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Chapter 1: Introduction to AI Tools

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Abstract: AI tools are  software using artificial intelligence to perform tasks like data analysis, content creation, and decision-making , leveraging machine learning to find patterns in vast data to automate processes, enhance productivity, and solve complex problems across industries, from simple chatbots to advanced medical diagnostics, by mimicking human intelligence for specific goals.   This video provides a beginner's guide to various AI tools: How They Work Data-Driven Learning:  AI tools are fed massive datasets, allowing them to identify patterns and correlations, learning from examples rather than explicit programming. Algorithms:  They use techniques like Machine Learning (ML),  Natural Language Processing  (NLP), and  Computer Vision  to understand, interpret, and generate information. Task-Specific:  Most AI excels at specific tasks, like generating text (ChatGPT), creating images (Midjourney), or powering virtual a...

Appendix 4: Government Policies and Incentives for Electric Vehicles in India

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Indian government policies for EVs focus on  demand incentives (FAME II, PM E-DRIVE), tax breaks (low GST, income tax deduction), and boosting domestic manufacturing (PLI scheme, import duty cuts) . Key incentives include direct subsidies on purchase (per kWh), lower GST (5% for EVs/chargers), tax deduction on EV loan interest (Sec 80EEB), and support for charging infra, with recent schemes like PM E-DRIVE targeting two-wheelers and public transport.   Central Government Schemes & Policies: FAME (Faster Adoption and Manufacturing of Electric Vehicles):  India's main scheme offering demand incentives (subsidies) based on battery size (kWh) for 2/3/4-wheelers and e-buses, supporting adoption and infrastructure. PM E-DRIVE  (Electric Drive Revolution in Innovative Vehicle Enhancement):  A newer scheme (Oct 2024 - Mar 2026) with ₹10,900 crore for subsidies on e-2Ws, 3Ws, e-buses, ambulances, & trucks, plus charging infra, using e-vouchers. Produc...

Add on Contents for Electric Vehicles Book Front and Back

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Final Book Title Options (Choose One) Recommended (Primary) Greener Roads: The Electric Vehicle Revolution Alternative Smart Titles Electric Vehicles: Technology, Sustainability, and Future Mobility Electric Mobility Systems: Design, Applications, and Policy Electric Vehicles: Principles, Practices, and Prospects Next-Generation Transportation: Electric Vehicles and Smart Mobility Cover Page Content (Front Page) GREENER ROADS The Electric Vehicle Revolution A Comprehensive Study of Electric Vehicle Technology, Infrastructure, Safety, Policies, and Future Trends Author Dalgobind Mahto Narinder Singh Bachhal For Undergraduate and Postgraduate Students Engineering | Technology | Management | Sustainability Studies Publisher Name City, Country Year of Publication 9  Back Cover Content (Publisher-Ready) Electric vehicles are transforming the global transportation landscape by offering sustainable, efficient, and intelligent mobility solutions. Greener Roads: The ...

Appendix 3: References for Greener Roads: The Electric Vehicle Revolution

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For a comprehensive bibliography on Electric Vehicles (EVs), consult resources from  SAE International,  OSTI ,  Springer Nature ,  Wiley ,  CRC Press , and  TRID (Transport Research International Documentation) , focusing on key areas like  battery tech, charging infrastructure, drive systems, environmental impact, and economics , using academic databases and journals like the  World Electric Vehicle Journal  for foundational texts, technical papers, and market analyses.   Key Resources & Publishers Academic & Technical Societies:  SAE International, IEEE. Publishers:  Springer, Wiley, CRC Press, Taylor & Francis, Elsevier. Research Databases:   OSTI (Office of Scientific and Technical Information)  (for government research),  TRID (Transport Research International Documentation)  (for transport focus). Journals:   The World Electric Vehicle Journal ,  IEEE Transactions ,...

Appendix 2: Greener Roads: The Electric Vehicle Revolution

Greener Roads: The Electric Vehicle Revolution Appendices These appendices are designed to support academic learning, practical exposure, examination preparation, and industry relevance . They can be placed after Chapter 16 and before References . Appendix A: Common Electric Vehicle Components and Specifications A.1 Major EV Components Traction motor Battery pack Battery Management System (BMS) Inverter and converter On-board charger DC–DC converter Thermal management system Transmission (single-speed gearbox) A.2 Typical EV Specifications Parameter Typical Value Battery capacity 20–100 kWh Motor power 50–300 kW Driving range 150–500 km Charging time (AC) 6–10 hours Charging time (DC fast) 30–60 minutes Appendix B: Battery Technologies Used in Electric Vehicles B.1 Lithium-Ion Battery Types LFP (Lithium Iron Phosphate) NMC (Nickel Manganese Cobalt) NCA (Nickel Cobalt Aluminum) B.2 Battery Performance Parameters Energy density Power density Cycle life Depth of discharge Thermal stabilit...

Appendix 1: Glossary of Important Electric Vehicle Terms

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An EV glossary covers vehicle types (BEV, PHEV, HEV), power/charging terms (kW, kWh, AC/DC, CCS, Level 1/2/3), and key technologies like  Regenerative Braking ,  Battery Management Systems  (BMS), and  Range Anxiety , defining essential vocabulary for understanding electric vehicles, from all-electric cars (BEV) to hybrids (PHEV/HEV) and charging infrastructure.   Vehicle Types BEV (Battery Electric Vehicle) :  Runs purely on electricity from a large battery, requiring plug-in charging (e.g., Tesla Model 3). PHEV (Plug-in Hybrid Electric Vehicle) :  Combines an electric motor/battery with a gasoline engine, offering electric-only range and extended hybrid driving (e.g., Toyota Prius Prime). HEV (Hybrid Electric Vehicle) :  Uses a gasoline engine primarily, with a small battery and motor for improved efficiency, but cannot be plugged in (e.g., standard Prius). FCEV (Fuel Cell Electric Vehicle) :  Uses hydrogen fuel to generate elec...

Chapter 16: Case Studies, Numerical Problems, MCQs, and Review Questions

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Abstract: Here is a complete, examination-oriented, and application-focused Chapter 16 , designed to consolidate learning and make the Electric Vehicles book academically complete. **Chapter 16 Case Studies, Numerical Problems, MCQs, and Review Questions** 16.1 Introduction Understanding electric vehicle (EV) technology requires not only theoretical knowledge but also practical application and critical analysis. This chapter provides real-world case studies, numerical problems, multiple-choice questions (MCQs), short and long answer questions to help students, researchers, and professionals reinforce concepts learned throughout the book. 16.2 Case Studies Case Study 1: Adoption of Electric Buses in Urban Public Transport Background: A metropolitan city introduced electric buses to reduce air pollution and fuel costs. Key Observations: Zero tailpipe emissions Lower operating costs compared to diesel buses Reduced noise pollution Challenges: High initial investment Charging i...

Chapter 15: Electric Vehicle Economics, Policies, and Market Adoption

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Abstract: Electric Vehicle (EV) adoption is booming globally, driven by strong  economics  (lower running costs, tech advances), supportive  policies  (incentives like FAME-II, PLI in India, ZEV mandates in Europe), and increasing consumer interest , though challenges like high upfront costs and charging infrastructure remain; future growth relies on R&D, battery tech, smart policy shifts from subsidies to mandates, and charging network scaling to meet ambitious national targets.   Economics of EVs Lower Operating Costs:  EVs offer significant savings on fuel (electricity vs. petrol/diesel) and maintenance, making them attractive, especially in India's two/three-wheeler segments. Battery Costs:  Falling battery prices are crucial for reducing EV purchase costs, making them more competitive with Internal Combustion Engine Vehicles (ICEVs). Investment & Job Growth:  The sector attracts major investments, creating millions of dire...