Assessing urban freight tours: a machine learning and life cycle sustainability assessment

A recent study aims to assess urban freight tours by integrating machine learning with the Life Cycle Sustainability Assessment (LCSA). The research captures supply chain operations using the Gradient Boosting Regression (GBR) model, real-time data from surveys, and Global Positioning System (GPS) tracking. These predictions were analysed using LCSA to assess the sustainability impacts of …