Artificial Intelligence Based Load Scheduling for Plugged in Electric Vehicles in Smart Grid

Ubaid ur Rehman

Abstract


Plugged in Electric Vehicles (PHEV’s) are enormously eco friendly and highly appreciated transportation system in various developed countries. The PHEV’s integration into the conventional grid required significant modifications in order to control load shedding, reducing unit cost, even out peak demands in quest to make a grid reliable. Recent research studies are mainly focusing to counter these issues by employing multi objective optimization techniques. The objective of this method is to reduce demand; energy cost and enhances the presence of PHEV’s for charging and discharging by creating substantial scheduling vector. This research work has proposed split scheduling vector to charge and discharge an EV, to achieve the required results by minimizing peak to average demand ratio (PAR) and generate profit for the owners by decreasing the total energy cost.


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References


Ubaid ur Rehman ; Muhammad Riaz “Vehicle to grid system for load and frequency management in smart grid” 2017 International Conference on Open Source Systems & Technologies (ICOSST)

Ubaid ur Rehman ; Muhammad Riaz “Real time controlling algorithm for vehicle to grid system under price uncertainties” 2018 1st International Conference on Power, Energy and Smart Grid (ICPESG)

Harun Turker ; Seddik Bacha “Optimal Minimization of Plug-In Electric Vehicle Charging Cost With Vehicle-to-Home and Vehicle-to-Grid Concepts” IEEE Transactions on Vehicular Technology: 2018

Vítor Monteiro ; J. G. Pinto ; João Luiz Afonso “Operation Modes for the Electric Vehicle in Smart Grids and Smart Homes: Present and Proposed Modes” IEEE Transactions on Vehicular Technology 2016

H. S. V. S. Kumar Nunna ; Swathi Battula ; Suryanarayana Doolla ; Dipti Srinivasan “Energy Management in Smart Distribution Systems With Vehicle-to-Grid Integrated Microgrids” IEEE Transactions on Smart GridYear: 2018

David Dallinger ; Jochen Link ; Markus Büttner “Smart Grid Agent: Plug-in Electric Vehicle” IEEE Transactions on Sustainable Energy 2014

N. Z. Xu ; C. Y. Chung “Reliability Evaluation of Distribution Systems Including Vehicle-to-Home and Vehicle-to-Grid” IEEE Transactions on Power Systems 2016

Xiangyu Chen ; Ka-Cheong Leung ; Albert Y. S. Lam ; David. J. Hill “Online Scheduling for Hierarchical Vehicle-to-Grid System: Design, Formulation, and Algorithm” IEEE Transactions on Vehicular Technology 2019.

Vítor Monteiro ; Bruno Exposto ; João C. Ferreira ; João Luiz Afonso “Improved Vehicle-to-Home (iV2H) Operation Mode: Experimental Analysis of the Electric Vehicle as Off-Line UPS” IEEE Transactions on Smart Grid 2017

Bikash Sah ; Praveen Kumar ; Ramesh Rayudu ; Sanjay Kumar Bose ; Krishna Pavan Inala “Impact of Sampling in the Operation of Vehicle to Grid and Its Mitigation” IEEE Transactions on Industrial Informatics 2019

Feng Ye ; Yi Qian ; Rose Qingyang Hu ; Sajal K. Das “Reliable Energy-Efficient Uplink Transmission for Neighborhood Area Networks in Smart Grid” IEEE Transactions on Smart Grid 2015

Albert Y.S. Lam ; James J.Q. Yu ; Yunhe Hou ; Victor O.K. Li “Coordinated Autonomous Vehicle Parking for Vehicle-to-Grid Services: Formulation and Distributed Algorithm” IEEE Transactions on Smart Grid 2018

Rajib Das ; Kannan Thirugnanam ; Praveen Kumar ; Rajender Lavudiya ; Mukesh Singh “Mathematical Modeling for Economic Evaluation of Electric Vehicle to Smart Grid Interaction” IEEE Transactions on Smart Grid 2014

Zhang Zhaoyun ; Zhao Wenjun ; Yang Mei ; Kang Li ; Zhang Zhi ; Zhao Yang ; Liu Guozhong ; Yao Na “Application of micro-grid control system in smart park” The Journal of Engineering 2019

Mukesh Singh ; Praveen Kumar ; Indrani Kar “Implementation of Vehicle to Grid Infrastructure Using Fuzzy Logic Controller” IEEE Transactions on Smart Grid 2012




DOI: http://dx.doi.org/10.22555/pjets.v8i2.3012

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Chief Editor

Prof. Dr. Tariq Rahim Soomro 
Dean
College of Computer Science & Information Systems

Editorial Advisory Board (Internal)

Dr. Syed Irfan Hyder
Dr. S.M. Aqil Burney
Dr. Ejaz Ahmed
Dr. Mohammad Irshad Khan
Dr. Shahid Amjad
Dr. Fatima Riaz
Dr. Insia Hussain
Dr. Ehsan Rehman
Dr. Imran Majid
Dr. Khurram Iqbal
Dr. Zeeshan Shahid
Dr. Seema Ansari
Dr. Muhammad Mansoor Alam

 

Editorial Advisory Board (International)

Prof. Dr. Mazliham Mohd Su'ud, President, Multimedia University, Malaysia

Dr. Eiad Yafi, Deputy Dean, Institute of Post Graduate Studies, Universiti Kuala Lumpur, Malaysia

Prof. Dr. Ghassan Al-Qaimari, President, Emirates College of Technology, Abu Dhabi, UAE
Prof. Dr. Patrice Boursier, Universite de La Rochelle, La Rochelle, France
Prof. Dr. Mudassir Uddin, Professor, University of Karachi, Pakistan
Dr. Nadeem Doudpota, Associate Professor, Al-Baha University, KSA
Dr. Haithem Abdelrazaq Almefleh, Associate Professor, Yarmouk University, Yarmouk, Jordan
Dr. Saiful Islam Ansari, Assistant Professor, University of Tabuk, Saudi Arabia