Electric vehicles and hybrid vehicle

1. AI APPLICATION IN
ELECTRIC VEHICLE
INDUSTRY
Presented To: Dr. Sanjay Diddee
Presented By: Dream Developers
(Yashwardhan Sharma,Rishika Sharma and Shreyansh Sancheti)

2. What is AI?
• AI, or Artificial Intelligence, refers to the simulation of human intelligence processes by machines,
especially computer systems. These processes include learning (the acquisition of information and
rules for using the information), reasoning (using the rules to reach approximate or definite
conclusions), and self-correction.
• AI can be categorized as either weak or strong. Weak AI, also known as narrow AI, is an AI system
that is designed and trained for a particular task. Virtual personal assistants, such as Apple’s Siri,
are a form of weak AI.
• Strong AI, also known as artificial general intelligence, is an AI system with generalized human
cognitive abilities. When presented with an unfamiliar task, a strong AI system is able to find a
solution without human intervention.
Source: Google

3. ELECTRIC VEHICLE INDUSTRY
INTRODUCTION
• An electric vehicle (EV) is a vehicle that uses one or more electric motors for propulsion. It can be
powered by a collector system, with electricity from extravehicular sources, or it can be powered
autonomously by a battery. The battery can sometimes be charged by solar panels, or by converting
fuel to electricity using fuel cells or a generator.
• Electric vehicles include but are not limited to road and rail vehicles, and broadly can also include
electric boats and underwater vessels, electric aircraft, and electric spacecraft. Electric road
vehicles include electric passenger cars, electric buses, electric trucks, and personal transporters
such as electric buggies, electric tricycles, electric bicycles, and electric motorcycles/scooters.
• Together with other emerging automotive technologies such as autonomous driving, connected
vehicles, and shared mobility, EVs form a future vision of transportation called Connected,
Autonomous, Shared, and Electric (CASE) mobility.
• Electric vehicles are a key part of efforts to reduce carbon emissions and mitigate the effects of
climate change. They are becoming increasingly common, with many countries setting targets for
the phasing out of internal combustion engine vehicles.
Source:Researchgate

4. Key Performance Indicators (KPIs) are valuable metrics that enable manufacturers to gauge their progress and
make data-driven decisions. Here are some KPIs that play a pivotal role in evaluating the success and efficiency
of electric vehicle (EV) manufacturing:
• Vehicle Range
• Charging Infrastructure Availability
• Battery Technology Advancements
• Market Share Growth
• Customer Satisfaction Ratings
Source: open Ai
KEY PERFORMING INDICATORS

5. AI APPLICATION IN ELECTRIC
VEHICLE INDUSTRY
Artificial Intelligence (AI) plays a significant role in the Electric Vehicle (EV) industry, contributing
to various aspects of design, operation, and maintenance. Here are several ways in which AI is
important in the context of Electric Vehicles:
Battery Management and Optimization:
• State of Charge (SOC) and State of Health (SOH)
• Predictive Maintenance
Range Optimization:
• Predictive Range Estimation
• Route Planning
Energy Efficiency:
• Regenerative Braking
• Powertrain Optimization

6. Autonomous Driving:
• Advanced Driver Assistance Systems (ADAS)
• Self-Driving Technology
Charging Infrastructure:
• Smart Charging
• Dynamic Charging
User Experience:
• Voice and Gesture Control
• Personalization
Source:openAi

7. ANY FURTHER QUESTIONS ?

8. THANK YOU