New Year Offer End Date: 30th April 2024
Program

AI-Powered Life Cycle Assessment for Carbon Footprint and ESG

Master LCA, AI, and Carbon Intelligence for Data-Driven Sustainability Decisions

Skills you will gain:

About Program:

This advanced 3-day workshop integrates Life Cycle Assessment (LCA), AI/ML modeling, and carbon intelligence dashboards to equip participants with the skills to analyze, predict, and optimize environmental impact across industries. Hands-on exercises ensure practical expertise in real-world sustainability workflows.

Aim: Enable participants to leverage AI-powered digital tools to perform comprehensive LCA, identify carbon hotspots, and create actionable sustainability dashboards for research and industry applications.

Program Objectives:

  • Understand LCA methodology, lifecycle boundaries, and environmental indicators.
  • Apply AI/ML models for carbon footprint prediction and hotspot analysis.
  • Build dashboards and decision-support systems for ESG and sustainability reporting.
  • Integrate real-time data and scenario analysis into lifecycle decision-making.

What you will learn?

📅 Day 1: Foundations of LCA and Environmental Data

  • Importance of LCA in sustainability, ESG, and product design
  • LCA phases: Goal & Scope, Inventory, Impact Assessment, Interpretation
  • Life-cycle boundaries & environmental indicators (carbon, energy, water, emissions, waste)
  • Scope 1/2/3 emissions and digital LCA workflows

🛠️ Hands-on:

  • OpenLCA model exploration
  • Carbon footprint calculation
  • Data visualization

🧰 Tools Covered: OpenLCA, Brightway2, Python (Pandas, Plotly), Google Colab

📅 Day 2: AI & ML for Carbon Prediction and Hotspot Analysis

  • Machine learning models: Regression & Clustering for environmental impact
  • Hotspot detection and scenario-based LCA comparison
  • Sensitivity, uncertainty, and optimization using AI
  • Real-time data integration for dynamic sustainability decisions

🛠️ Hands-on:

  • Regression & clustering models
  • Hotspot analysis
  • Genetic Algorithm optimization

🧰 Tools Covered: Python (Scikit-learn, DEAP), Brightway2, ThingSpeak, Google Colab

📅 Day 3: Sustainability Dashboards and AI-Enabled Decision Support

  • Carbon intelligence dashboards: stage-wise emissions, hotspots, reduction potential
  • ESG reporting, digital product passports, and circular economy strategies
  • AI-powered LCA decision-support systems & climate scenario modeling
  • Deployment considerations: data standardization, reproducibility, transparency

🛠️ Hands-on:

  • Dashboard creation (Excel/Power BI/Streamlit)
  • Mini project: AI-assisted carbon hotspot detection

🧰 Tools Covered: Streamlit, Excel, Power BI, Python, OpenLCA, Brightway2

Mentor Profile

Fee Plan

INR 1999 /- OR USD 50

Get an e-Certificate of Participation!

Intended For :

  • Sustainability professionals and ESG analysts
  • Environmental engineers and researchers
  • Data scientists focusing on sustainability or energy analytics
  • Product designers, policy makers, and academic scholars interested in AI-driven lifecycle assessment

Career Supporting Skills

Program Outcomes

By the end of the workshop, participants will be able to:

  • Conduct end-to-end LCA and environmental impact assessments.
  • Predict carbon emissions and identify high-impact lifecycle stages using AI.
  • Develop interactive dashboards for sustainability monitoring and reporting.
  • Implement AI-assisted decision-making for circular economy and ESG initiatives.

FREEDOM TO LEARN 10% OFF All Courses & Workshops Use Code: NANOINDIA10 ⏳ Offer Ends In: Loading... Learn Today. Lead Tomorrow. Explore Programs →
FREEDOM TO LEARN 10% OFF All Courses & Workshops Use Code: NANOINDIA10 ⏳ Offer Ends In: Loading... Learn Today. Lead Tomorrow. Explore Programs →