Reactive power coordinated optimisation method with renewable distributed generation based on improved harmony search

The reactive power coordinated optimisation problem for distribution network (DN) with the integration of renewable distributed generation (DG) is investigated in this study. By actively participating in reactive power control together with an under-load tap changer and shunt capacitors, DG can operate more effectively in the DN. Non-dispatchable DG is considered in the coordinated optimisation method. The objective of the proposed reactive power coordinated optimisation method is to minimise active power loss and to decrease the number of switching device operations while maintaining the grid voltage within the allowable range. The optimisation problem is to solve a variable combination including integers and continuous variables, which will formulate a mixed integer non-linear programming (MINLP) problem. The control variable includes operations of traditional reactive power control devices and the reactive power adjustments of DGs. To solve the MINLP problem, a heuristic searching method, an improved harmony search algorithm is proposed with adaptive parameters process. Numerical tests on a standard 10-kV distribution system and a real distribution system demonstrate the applicability of the proposed reactive power coordinated optimisation method.

[1]  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.

[2]  Wei Dai,et al.  A Trust Region SQP Method for Coordinated Voltage Control in Smart Distribution Grid , 2016, IEEE Transactions on Smart Grid.

[3]  Andries Petrus Engelbrecht,et al.  A Cooperative approach to particle swarm optimization , 2004, IEEE Transactions on Evolutionary Computation.

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

[5]  A. Padilha-Feltrin,et al.  Distributed Generators as Providers of Reactive Power Support—A Market Approach , 2013, IEEE Transactions on Power Systems.

[6]  Ritwik Majumder,et al.  Integration of Distributed Generation in the Volt/VAR Management System for Active Distribution Networks , 2015, IEEE Transactions on Smart Grid.

[7]  T. W. Lambert,et al.  Modern estimation of the parameters of the Weibull wind speed distribution for wind energy analysis , 2000 .

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

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

[10]  T. Chang Performance comparison of six numerical methods in estimating Weibull parameters for wind energy application , 2011 .

[11]  K. Hollands,et al.  A method to generate synthetic hourly solar radiation globally , 1990 .

[12]  W. Sheng,et al.  Optimal power flow algorithm and analysis in distribution system considering distributed generation , 2014 .

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

[14]  Hossein Nezamabadi-pour,et al.  An Improved Multi-Objective Harmony Search for Optimal Placement of DGs in Distribution Systems , 2013, IEEE Transactions on Smart Grid.

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

[16]  Young-Jin Kim,et al.  Coordinated Control of a DG and Voltage Control Devices Using a Dynamic Programming Algorithm , 2013, IEEE Transactions on Power Systems.

[17]  V. Calderaro,et al.  Optimal Decentralized Voltage Control for Distribution Systems With Inverter-Based Distributed Generators , 2014, IEEE Transactions on Power Systems.

[18]  Tomonobu Senjyu,et al.  Decentralised control of voltage in distribution systems by distributed generators , 2010 .

[19]  D. Karlsson,et al.  Combined Local and Remote Voltage and Reactive Power Control in the Presence of Induction Machine Distributed Generation , 2007, IEEE Transactions on Power Systems.

[20]  David C. Yu,et al.  An Economic Dispatch Model Incorporating Wind Power , 2008, IEEE Transactions on Energy Conversion.

[21]  Kwee-Bo Sim,et al.  Parameter-setting-free harmony search algorithm , 2010, Appl. Math. Comput..

[22]  Ehab F. El-Saadany,et al.  Adequacy Evaluation of Distribution System Including Wind/Solar DG During Different Modes of Operation , 2011, IEEE Transactions on Power Systems.

[23]  K. Lee,et al.  A new meta-heuristic algorithm for continuous engineering optimization: harmony search theory and practice , 2005 .

[24]  Antonio Piccolo,et al.  A Smart Strategy for Voltage Control Ancillary Service in Distribution Networks , 2015, IEEE Transactions on Power Systems.

[25]  Luis F. Ochoa,et al.  State-of-the-Art Techniques and Challenges Ahead for Distributed Generation Planning and Optimization , 2013, IEEE Transactions on Power Systems.

[26]  Saeid Esmaeili,et al.  Volt/var/THD control in distribution networks considering reactive power capability of solar energy conversion , 2014 .