Imperial College London


Faculty of EngineeringDepartment of Civil and Environmental Engineering

Reader in Consumer Demand Modelling And Urban Systems



+44 (0)20 7594 6036a.sivakumar Website




604Skempton BuildingSouth Kensington Campus




Urban Systems Modelling

Travel Demand Modelling

show research
  • Air travel demand modelling (EPSRC funded ACCLAIM project, 2015-2019)
  • Electric Vehicle adoption, use and charging patterns
  • Residential location choice models
  • Modelling the impact of social influences on choice behaviour
  • Modelling the impact of travel information on travel choices
  • Modelling the impacts of dynamic pricing on car club demand

Smart City Initiatives

show research
  • Monitoring and evaluation of smart city interventions (EU Sharing Cities)
  • Proving the value of vehicle-to-grid technology in real world fleets (Innovate UK E-Flex)
  • Developing situational awareness models for the prediction of energy consumption in housing estates (Singapore Smart Sensing project)


Prof. Patricia L. Mokhtarian, Georgia Institute of Technology, Travel time use, multitasking, 2015