About the Book
The book focuses on using artificial intelligence (AI) techniques to optimize the loss of power in vehicles that occurs because of congestion in the Vehicular ad-hoc networks (VANETs) environment. Power consumption management requires integration with novel techniques and technologies for enhancement. In the congested VANETs environment, most vehicles lose their energy, or the power efficiency of the vehicles is degraded. To optimize the vehicles' power performance and to deliver reliable energy production, the most effective techniques, algorithms, and AI approaches are being employed. The vehicles' optimization of power can be easily improved effectively by applying machine learning techniques. The book presents a realistic introduction to the problems of power management faced by vehicles in a highly congested VANETs environment and solves these by optimizing the vehicles' power performance through use of the new AI techniques. It will also assist the vehicles in predicting and forecasting the power lost in the congested VANETs environment.
Technical topics discussed in the book include:
Introduction to vehicles in congested VANETs environments
Description of power and energy in vehicles
AI optimizing algorithms
Optimizing the power of vehicles using AI
Parameters used for optimizing vehicular power
Applications of VANETs
Real-time scenarios to apply in the future for vehicular power.
About the Author :
Tarandeep Kaur Bhatia is an Assistant Professor-Research in Chitkara University Research & Innovation Network (CURIN) Department, Chitkara University, Punjab, India. She is a Gold Medalist in her M.Tech, Computer Science & Engineering batch 2015-2017. She published many papers in reputed journals, presented papers in many National/International conferences, and wrote many book chapters. Tarandeep has filed 13 Patents. She is a review committee member for the IEEE Communications Standards Magazine, IEEE Access, IET Communications, Journal of Supercomputing, and many more reputed journals. She is also an editorial and review board member for LC International Journal of STEM (LC-JSTEM) and panel member of the Technical Program Committee (TPC) of the COMS2-2021 Conference. Her areas of interest are Vehicular Ad-hoc Networks (VANETs), Data Congestion, Networking, Software Engineering, Artificial Intelligence. She recently worked with various simulators and tools such as NS-2, MATLAB, Omnet++, SUMO, VEINS for her research work. Sanjeevikumar Padmanaban (Member'12-Senior Member'15, IEEE) received his degree in electrical engineering from the University of Bologna, Bologna, Italy, in 2012. He was an Associate Professor with VIT University from 2012 to 2013. In 2013, he joined the National Institute of Technology, India, as a faculty member. In 2014, he was invited as a visiting researcher to the Department of Electrical Engineering, Qatar University, Doha, Qatar, funded by the Qatar National Research Foundation (Government of Qatar). He continued his research activities in 2014 with the Dublin Institute of Technology, Ireland. Further, he served as an Associate Professor with the Department of Electrical and Electronics Engineering, University of Johannesburg, South Africa, from 2016 to 2018. He has been a faculty member with the Department of Energy Technology, Aalborg University, Esbjerg, Denmark from 2018 to 2020. Currently he is working with Aarhus University, Denmark. He has authored over 300 scientific papers.
S. Padmanaban was the recipient of the Best Paper cum Most Excellence Research Paper Award from IET-SEISCON'13, IET-CEAT'16, IEEE-EECSI'19, IEEE-CENCON'19 and five best paper awards from ETAEERE'16 sponsored Lecture Notes in Electrical Engineering, Springer book. He is a Fellow of the Institution of Engineers, India, the Institution of Electronics and Telecommunication Engineers, India, and the Institution of Engineering and Technology, U.K. He is an Editor/Associate Editor/Editorial Board for refereed journals, in particular the IEEE SYSTEMS JOURNAL, IEEE Transaction on Industry Applications, IEEE ACCESS, IET Power Electronics, IET Electronics Letters, and Wiley-International Transactions on Electrical Energy Systems, Subject Editorial Board Member--Energy Sources--Energies Journal, MDPI, and the Subject Editor for the IET Renewable Power Generation, IET Generation, Transmission and Distribution, and FACTS journal (Canada).
