Engineers Clinic
AdvancedEngineering trackDE-CP-04

EV Battery State-of-Health Estimation

Estimate remaining battery life from cycle data with quantified uncertainty, then translate it into warranty and residual-value implications.

10 Guided Steps480h Internship TierSubmit: GitHub repo or evidence pack + live demo / report + README + milestone logbookVerified CertificateAI Rubric Graded
Program Overview

Estimate remaining battery life from cycle data with quantified uncertainty, then translate it into warranty and residual-value implications.

What you submit

GitHub repo or evidence pack + live demo / report + README + milestone logbook

How it is graded
  • Problem & requirements15

    Loads, constraints, standards and success criteria are written down before the design starts.

  • Calculations & analysis30

    Hand calculations or simulation set out step by step with units, assumptions and a check against a second method or code limit.

  • Design output20

    Drawings, models, schematics or code that match the calculations and could be handed to the next person.

  • Validation & files15

    Test data, simulation files, calculation sheets or photos attached, with what each one shows.

  • Report & judgement20

    A clear report that states the result, its limits, cost or risk, and what you would change next.

Pass 60% · Merit 75% · Distinction 90%

Learning Outcomes
480-hour Germany programme. Germany's automotive sector faces a reported 200,000 skilled-worker shortage
battery systems are central to the EV transition.
Target Audience

Engineering Students

Diploma, B.Tech, B.E., BCA, MCA, or M.Tech students seeking practical experience.

Aspiring Developers

Developers who want to build proof-of-work capstone projects for tech resumes.

Job Seekers

Graduates looking for AI-evaluated code review & verified industry credentials.