New Year Offer End Date: 30th April 2024
2150169860
Program

🌱 AI-Powered Life Cycle Assessment Dashboards

International Workshop on Intelligent Tools for Sustainable Decision-Making

Skills you will gain:

About Program:

AI-Powered Life Cycle Assessment Dashboards is an interdisciplinary international workshop that combines environmental sustainability, data science, and machine learning to create intelligent dashboards for life cycle-based analysis.

Participants will learn the fundamentals of LCA methodology, explore environmental impact datasets (ecoinvent, OpenLCA), and build dashboards powered by AI/ML models to automate material flow assessments, carbon footprint predictions, waste mapping, and more. Using tools such as Python, Streamlit, Power BI, Tableau, and scikit-learn, the workshop provides a hands-on experience in creating responsive, scalable, and actionable LCA visualizations.

Aim: To equip participants with the technical and analytical skills needed to design and deploy AI-enhanced Life Cycle Assessment (LCA) dashboards, enabling data-driven sustainability insights across product systems, industrial processes, and environmental management.

Program Objectives:

  • Bridge sustainability science and intelligent analytics
  • Train participants to build digital decision-making tools for green innovation
  • Enable prediction and visualization of environmental impact across a product’s lifecycle
  • Promote data transparency and traceability in sustainability reporting
  • Inspire innovation in smart tools for circular economy planning

What you will learn?

📅 Day 1 – Fundamentals of Life Cycle Assessment (LCA)

  • Introduction to LCA: Purpose and Global Relevance
  • Phases of LCA: Goal & Scope, Inventory, Impact Assessment, Interpretation
  • Standards and frameworks: ISO 14040/44, GHG Protocol
  • Types of LCA: Attributional vs. Consequential
  • Environmental impact categories: GWP, eutrophication, toxicity, etc.
  • Data collection challenges and quality indicators
  • Overview of LCA software tools: OpenLCA, SimaPro, Brightway2

📅 Day 2 – AI Techniques in LCA Modeling

  • Role of AI/ML in improving LCA workflows
  • Predictive modeling for life cycle inventory (LCI) data gaps
  • Clustering and classification for material/process grouping
  • AI-assisted scenario analysis and sensitivity checks
  • Feature engineering from supply chain and sensor data
  • Case examples: AI-enabled rapid LCA for products (e.g., packaging, electronics)
  • Ethical and interpretability considerations for AI in environmental decision-making

📅 Day 3 – Dashboard Design and Visualization for LCA

  • Introduction to data dashboards: role in decision-making and reporting
  • Tools overview: Power BI, Tableau, Dash (Plotly), Streamlit
  • Connecting LCA datasets to visualization tools (CSV, APIs, JSON formats)
  • Designing interactive dashboards: filters, metrics, maps
  • Custom KPIs: carbon footprint, water usage, toxicity index
  • Automating LCA reports using AI and dashboard frameworks
  • Hands-on case: Building a real-time AI-powered LCA dashboard prototype

Mentor Profile

Other
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Fee Plan

INR 1999 /- OR USD 50

Get an e-Certificate of Participation!

2024Certfiacte

Intended For :

  • Sustainability professionals and environmental consultants
  • Engineers and product designers in manufacturing, energy, and construction
  • AI/ML practitioners interested in sustainability applications
  • Researchers in environmental science, LCA, and circular economy
  • Data analysts and ESG officers

Career Supporting Skills

Program Outcomes

  • Gain working knowledge of LCA frameworks and best practices
  • Automate LCA workflows using AI and ML
  • Design dashboards for environmental performance monitoring
  • Translate complex data into clear, actionable sustainability metrics
  • Receive international certification in AI-enabled LCA systems