Linear Decision Rules for Control of Reactive Power by Distributed Photovoltaic Generators

The revised IEEE 1547 Standard together with the grid codes from several European countries require the contribution of photovoltaic inverters to the reactive power and voltage control of distribution networks. This paper presents a decentralized approach for controlling reactive power from a photovoltaic (PV) inverter through a linear decision rule that is in terms of the PV generated real power, conforming to standard characteristic curves in the German grid code. The linear decision rules are computed using an affinely adjustable robust counterpart of an optimal power flow type formulation, with the PV real power generation specified in an uncertainty interval. The robust solution, which is computed via convex quadratic programming, guarantees that both the voltage deviations and power loss will remain within their optimized bounds for all realizations of PV real power sampled from the uncertainty set. The proposed linear decision rules are compared with a local control method that seeks the same type of multiobjective optimization. Monte Carlo simulation results on meshed distribution networks with up to 830 nodes show the superiority of the proposed approach.

[1]  Michael Chertkov,et al.  Local Control of Reactive Power by Distributed Photovoltaic Generators , 2010, 2010 First IEEE International Conference on Smart Grid Communications.

[2]  Dimitris Bertsimas,et al.  Duality in Two-Stage Adaptive Linear Optimization: Faster Computation and Stronger Bounds , 2016, INFORMS J. Comput..

[3]  Sairaj V. Dhople,et al.  Decentralized optimal dispatch of photovoltaic inverters in residential distribution systems , 2015 .

[4]  Anil Pahwa,et al.  A Dynamic Operational Scheme for Residential PV Smart Inverters , 2017, IEEE Transactions on Smart Grid.

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

[6]  Sairaj V. Dhople,et al.  Photovoltaic Inverter Controllers Seeking AC Optimal Power Flow Solutions , 2014, IEEE Transactions on Power Systems.

[7]  Sairaj V. Dhople,et al.  Optimal Dispatch of Photovoltaic Inverters in Residential Distribution Systems , 2013, IEEE Transactions on Sustainable Energy.

[8]  Ross Baldick,et al.  Voltage regulation algorithms for multiphase power distribution grids , 2015, 2016 IEEE Power and Energy Society General Meeting (PESGM).

[9]  I. Roytelman,et al.  Multi-objective feeder reconfiguration by distribution management system , 1995, Proceedings of Power Industry Computer Applications Conference.

[10]  Dick den Hertog,et al.  A practical guide to robust optimization , 2015, 1501.02634.

[11]  M. Ehrgott,et al.  Improved ε-Constraint Method for Multiobjective Programming , 2008 .

[12]  Charis S. Demoulias,et al.  A new simple analytical method for calculating the optimum inverter size in grid-connected PV plants , 2010 .

[13]  Michael Chertkov,et al.  Distributed control of reactive power flow in a radial distribution circuit with high photovoltaic penetration , 2010, IEEE PES General Meeting.

[14]  Michael Chertkov,et al.  Optimal Distributed Control of Reactive Power Via the Alternating Direction Method of Multipliers , 2013, IEEE Transactions on Energy Conversion.

[15]  Shengwei Mei,et al.  Robust Operation of Distribution Networks Coupled With Urban Transportation Infrastructures , 2017, IEEE Transactions on Power Systems.

[16]  Serdar Kadam,et al.  Voltage Control with PV Inverters in Low Voltage Networks—In Depth Analysis of Different Concepts and Parameterization Criteria , 2017, IEEE Transactions on Power Systems.

[17]  Guido Carpinelli,et al.  A Multi-Objective Approach for Microgrid Scheduling , 2017, IEEE Transactions on Smart Grid.

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

[19]  Robert Eriksson,et al.  Coordinated Active Power-Dependent Voltage Regulation in Distribution Grids With PV Systems , 2014, IEEE Transactions on Power Delivery.

[20]  Michael Chertkov,et al.  Options for Control of Reactive Power by Distributed Photovoltaic Generators , 2010, Proceedings of the IEEE.

[21]  S. Zampieri,et al.  On the Existence and Linear Approximation of the Power Flow Solution in Power Distribution Networks , 2014, IEEE Transactions on Power Systems.

[22]  Paul Cuffe,et al.  Voltage responsive distribution networks: Comparing autonomous and centralized solutions , 2015, 2015 IEEE Power & Energy Society General Meeting.

[23]  Hen-Geul Yeh,et al.  Adaptive VAR Control for Distribution Circuits With Photovoltaic Generators , 2012, IEEE Transactions on Power Systems.

[24]  Antonio J. Conejo,et al.  Adaptive Robust Transmission Expansion Planning Using Linear Decision Rules , 2017, IEEE Transactions on Power Systems.

[25]  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.

[26]  Rabih A. Jabr,et al.  Adjustable Robust OPF With Renewable Energy Sources , 2013, IEEE Transactions on Power Systems.

[27]  Tomonobu Senjyu,et al.  Optimal Voltage Control Using Inverters Interfaced With PV Systems Considering Forecast Error in a Distribution System , 2014, IEEE Transactions on Sustainable Energy.

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

[29]  Lijun Chen,et al.  Pseudo-gradient based local voltage control in distribution networks , 2015, 2015 53rd Annual Allerton Conference on Communication, Control, and Computing (Allerton).

[30]  Melvin Z. Thomas,et al.  Enhanced Utilization of Voltage Control Resources with Distributed Generation , 2016 .

[31]  Damien Ernst,et al.  Active Management of Low-Voltage Networks for Mitigating Overvoltages Due to Photovoltaic Units , 2016, IEEE Transactions on Smart Grid.

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

[33]  Rabih A. Jabr,et al.  Minimum loss operation of distribution networks with photovoltaic generation , 2014 .

[34]  Lijun Chen,et al.  Local voltage control in distribution systems: An incremental control algorithm , 2015, 2015 IEEE International Conference on Smart Grid Communications (SmartGridComm).

[35]  Vincent Guigues,et al.  Robust production management , 2009 .

[36]  Munther A. Dahleh,et al.  Real-time decentralized voltage control in distribution networks , 2014, 2014 52nd Annual Allerton Conference on Communication, Control, and Computing (Allerton).

[37]  Gang Wang,et al.  Stochastic Reactive Power Management in Microgrids With Renewables , 2015 .

[38]  I. Y. Kim,et al.  Adaptive weighted-sum method for bi-objective optimization: Pareto front generation , 2005 .

[39]  A.M. Stankovic,et al.  An application of interval analysis and optimization to electric energy markets , 2006, IEEE Transactions on Power Systems.