed generators in weak networks , 2004 .

[29]  Hany E. Farag,et al.  A Two Ways Communication-Based Distributed Control for Voltage Regulation in Smart Distribution Feeders , 2012, IEEE Transactions on Smart Grid.

[30]  L.A.F. Ferreira,et al.  Distributed Reactive Power Generation Control for Voltage Rise Mitigation in Distribution Networks , 2008, IEEE Transactions on Power Systems.

[31]  Fabio Bignucolo,et al.  Radial MV networks voltage regulation with distribution management system coordinated controller , 2008 .

[32]  P. Rodriguez,et al.  Local Reactive Power Control Methods for Overvoltage Prevention of Distributed Solar Inverters in Low-Voltage Grids , 2011, IEEE Journal of Photovoltaics.

[33]  Chun-Lien Su,et al.  Stochastic Evaluation of Voltages in Distribution Networks With Distributed Generation Using Detailed Distribution Operation Models , 2010, IEEE Transactions on Power Systems.

[34]  Bikash C. Pal,et al.  Distribution voltage control considering the impact of PV generation on tap changers and autonomous regulators , 2014, 2014 IEEE PES General Meeting | Conference & Exposition.

[35]  Petar J Grbovic Ultra-capacitors in power conversion systems , 2014 .

[36]  Fangxing Li,et al.  Adaptive voltage control with distributed energy resources: Algorithm, theoretical analysis, simulation, and field test verification , 2010, 2011 IEEE Power and Energy Society General Meeting.

[37]  J. Jardini,et al.  Daily load profiles for residential, commercial and industrial low voltage consumers , 2000 .