CUSTOMER USAGE PATTERNS

ABOUT PROGRAM

This program will provide you with a firm foundation in EV battery basics and function, technical specifications, battery-management-system and most importantly, how to model battery as well as BMS in Excel & Scilab.

SKILLS YOU WILL GAIN

  • Various Raw Data collection methods
  • Understanding the Data collected and setting up optimal requirements
  • Various Data visualization and their usage for performance optimization

OUR UNIQUENESS

Industry Valued Certification

Joint certification with ASDC on completion

Global EV Experts

Joint certification with ASDC on completion

Hands-on Modeling

Practice sessions for real-time understanding

Live Online Delivery + REVISE FROM RECORDINGS

Join and learn from anywhere with 2 months of content access

Easy time outside work

Each Session will be in evenings on alternate weekdays

PROGRAM SCHEDULE

Module Topic Session Session Topic
Importance of Understanding Usage Patterns Session 1 Importance of Understanding Usage Patterns
Prevalent Techniques of Engaging Customer
Data Collection Techniques Session 2 Basics of Statistical Engineering
Session 3 Defining Minimum and Optimum Data Requirements
Handling Expectations Around Confidence Interval & Accuracy of Predictions
Session 4 Raw Data Collection – External Sensors, OBD, GPS, Manual Logs, etc.
Logging Media – USB, Bluetooth, WiFi, GPRS, Cloud, etc.
Data Processing & Analysis Session 5 Root Cause Analysis& Failure Mode Effect Analysis
Failure Mode Based Data Collection & Analysis – Percentile Driver
Session 6 Raw Data Filtering & Post-Processing
Sense Checks and Methods of Vetting Data
Session 7 Data-based Modeling Techniques
Extraction and Setting Up Use Cases from Data Analytics
Data Visualization Techniques Session 8 Various Data Visualizations and What to Use Where
Exam Online Multiple-Choice Quiz
Project Review Team-wise Project Presentations

PROGRAM DAYS & TIMING

OUR FACULTIES

These main experts shall be joined by guest industry experts from the EV automotive sector

Certification Partner

Promoted by the Automobile industry through Society of Indian Automobile Manufacturers (SIAM), Automotive Component Manufacturers Association (ACMA) and Federation of Automobile Dealers Association (FADA) and Government of India represented by Department of Heavy Industry and National Skill Development Corporation (NSDC).

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