Fault Type Classification in the Electric Distribution System Integrated Electric Vehicle Charging Demand
Objective
The research on Fault Type Classification in Electric Distribution Systems aims to develop algorithms for identifying faults influenced by electric vehicle charging demand. By using machine learning for accurate fault diagnosis, the study seeks to improve system reliability and optimize grid management and maintenance strategies.
Abstract
This project presents an IoT-based Automatic Braking Control and Monitoring System for Electric Vehicles (EVs) designed to enhance safety through real-time environmental sensing and system response. The system integrates a Dallas temperature sensor, gas sensor, potentiometer, and voltage and current sensors to monitor critical parameters such as temperature, gas levels, and battery performance. If the temperature or gas concentration exceeds predefined thresholds, the system automatically halts the DC motor, activates a buzzer, and sends an alert via a GSM module. Additionally, the voltage and current sensors continuously measure the battery’s voltage and current, with the system triggering alerts if voltage drops below a critical level, turning off LEDs and activating both the buzzer and GSM alert. A potentiometer is included for manual voltage adjustment during testing. All sensor data is uploaded to the ThingSpeak IoT platform using a NodeMCU module for real-time remote monitoring, data logging, and further system optimization. This integration of sensors and IoT technology ensures enhanced safety, proactive alerts, and reliable control of the EV’s braking and power systems.
NOTE: Without the concern of our team, please don't submit to the college. This Abstract varies based on student requirements.
Block Diagram
Specifications
Hardware requirements:
- Arduino
- LCD
- Buzzer
- Dallas temperature
- Gas Sensor
- Potentiometer
- Relay
- DC motor
- Current Sensor
- Voltage Sensor
- Power supply
Software requirements:
- Arduino IDE
- Embedded C
Learning Outcomes
- Arduino Pin diagram and Architecture
- How to install Arduino IDE Software
- Setting up and Installation procedures for Arduino IDE
- Introduction to Arduino IDE
- Commands in Embedded C
- How to install Libraries?
- Basic coding in Embedded C
- Working of Gas Sensor
- Working of Dallas temperature
- How to interface Relay with Arduino
- How to interface Buzzer with Arduino?
- Working of LCD
- How to interface LCD with Arduino?
- About Project Development Life Cycle:
- Planning and Requirement Gathering (software’s, Tools, Hardware components, etc.,)
- Schematic preparation
- Code development and debugging
- Hardware development and debugging
- Development of the Project and Output testing
- Practical exposure to:
- Hardware and software tools.
- Solution providing for real time problems.
- Working with team/ individual.
- Work on Creative ideas.
- Project development Skills
- Problem analyzing skills
- Problem solving skills
- Creativity and imaginary skills
- Programming skills
- Deployment
- Testing skills
- Debugging skills
- Project presentation skills
- Thesis writing skills
Paper Publishing
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Disclaimer - Takeoff Edu Group Projects are not associated or affiliated with IEEE in any way. The IEEE Projects mentioned here are mentioned in the context of student projects, whose ideas are derived from IEEE publications, not projects of or by IEEE.
