Risk Evaluation of Distribution Networks Considering Residential Load Forecasting with Stochastic Modeling of Electric Vehicles

[1]  Frede Blaabjerg,et al.  State of Charge Estimation for Lithium-Ion Battery Using Recurrent NARX Neural Network Model Based Lighting Search Algorithm , 2018, IEEE Access.

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

[3]  Mitchell Easley,et al.  Deep neural networks for short-term load forecasting in ERCOT system , 2018, 2018 IEEE Texas Power and Energy Conference (TPEC).

[4]  Alejandro Navarro-Espinosa,et al.  Probabilistic Impact Assessment of Low Carbon Technologies in LV Distribution Systems , 2016, IEEE Transactions on Power Systems.

[5]  Xue Wang,et al.  Exploiting PHEV to Augment Power System Reliability , 2017, IEEE Transactions on Smart Grid.

[6]  João Luiz Afonso,et al.  Operation Modes for the Electric Vehicle in Smart Grids and Smart Homes: Present and Proposed Modes , 2016, IEEE Transactions on Vehicular Technology.

[7]  Jovica V. Milanović,et al.  Forecasting Demand Flexibility of Aggregated Residential Load Using Smart Meter Data , 2018, IEEE Transactions on Power Systems.

[8]  Shihab S Asfour,et al.  Short-Term Forecasting of Electric Loads Using Nonlinear Autoregressive Artificial Neural Networks with Exogenous Vector Inputs , 2017 .

[9]  Eloy Irigoyen,et al.  Numerical bounds to assure initial local stability of NARX multilayer perceptrons and radial basis functions , 2008, Neurocomputing.

[10]  Luis F. Ochoa,et al.  Control of EV Charging Points for Thermal and Voltage Management of LV Networks , 2016, IEEE Transactions on Power Systems.

[11]  Xiao-Ping Zhang,et al.  Modeling of Plug-in Hybrid Electric Vehicle Charging Demand in Probabilistic Power Flow Calculations , 2012, IEEE Transactions on Smart Grid.

[12]  Filipe Joel Soares,et al.  Integration of Electric Vehicles in the Electric Power System , 2011, Proceedings of the IEEE.

[13]  Azah Mohamed,et al.  A review of the stage-of-the-art charging technologies, placement methodologies, and impacts of electric vehicles , 2016 .

[14]  David J. Hill,et al.  Short-Term Residential Load Forecasting Based on Resident Behaviour Learning , 2018, IEEE Transactions on Power Systems.

[15]  Rafat Rob,et al.  Short-term electrical load demand forecasting using artificial neural networks for off-grid distributed generation applications , 2017, 2017 Saudi Arabia Smart Grid (SASG).

[16]  Jorge J. Gómez-Sanz,et al.  A Study of the Relationship between Weather Variables and Electric Power Demand inside a Smart Grid/Smart World Framework , 2012, Sensors.

[17]  Zhe Liu,et al.  Aggregation and Bidirectional Charging Power Control of Plug-in Hybrid Electric Vehicles: Generation System Adequacy Analysis , 2015, IEEE Transactions on Sustainable Energy.

[18]  Muhammad Faizan Tahir,et al.  Optimal scheduling of electrical power in energy-deficient scenarios using artificial neural network and Bootstrap aggregating , 2016 .

[19]  Houjun Tang,et al.  Assessment of electric vehicles concerning impacts, charging infrastructure with unidirectional and bidirectional chargers, and power flow comparisons , 2018 .

[20]  Shi You,et al.  Coordinated Charging of Electric Vehicles for Congestion Prevention in the Distribution Grid , 2014, IEEE Transactions on Smart Grid.

[21]  Zhile Yang,et al.  Computational scheduling methods for integrating plug-in electric vehicles with power systems: A review , 2015 .

[22]  Ola Carlson,et al.  Assessment of Electric Vehicle Charging Scenarios Based on Demographical Data , 2012, IEEE Transactions on Smart Grid.

[23]  Fan Zhang,et al.  A Parallel Restoration for Black Start of Microgrids Considering Characteristics of Distributed Generations , 2017 .

[24]  Sumit Paudyal,et al.  Harmonic Distortion Minimization in Power Grids with Wind and Electric Vehicles , 2017 .

[25]  Bruno Pires Campos,et al.  Demand forecasting in residential distribution feeders in the context of smart grids , 2016, 2016 12th IEEE International Conference on Industry Applications (INDUSCON).

[26]  Nadeem Javaid,et al.  An Accurate and Fast Converging Short-Term Load Forecasting Model for Industrial Applications in a Smart Grid , 2017, IEEE Transactions on Industrial Informatics.

[27]  Tansu Alpcan,et al.  Optimal Charging of Electric Vehicles Taking Distribution Network Constraints Into Account , 2015, IEEE Transactions on Power Systems.

[28]  Mohammad A. S. Masoum,et al.  Real-Time Coordination of Plug-In Electric Vehicle Charging in Smart Grids to Minimize Power Losses and Improve Voltage Profile , 2011, IEEE Transactions on Smart Grid.

[29]  Magdy M. A. Salama,et al.  Economical staging plan for implementing electric vehicle charging stations , 2017 .

[30]  Nadia Adnan,et al.  Stochastic charging of electric vehicles in smart power distribution grids , 2018, Sustainable Cities and Society.

[31]  Abbas Khosravi,et al.  A review on artificial intelligence based load demand forecasting techniques for smart grid and buildings , 2015 .

[32]  Di Wu,et al.  Electric Energy and Power Consumption by Light-Duty Plug-In Electric Vehicles , 2011, IEEE Transactions on Power Systems.

[33]  A. P. Grilo,et al.  Improving network voltage unbalance levels by controlling DFIG wind turbine using a dynamic voltage restorer , 2018 .

[34]  Joao P. S. Catalao,et al.  Smart electric vehicle charging scheduler for overloading prevention of an industry client power distribution transformer , 2016 .

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

[36]  Seddik Bacha,et al.  Optimal Minimization of Plug-In Electric Vehicle Charging Cost With Vehicle-to-Home and Vehicle-to-Grid Concepts , 2018, IEEE Transactions on Vehicular Technology.

[37]  Kai Zhang,et al.  A Reliability Assessment Approach for Integrated Transportation and Electrical Power Systems Incorporating Electric Vehicles , 2018, IEEE Transactions on Smart Grid.

[38]  A. Keane,et al.  Optimal Charging of Electric Vehicles in Low-Voltage Distribution Systems , 2012, IEEE Transactions on Power Systems.

[39]  J. García-Villalobos,et al.  Multi-objective optimization control of plug-in electric vehicles in low voltage distribution networks , 2016 .

[40]  Kankar Bhattacharya,et al.  A Novel Framework for Evaluating Maximum PEV Penetration Into Distribution Systems , 2018, IEEE Transactions on Smart Grid.

[41]  Houjun Tang,et al.  A Comprehensive Study of Implemented International Standards, Technical Challenges, Impacts and Prospects for Electric Vehicles , 2018, IEEE Access.

[42]  João P. S. Catalão,et al.  Assessment of Demand-Response-Driven Load Pattern Elasticity Using a Combined Approach for Smart Households , 2016, IEEE Transactions on Industrial Informatics.

[43]  M. Pipattanasomporn,et al.  Demand management to mitigate impacts of plug-in electric vehicle fast charge in buildings with renewables , 2017 .

[44]  Vigna Kumaran Ramachandaramurthy,et al.  Integration of electric vehicles in smart grid: A review on vehicle to grid technologies and optimization techniques , 2016 .

[45]  Rafael Cossent,et al.  Integration of PV and EVs in unbalanced residential LV networks and implications for the smart grid and advanced metering infrastructure deployment , 2017 .

[46]  P.A.N. Garcia,et al.  Three-Phase Power Flow Based on Four-Conductor Current Injection Method for Unbalanced Distribution Networks , 2008, IEEE Transactions on Power Systems.

[47]  Theofanis Sapatinas,et al.  Short-Term Load Forecasting: The Similar Shape Functional Time-Series Predictor , 2012, IEEE Transactions on Power Systems.

[48]  M. Muratori.  Impact of uncoordinated plug-in electric vehicle charging on residential power demand , 2018 .

[49]  Jia Wang,et al.  Adaptive Electric Vehicle Charging Coordination on Distribution Network , 2014, IEEE Transactions on Smart Grid.