Load Frequency Control in Isolated Micro-Grids with Electrical Vehicles Based on Multivariable Generalized Predictive Theory

In power systems, although the inertia energy in power sources can partly cover power unbalances caused by load disturbance or renewable energy fluctuation, it is still hard to maintain the frequency deviation within acceptable ranges. However, with the vehicle-to-grid (V2G) technique, electric vehicles (EVs) can act as mobile energy storage units, which could be a solution for load frequency control (LFC) in an isolated grid. In this paper, a LFC model of an isolated micro-grid with EVs, distributed generations and their constraints is developed. In addition, a controller based on multivariable generalized predictive control (MGPC) theory is proposed for LFC in the isolated micro-grid, where EVs and diesel generator (DG) are coordinated to achieve a satisfied performance on load frequency. A benchmark isolated micro-grid with EVs, DG, and wind farm is modeled in the Matlab/Simulink environment to demonstrate the effectiveness of the proposed method. Simulation results demonstrate that with MGPC, the energy stored in EVs can be managed intelligently according to LFC requirement. This improves the system frequency stability with complex operation situations including the random renewable energy resource and the continuous load disturbances.

[1]  Nick Jenkins,et al.  Intelligent Load Control For Frequency Regulation In Microgrids , 2010, Intell. Autom. Soft Comput..

[2]  Duong Tran,et al.  Energy Management for Lifetime Extension of Energy Storage System in Micro-Grid Applications , 2013, IEEE Transactions on Smart Grid.

[3]  Yu Kurita,et al.  Supplementary load frequency control with storage battery operation considering SOC under large-scale wind power penetration , 2013, 2013 IEEE Power & Energy Society General Meeting.

[4]  N. K. Bansal,et al.  Load frequency control of isolated wind diesel hybrid power systems , 1997 .

[5]  Birgitte Bak-Jensen,et al.  Integration of Vehicle-to-Grid in the Western Danish Power System , 2011, IEEE Transactions on Sustainable Energy.

[6]  Zechun Hu,et al.  Decentralized Vehicle-to-Grid Control for Primary Frequency Regulation Considering Charging Demands , 2013, IEEE Transactions on Power Systems.

[7]  E. Camacho,et al.  Generalized Predictive Control , 2007 .

[8]  Firas Ahmed Aldurze,et al.  Multi-area power systems H∞/μ robust load frequency control , 2012, 2012 6th IEEE International Conference Intelligent Systems.

[9]  Willett Kempton,et al.  Vehicle-to-grid power implementation: From stabilizing the grid to supporting large-scale renewable energy , 2005 .

[10]  Issarachai Ngamroo,et al.  Coordinated Control of Wind Turbine Blade Pitch Angle and PHEVs Using MPCs for Load Frequency Control of Microgrid , 2016, IEEE Systems Journal.

[11]  David Q. Mayne,et al.  Model predictive control: Recent developments and future promise , 2014, Autom..

[12]  Chul-Hwan Kim,et al.  A new control methodology of wind turbine generators for load frequency control of power system in isolated island , 2008, 2008 International Conference on Electrical Machines and Systems.

[13]  Praveen Kumar,et al.  Implementation of Vehicle to Grid Infrastructure Using Fuzzy Logic Controller , 2012, IEEE Transactions on Smart Grid.

[14]  David W. Clarke,et al.  Generalized predictive control - Part I. The basic algorithm , 1987, Autom..

[15]  A. Kahrobaeian,et al.  Interactive Distributed Generation Interface for Flexible Micro-Grid Operation in Smart Distribution Systems , 2012, IEEE Transactions on Sustainable Energy.

[16]  Manuel A. Matos,et al.  Electric vehicle models for evaluating the security of supply , 2014 .

[17]  Tomonobu Senjyu,et al.  Fuzzy Control of Distributed PV Inverters/Energy Storage Systems/Electric Vehicles for Frequency Regulation in a Large Power System , 2013, IEEE Transactions on Smart Grid.

[18]  E. Rakhshani,et al.  Multi-area load frequency control in a deregulated power system using optimal output feedback method , 2008, 2008 5th International Conference on the European Electricity Market.

[19]  Magdy M. A. Salama,et al.  Studying the feasibility of charging plug-in hybrid electric vehicles using photovoltaic electricity in residential distribution systems , 2014 .

[20]  Jun Yang,et al.  An improved PSO-based charging strategy of electric vehicles in electrical distribution grid , 2014 .

[21]  Farzan Rashidi,et al.  Design of a robust and adaptive load frequency controller for multi-area power networks with system parametric uncertainties using TDMLP neural network , 2004, 2004 IEEE International Conference on Systems, Man and Cybernetics (IEEE Cat. No.04CH37583).

[22]  Marko Bacic,et al.  Model predictive control , 2003 .

[23]  Luiz Antonio de Souza Ribeiro,et al.  Isolated Micro-Grids With Renewable Hybrid Generation: The Case of Lençóis Island , 2011, IEEE Transactions on Sustainable Energy.