Impact of Sampling in the Operation of Vehicle to Grid and Its Mitigation

Governments across the world have plans for a deep penetration of electric vehicles in the near future, for the transportation sector. This will require robust communications between the entities of the charging infrastructure, viz., the grid, aggregators, controllers, charging stations (CSs) and the electric vehicles (EVs). For analyzing the vehicle-to-grid and grid-to-vehicle infrastructure, it is important to model the electrical as well as the communication network together. This will help in determining the influences of the communication network in the operation of the controller and grid. In this paper, a distribution system with five CSs and sampled data transmission between the entities are modeled and simulated in MATLAB Simulink for understanding the potential impact of the networked communication system on the grid operation. A fuzzy-logic controller (FLC) is used in the model. The performance of the FLC in terms of root mean square values is found to improve when the inputs (node voltage and total energy available in CSs) are synchronized at faster sampling rates. Furthermore, it is shown that the performance of the FLC can be improved by bringing about changes in it (increasing the number of membership functions) and not merely synchronizing at a faster sampling rate.

[1]  Praveen Kumar,et al.  A Multi Charging Station for Electric Vehicles and Its Utilization for Load Management and the Grid Support , 2013, IEEE Transactions on Smart Grid.

[2]  Hamed Mohsenian Rad,et al.  Vehicle-to-Aggregator Interaction Game , 2012, IEEE Transactions on Smart Grid.

[3]  Santoshkumar,et al.  Performance investigation of mobile WiMAX protocol for aggregator and electrical vehicle communication in Vehicle-to-Grid(V2G) , 2014, 2014 IEEE 27th Canadian Conference on Electrical and Computer Engineering (CCECE).

[4]  Abdellatif Miraoui,et al.  Design and Development of a Smart Control Strategy for Plug-In Hybrid Vehicles Including Vehicle-to-Home Functionality , 2015, IEEE Transactions on Transportation Electrification.

[5]  Delfim Pedrosa,et al.  Bidirectional battery charger with Grid-to-Vehicle, Vehicle-to-Grid and Vehicle-to-Home technologies , 2013, IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society.

[6]  Jinkuan Wang,et al.  Coordination Dispatch of Electric Vehicles Charging/Discharging and Renewable Energy Resources Power in Microgrid , 2017 .

[7]  R. Lowen Fuzzy Set Theory , 1996 .

[8]  Saifur Rahman,et al.  Grid Integration of Electric Vehicles and Demand Response With Customer Choice , 2012, IEEE Transactions on Smart Grid.

[9]  Olivier Tremblay,et al.  Experimental validation of a battery dynamic model for EV applications , 2009 .

[10]  Taher Niknam,et al.  Reliability-Oriented Reconfiguration of Vehicle-to-Grid Networks , 2015, IEEE Transactions on Industrial Informatics.

[11]  Yong Lei,et al.  Coordinated Control Strategies for SMES-Battery Hybrid Energy Storage Systems , 2017, IEEE Access.

[12]  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.

[13]  Somanath Majhi,et al.  Optimal number of e-buses in the solar-assisted smart public transit system and its failure analysis , 2017 .

[14]  Maode Ma,et al.  UBAPV2G: A Unique Batch Authentication Protocol for Vehicle-to-Grid Communications , 2011, IEEE Transactions on Smart Grid.

[15]  Bulent Sarlioglu,et al.  Reviews on grid-connected inverter, utility-scaled battery energy storage system, and vehicle-to-grid application - challenges and opportunities , 2017, 2017 IEEE Transportation Electrification Conference and Expo (ITEC).

[16]  Gonzalo Seco-Granados,et al.  Fair Design of Plug-in Electric Vehicles Aggregator for V2G Regulation , 2012, IEEE Transactions on Vehicular Technology.

[17]  Willett Kempton,et al.  ELECTRIC VEHICLES AS A NEW POWER SOURCE FOR ELECTRIC UTILITIES , 1997 .

[18]  Alireza Khaligh,et al.  A Bidirectional High-Power-Quality Grid Interface With a Novel Bidirectional Noninverted Buck–Boost Converter for PHEVs , 2012, IEEE Transactions on Vehicular Technology.

[19]  Praveen Kumar,et al.  Smart Public Transit System Using an Energy Storage System and Its Coordination With a Distribution Grid , 2014, IEEE Transactions on Intelligent Transportation Systems.

[20]  Fabrizio Noembrini,et al.  Integrating Power Systems, Transport Systems and Vehicle Technology for Electric Mobility Impact Assessment and Efficient Control , 2012, IEEE Transactions on Smart Grid.

[21]  Ottorino Veneri,et al.  Review on plug-in electric vehicle charging architectures integrated with distributed energy sources for sustainable mobility , 2017 .

[22]  Chau Yuen,et al.  Balancing Power Demand Through EV Mobility in Vehicle-to-Grid Mobile Energy Networks , 2016, IEEE Transactions on Industrial Informatics.

[23]  Fushuan Wen,et al.  OPNET-based performance analysis of the communication network in a charging station of electric vehicles , 2014, 2014 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC).

[24]  Salman Habib,et al.  Impact analysis of vehicle-to-grid technology and charging strategies of electric vehicles on distribution networks – A review , 2015 .

[25]  Young-Chon Kim,et al.  Performance Analysis of Communication Networks for EV Charging Stations in Residential Grid , 2017, DIVANet@MSWiM.

[26]  A. Yokoyama,et al.  Impacts of Communication Delay on the Performance of a Control Scheme to Minimize Power Fluctuations Introduced by Renewable Generation under Varying V2G Vehicle Pool Size , 2010, 2010 First IEEE International Conference on Smart Grid Communications.

[27]  Felix F. Wu,et al.  Communication Requirements for Risk-Limiting Dispatch in Smart Grid , 2010, 2010 IEEE International Conference on Communications Workshops.

[28]  Guowei Cai,et al.  Reliability Oriented Modeling and Analysis of Vehicular Power Line Communication for Vehicle to Grid (V2G) Information Exchange System , 2017, IEEE Access.

[29]  M. Mohammadian,et al.  A fuzzy-based supervisory robust control for parallel hybrid electric vehicles , 2005, 2005 IEEE Vehicle Power and Propulsion Conference.

[30]  Mohammad Shahidehpour,et al.  Grid Secondary Frequency Control by Optimized Fuzzy Control of Electric Vehicles , 2018, IEEE Transactions on Smart Grid.

[31]  Satyajayant Misra,et al.  Revocable anonymity based authentication for vehicle to grid (V2G) communications , 2016, 2016 IEEE International Conference on Smart Grid Communications (SmartGridComm).

[32]  Zhiwei Xu,et al.  Evaluation of Achievable Vehicle-to-Grid Capacity Using Aggregate PEV Model , 2017, IEEE Transactions on Power Systems.

[33]  Alexey V. Vinel,et al.  A Novel Resource Reservation Scheme for Mobile PHEVs in V2G Environment Using Game Theoretical Approach , 2015, IEEE Transactions on Vehicular Technology.

[34]  Xiaoming He,et al.  A Software-Defined Green Framework for Hybrid EV-Charging Networks , 2017, IEEE Communications Magazine.

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

[36]  George Kiokes,et al.  Development of an integrated wireless communication system for connecting electric vehicles to the power grid , 2015, 2015 International Symposium on Smart Electric Distribution Systems and Technologies (EDST).

[37]  Victor O. K. Li,et al.  Optimal Scheduling With Vehicle-to-Grid Regulation Service , 2014, IEEE Internet of Things Journal.

[38]  Taha Selim Ustun,et al.  Electric Vehicle Potential in Australia: Its Impact on Smartgrids , 2013, IEEE Industrial Electronics Magazine.

[39]  Frank C. Walsh,et al.  Energy and Battery Management of a Plug-In Series Hybrid Electric Vehicle Using Fuzzy Logic , 2011, IEEE Transactions on Vehicular Technology.

[40]  Mukesh Singh,et al.  Optimal power scheduling of renewable energy systems in microgrids using distributed energy storage system , 2016 .

[41]  Mohsen Guizani,et al.  Securing vehicle-to-grid communications in the smart grid , 2013, IEEE Wireless Communications.

[42]  Praveen Kumar,et al.  Real-Time Coordination of Electric Vehicles to Support the Grid at the Distribution Substation Level , 2015, IEEE Systems Journal.

[43]  Naofal Al-Dhahir,et al.  Enhancing the reliability of two-way vehicle-to-grid communications , 2017, 2017 IEEE Intelligent Vehicles Symposium (IV).

[44]  T. Ross Fuzzy Logic with Engineering Applications , 1994 .

[45]  Babu Narayanan,et al.  POWER SYSTEM STABILITY AND CONTROL , 2015 .

[46]  Neeraj Kumar,et al.  A colored Petri net based frequency support scheme using fleet of electric vehicles in smart grid environment , 2017 .

[47]  P. T. Krein,et al.  Review of the Impact of Vehicle-to-Grid Technologies on Distribution Systems and Utility Interfaces , 2013, IEEE Transactions on Power Electronics.

[48]  Luis M. Fernández-Ramírez,et al.  Decentralized Fuzzy Logic Control of Microgrid for Electric Vehicle Charging Station , 2018, IEEE Journal of Emerging and Selected Topics in Power Electronics.

[49]  J. Driesen,et al.  The Impact of Charging Plug-In Hybrid Electric Vehicles on a Residential Distribution Grid , 2010, IEEE Transactions on Power Systems.