Assessfy Capstone Lab Advanced 6 milestones 100 marks

Integrated OBD-II IoT Telematics System for Real-Time Driver Behaviour Scoring

Branch: Automobile Engineering Type: Industry-applied final-year Major Project Standard: Mumbai University Rev-2019 'C' Scheme (Major Project I + II) Group: up to 4 students Assessment: 6 review-based milestones (100 marks)

Real-world project · AICTE-aligned · AI-graded · Audit-ready certificate

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Enrolled students
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Core skills
About this project

Objective: To engineer and validate a robust IoT-based vehicle telematics platform using OBD-II data for real-time driver behaviour scoring and fleet management in Indian road conditions.

India faces rising road accidents and inefficient fleet operations due to lack of actionable vehicle and driver analytics, especially for commercial vehicles, taxis, and logistics fleets. Insurers and fleet operators struggle to monitor driving habits, leading to unsafe practices and increased operational costs.

This project proposes an engineering solution: a modular telematics device interfacing with the vehicle's OBD-II port, capturing real-time data (speed, RPM, throttle, braking events), and transmitting it to a cloud platform via cellular IoT. An embedded scoring algorithm quantifies driver behaviour, and a web dashboard presents analytics for fleet managers.

Key features and deliverables include: a deployable OBD-II hardware module with GPS and GSM, cloud-based data aggregation and scoring, real-time alerts, integration with Indian insurance/fleet standards, and a working model demonstrated on a test vehicle, with live scoring and dashboard visualization.

The system enables safer, data-driven fleet management and insurance, scalable across diverse vehicle types. It empowers Indian transport operators and policy makers to incentivize responsible driving, reducing accidents and improving operational efficiency.

Milestones
1. Synopsis & Problem Definition (Stage-I Review-1)
10 marks 25d
Submit project synopsis outlining industry challenge, scope, and expected outcomes; reviewed for relevance and clarity.
2. Literature / Market Survey & Requirement Analysis (Stage-I Review-2)
10 marks 25d
Conduct survey of existing telematics solutions, Indian fleet needs, and regulatory standards; present requirement analysis for review.
3. System Design, Methodology & Cost Analysis (Stage-I close)
20 marks 35d
Deliver detailed system architecture, scoring algorithm design, technology selection, and cost analysis; reviewed by faculty panel.
4. Implementation / Fabrication of Working Model (Stage-II Review-1)
25 marks 45d
Build and integrate OBD-II IoT hardware, cloud backend, and dashboard; demonstrate functional prototype for interim review.
5. Testing, Results & Validation (Stage-II Review-2)
20 marks 35d
Perform bench and road tests, validate scoring algorithm, collect results, and present findings for technical review.
6. Report, Paper & Demonstration / Oral Defense (Stage-II final Oral & Practical)
15 marks 30d
Submit final report and technical paper, demonstrate working system live, and defend outcomes before examiner panel.
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Skills you'll learn
CapstoneFinal-year projectMajor projectAutomobile EngineeringOBD-II protocol interfacing and automotive electronics integrationIoT hardware designsensor integrationand embedded programmingCloud computingdata aggregationand web dashboard developmentAlgorithm development for driver behaviour scoringTesting and validation on Indian road conditionsSystem designproject managementand teamworkTechnical report writing and presentation
Tools used
OBD-II Bluetooth/WiFi adapter (ELM327 or compatible)Microcontroller platform (ESP32 or Arduino)GSM/GPS module (SIM800L or Quectel)Cloud platform (AWS IoT or ThingsBoard)Python/JavaScript for backend and scoring algorithmsReact or Angular for web dashboardIS 14272/ISO 15031 OBD standardsIndian road accident datasets (MoRTH/IRAD)
Prerequisites
Automotive ElectronicsEmbedded Systems & MicrocontrollersData Communication & NetworkingVehicle DynamicsSoftware Engineering
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You'll earn — Certificate (PDF)

AICTE-aligned Project Completion Certificate

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