AI-powered life-cycle assessment for green bioproduction.
Environmental Science & Sustainability
Module-by-module breakdown of AI-Powered Life Cycle Assessment for Sustainable Green Bioproducts, from foundations to a certified capstone project.
Outline
Define goal, scope, functional unit and system boundaries for bioproduct LCA • Collect Life Cycle Inventory data from suppliers and value‑chain sources • Create a bioproduct life‑cycle map and basic inventory template
Outline
Develop LCI datasets and calculate product carbon footprints • Identify hotspots across carbon, water, energy, waste, acidification and eutrophication • Build a simple machine‑learning model to predict environmental impacts and analyse feature importance
Outline
Run scenario analysis for bio‑based, fossil‑based and circular pathways • Create circularity and end‑of‑life comparison sheets • Prepare a Digital Product Passport template and draft an LCA interpretation report
e-Certificate and e-Marksheet issued on successful completion.