Imperial College London

DrArunaSivakumar

Faculty of EngineeringDepartment of Civil and Environmental Engineering

Reader in Consumer Demand Modelling And Urban Systems
 
 
 
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Contact

 

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

 
 
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Location

 

604Skempton BuildingSouth Kensington Campus

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Summary

 

Summary

Aruna Sivakumar is reader in consumer demand modelling and urban systems at the Centre for Transport Studies, Imperial College London. She is director of the Urban Systems Lab, and leads several smart city and systems modelling initiatives including, for example, the monitoring and evaluation work package of the EU Sharing Cities project, decentralised modelling of energy demand in the EPSRC-funded IDLES project, accessibility framework for equity analysis in the Wellcome Trust-funded Pathways project. As PI, she has attracted funding worth £1.8m over the last 5 years from national and international sources such as EPSRC, ESRC, Shell Inc in the UK, and SMRT Singapore. Over a career spanning 15 years, Aruna has published more than 40 peer reviewed journal papers, made over a 100 conference presentations, and published several book chapters. Her review paper on urban energy systems and journal article on activity-based travel demand modelling have both been cited over 400 times. Her research on activity based microsimulation models of urban resource demands is internationally renowned and she has been invited to present at several seminar series, such as the UCL Energy series and the Choice Modelling Seminar series at Leeds University.  Aruna has been member of several scientific committees, including the Travel Behaviour and Values subcommittee of the Transportation Research Board (TRB) in the US, and the ‘Infrastructure Operation and Traffic Management in Developing Countries’ committee of the World Conference on Transport Research Society (WCTRS). She is an editorial board member of Transportation Letters, and a founding stakeholder of the Zephry Foundation for Advancing Travel Analysis Methods.

Publications

Journals

Pawlak J, Sivakumar A, Ciputra W, et al., 2023, Feasibility of transition to electric mobility for 2-wheeler taxis in Sub-Saharan Africa: a case study of rural Kenya, Transportation Research Record, Vol:2677, ISSN:0361-1981, Pages:359-370

Yu L, Guo F, Sivakumar A, et al., 2023, Few-Shot traffic prediction based on transferring prior knowledge from local network, Transportmetrica B: Transport Dynamics, Vol:11, ISSN:2168-0566, Pages:1664-1686

Matthews B, Hall J, Batty M, et al., 2023, DAFNI: a computational platform to support infrastructure systems research, Proceedings of the Institution of Civil Engineers: Smart Infrastructure and Construction, Vol:176, ISSN:2397-8759, Pages:108-116

Wang H, Pawlak J, Faghih Imani A, et al., 2023, When does it pay off to use electricity demand data with rich information about households and their activities? A comparative machine learning approach to demand modelling, Energy and Buildings, Vol:295, ISSN:0378-7788, Pages:1-15

Manca F, Sivakumar A, Pawlak J, et al., 2023, Will we fly again? modeling air travel demand in light of COVID-19 through a London case study, Transportation Research Record: Journal of the Transportation Research Board, Vol:2677, ISSN:0361-1981, Pages:105-117

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