Linear Least-Squares Method for Conservation Voltage Reduction in Distribution Systems With Photovoltaic Inverters

Considering photovoltaic inverters (PVs) as controllable VAr sources pave the way for an effective implementation of conservation voltage reduction (CVR) in distribution systems with multiple voltage regulating devices, this paper proposes some acceptable approximations to formulate a linear least-squares problem for optimizing a CVR implementation on the smart grid platform. The optimization problem is solved by using a built-in solver of the MATLAB software embedded in an iterative-based algorithm. The proposed algorithm is well verified by comparing its generated result with a trustful solution obtained from examining all possibly coordinating combinations of voltage regulating devices and PVs in the simplified Maehongson test system in Thailand. Effectiveness of the algorithm is also illustrated on that test system with a consideration of time-variant load and PV generation. All revealed features exhibit the high ability of applying the proposed method for implementing a closed-loop CVR functionality in distribution systems.

[1]  Bikash C. Pal,et al.  A Sensitivity Approach to Model Local Voltage Controllers in Distribution Networks , 2014, IEEE Transactions on Power Systems.

[2]  Antonio Padilha-Feltrin,et al.  Volt-VAR Multiobjective Optimization to Peak-Load Relief and Energy Efficiency in Distribution Networks , 2015, IEEE Transactions on Power Delivery.

[3]  Le Xie,et al.  Multitime-Scale Data-Driven Spatio-Temporal Forecast of Photovoltaic Generation , 2015, IEEE Transactions on Sustainable Energy.

[4]  Daniel Nikovski,et al.  Hybrid three-phase load flow method for ungrounded distribution systems , 2012, 2012 3rd IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe).

[5]  Hao Chen,et al.  Inverter-Less Hybrid Voltage/Var Control for Distribution Circuits With Photovoltaic Generators , 2014, IEEE Transactions on Smart Grid.

[6]  William Kersting,et al.  Distribution System Modeling and Analysis , 2001, Electric Power Generation, Transmission, and Distribution: The Electric Power Engineering Handbook.

[7]  R. Belmans,et al.  Phase shifting transformers: principles and applications , 2005, 2005 International Conference on Future Power Systems.

[8]  S. Gevorgian Ferroelectrics in Microwave Devices, Circuits and Systems , 2009 .

[9]  Jianhui Wang,et al.  Review on Implementation and Assessment of Conservation Voltage Reduction , 2014, IEEE Transactions on Power Systems.

[10]  P ? ? ? ? ? ? ? % ? ? ? ? , 1991 .

[11]  I. Roytelman,et al.  Volt/var control algorithm for modern distribution management system , 1995 .

[12]  Izudin Dzafic,et al.  Modeling of automatic local controllers in three phase load flow calculation , 2011, ISGT 2011.

[13]  K. M. Muttaqi,et al.  Online Voltage Control in Distribution Systems With Multiple Voltage Regulating Devices , 2014, IEEE Transactions on Sustainable Energy.

[14]  Mario Paolone,et al.  Efficient Computation of Sensitivity Coefficients of Node Voltages and Line Currents in Unbalanced Radial Electrical Distribution Networks , 2012, IEEE Transactions on Smart Grid.

[15]  Miguel Lopez Garcia,et al.  Short-Term Predictability of Load Series: Characterization of Load Data Bases , 2013, IEEE Transactions on Power Systems.

[16]  K. P. Schneider,et al.  Volt-VAR optimization on American Electric Power feeders in Northeast Columbus , 2012, PES T&D 2012.

[17]  T. A. Short,et al.  Voltage reduction results on a 24-kV circuit , 2012, PES T&D 2012.

[18]  D. Chassin,et al.  Evaluating conservation voltage reduction: An application of GridLAB-D: An open source software package , 2011, 2011 IEEE Power and Energy Society General Meeting.

[19]  B. A. de Souza,et al.  Multiobjective Optimization and Fuzzy Logic Applied to Planning of the Volt/Var Problem in Distributions Systems , 2010, IEEE Transactions on Power Systems.

[20]  P. W. Powell,et al.  Conservation Voltage Reduction with feedback from Advanced Metering Infrastructure , 2012, PES T&D 2012.

[21]  Jianhui Wang,et al.  MPC-Based Voltage/Var Optimization for Distribution Circuits With Distributed Generators and Exponential Load Models , 2014, IEEE Transactions on Smart Grid.

[22]  I. Roytelman,et al.  Modeling of local controllers in distribution network applications , 2000 .

[23]  Dario Zaninelli,et al.  Automatic Distributed Voltage Control Algorithm in Smart Grids Applications , 2013, IEEE Transactions on Smart Grid.

[24]  Eduardo García España Terminology , 1973, Hybrid Nuclear Energy Systems.

[25]  Hamed Ahmadi,et al.  A Framework for Volt-VAR Optimization in Distribution Systems , 2015, IEEE Transactions on Smart Grid.

[26]  L. Mili,et al.  Electric Load Forecasting Based on Statistical Robust Methods , 2011, IEEE Transactions on Power Systems.

[27]  A. Berry,et al.  A quantification of the energy savings by Conservation Voltage Reduction , 2012, 2012 IEEE International Conference on Power System Technology (POWERCON).

[28]  K. Mani Chandy,et al.  Inverter VAR control for distribution systems with renewables , 2011, 2011 IEEE International Conference on Smart Grid Communications (SmartGridComm).

[29]  Stephen J. Wright,et al.  Numerical Optimization , 2018, Fundamental Statistical Inference.