Panagiotis Angeloudis

Reader & Group Leader

Imperial College London

Dr Panagiotis Angeloudis is Reader and Head of the Transport Systems and Logistics Laboratory (TSL), based in the Centre for Transport Studies (CTS) at Imperial College London.

His research focuses on the study of networks, optimisation methods and multi-agent systems, as well as their applications in autonomous transport systems, urban infrastructure and logistics.

He has a research portfolio of over £3.8 million, with significant support from EPSRC, InnovateUK and the industry. Examples of recent projects include the design of shared mobility platforms using autonomous vehicles; resilience modelling of transport infrastructure; integrated design of unmanned aerial systems for humanitarian logistics.

Panagiotis was recently appointed by the UK Department for Transport to the Expert Panel for Maritime 2050 and was a member of the UK Government Office of Science Future of Mobility review team.

Before establishing TSL, Panagiotis held a JSPS Research Fellowship at Kyoto University. He previously obtained a PhD in Transportation at Imperial COllege London, and spent periods as a research analyst at DP World and the United Nations in Geneva.

Within Imperial he also leads the Intelligent Infrastructure and Transport Systems Laboratory (IITS). He is affiliated with the Centre for Systems Engineering and Innovation, the Institute for Security Science and Technology, the Energy Futures Lab, the Grantham Institute and the Imperial Robotics Forum.

Interests

Network Optimization
Game Theory
Logistics

Education

PhD in Transportation, 2009
Imperial College London
MEng in Civil & Environmental Engineering, 2009
Imperial College London

Publications

Karamanis R, Anastasiadis L, Angeloudis P, Stettler M (2020). Assignment and pricing of shared rides in ride-sourcing using combinatorial double auctions. IEEE Transactions on Intelligent Transportation Systems. DOI
Otero A, Escribano J, Angeloudis P (2020). Design of hospital delivery networks using unmanned aerial vehicles. Transportation Research Record.
Escribano J, Goldbeck N, Hsu PY, Angeloudis P, Ochieng W (2020). Endogenous stochastic optimisation for relief distribution assisted with Unmanned Aerial Vehicles. OR Spectrum.
Anastasiadis L, Ainalis D, Qiming Y, Hsu L, Karamanis R, Escribano J, Stettler M, Angeloudis P (2020). On the selection of charging facility locations for EV-based ride-hailing services: A computational case study. Sustainability. PDF
Escribano J, Angeloudis P, Ochieng W (2020). Optimal Design of Rapid Evacuation Strategies in Constrained Urban Transport Networks. Transportmetrica A: Transport Science. PDF
Escribano J, Angeloudis P, Ochieng W (2020). Optimal Hub Selection for Rapid Medical Deliveries using Unmanned Aerial Vehicles. Transportation Research Part C: Emerging Technologies. DOI
Goldbeck N, Angeloudis P, Ochieng W (2020). Optimal supply chain resilience with consideration of failure propagation and repair logistics. Transportation Research Part E: Logistics and Transportation Review. DOI
Goldbeck N, Angeloudis P, Ochieng W (2020). Resilience assessment for interdependent urban infrastructure systems using dynamic network flow models. Reliability Engineering and System Safety. DOI
Hsu PY, Aurisicchio M, Angeloudis P, Whyte J (2020). Understanding and Visualising Schedule Deviations in Construction Projects using Fault Tree Analysis. Engineering, Construction and Architectural Management.
Chen X, Yu j, Stettler M, Angeloudis P, Hu J (2020). Urban Network-Wide Traffic Speed Estimation with Massive Ride-Sourcing GPS Traces. Transportation Research Part C: Emerging Technologies.
Achurra-Gonzalez P, Angeloudis P, Goldbeck N, Graham DJ, Zavitsas K, Stettler M, Bowman G, Bell MGH (2019). Evaluation of port disruption impacts in the global liner shipping network. Journal of Shipping and Trade. DOI
Hsu PY, Angeloudis P, Aurisicchio M (2019). Risk-averse supply chain for modular construction projects. Automation in Construction. DOI
Achurra-Gonzalez P, Novatti M, Foulser-Piggott R, Graham DJ, Bowman G, Bell MGH, Angeloudis P (2018). Modelling the impact of liner shipping network perturbations on container cargo routing: South-east Asia to Europe application. Accident Analysis and Prevention. DOI
Hsu PY, Angeloudis P, Aurisicchio M (2018). Optimal logistics planning for modular construction using two-stage stochastic programming. Automation in Construction. DOI
Shang W, Han K, Ochieng W, Angeloudis P (2017). Agent-based day-to-day traffic network model with information percolation. Transportmetrica A: Transport Science. DOI
Nikhalat-Jahromi H, Angeloudis P, Bell MGH, Cochrane RA (2017). Global LNG trade: A comprehensive up to date analysis. Maritime Economics and Logistics. DOI
Sengupta U, Doll C, Gasparatos A, Iossifova D, Angeloudis P, Baptista M, Cheng S, Graham DJ, Hyde R, Kraenkel R, Luo J, Oren N (2017). Sustainable Smart Cities: Applying Complexity Science to Achieve Urban Sustainability. UNU-IAS Policy Brief series. PDF
Anvari B, Angeloudis P, Ochieng W (2016). A multi-objective GA-based optimisation for holistic Manufacturing, transportation and Assembly of pre-cast construction. Automation in Construction. DOI
Anvari B, Bell MGH, Angeloudis P, Ochieng W (2016). Calibration and validation of a shared space model: Case Study. Transportation Research Record. DOI
Zis T, Angeloudis P, Bell MGH, Psaraftis HN (2016). Payback period for emissions abatement alternatives: Role of regulation and fuel prices. Transportation Research Record. DOI
Briskorn D, Angeloudis P (2016). Scheduling co-operating stacking cranes with predetermined container sequences. Discrete Applied Mathematics. DOI
Nikhalat-Jahromi H, Bell MGH, Fontes D, Cochrane RA, Angeloudis P (2016). Spot sale of uncommitted LNG from Middle East: Japan or the UK?. Energy Policy. DOI
Angeloudis P, Greco L, Bell MGH (2016). Strategic maritime container service design in oligopolistic markets. Transportation Research Part B: Methodological. DOI
Zis T, North R, Angeloudis P, Ochieng W, Bell MGH (2015). Environmental Balance of Shipping Emissions Reduction Strategies. Transportation Research Record: Journal of the Transportation Research Board. DOI
Angeloudis P, Hu J, Bell MGH (2014). A strategic repositioning algorithm for bicycle-sharing schemes. Transportmetrica A: Transport Science. DOI
Zis T, North R, Angeloudis P, Ochieng W, Bell MGH (2014). Evaluation of cold ironing and speed reduction policies to reduce ship emissions near and at ports. Maritime Economics and Logistics. DOI
Bell MGH, Liu X, Rioult J, Angeloudis P (2013). A cost-based maritime container assignment model. Transportation Research Part B: Methodological. DOI
Bell MGH, Liu X, Angeloudis P, Fonzone A, Haji Hosseinloo S (2011). A frequency-based maritime container assignment model. Transportation Research Part B: Methodological. DOI
Angeloudis P, Bell MGH (2011). A review of container terminal simulation models. Maritime Policy and Management. DOI
Angeloudis P, Bell MGH (2010). An uncertainty-aware AGV assignment algorithm for automated container terminals. Transportation Research Part E: Logistics and Transportation Review. DOI
Angeloudis P, Fisk D (2006). Large subway systems as complex networks. Physica A: Statistical Mechanics and its Applications. DOI

Preprints

Karamanis R, Anastasiadis L, Angeloudis P, Stettler M Assignment and Pricing of Shared Rides in Ride-Sourcing using Combinatorial Double Auctions. Preprint.

Conference Papers

Anastasiadis L, Angeloudis P, Ainalis D, Ye Q, Hsu PY (2019). A bilevel optimisation model for the selection of parking and charging facilities for EV-based ride-hailing services. 8th Symposium of the European Association for Research in Transportation (hEART 2019).
Jirouskova N, Majumdar A, Angeloudis P (2019). A top-down integrated approach to define key vulnerability indices for disaster risk management at container terminals. 2nd International Conference on Natural Hazards and Infrastructure.
Bell MGH, Cheung K, Sugiura S, Angeloudis P, Pan J, Kurauchi F (2019). Analysis of the world container shipping network by spanning tree and gravity model. 9th International Conference on Logistics and Maritime Systems (LOGMS2019).
Hsu PY, Aurisicchio M, Angeloudis P (2019). Optimal Planning for the Logistic System of Modular Construction through Multi-Stage Stochastic Programming. The 11th International Conference on City Logistics (CITY LOGISTICS 2019).
Escribano J, Angeloudis P, Ochieng W (2019). Sequential Trajectory Optimisation Using Dynamic Airspace Sectorisation. Transportation Research Board 98th Annual Meeting (TRBAM 2019). PDF
Liu Q, Hu J, Angeloudis P, Wang W, Zhang L, Yang Q, Li Y (2019). Simulation and Evaluation of CAVs Behavior in an Isolated Signalized Intersection Equipped with Dynamic Wireless Power Transfer System. 22nd International Conference on Intelligent Transportation Systems (ITSC2019).
Goldbeck N, Angeloudis P, Ochieng W (2018). A flow-based resilience assessment method for interdependent urban infrastructure networks. International Conference on Infrastructure Resilience.
Goldbeck N, Angeloudis P, Ochieng W (2018). Analysing the effects of interdependency on the resilience of urban transport systems, A dynamic network flow approach. 7th International Symposium on Transport Network Reliability.
Karamanis R, Angeloudis P, Sivakumar A, Stettler M (2018). Dynamic Pricing in One-Sided Autonomous Ride-Sourcing Markets. 21st International Conference on Intelligent Transportation Systems (ITSC2018). DOI
Escribano J, Angeloudis P, Ochieng W (2018). Integrated Trajectory-Location-Routing for Rapid Humanitarian Deliveries using Unmanned Aerial Vehicles. 2018 Aviation Technology, Integration, and Operations Conference. DOI
Karamanis R, Angeloudis P, Sivakumar A, Stettler M (2018). Market dynamics between public transport and competitive ride-sourcing providers. hEART 2018 – 7th Symposium of the European Association for Research in Transportation.
Jirouskova N, Achurra-Gonzalez P, Goldbeck N, Angeloudis P (2018). Probabilistic assessment of container shipping route disruption costs from natural disasters – An application to the KIX Australia-New Zealand Service Line. 7th International Symposium on Transport Network Reliability.
Ainalis D, Achurra-Gonzalez P, Gaudin A, Garcia de la Cruz JM, Angeloudis P, Ochieng W, Stettler M (2018). Ultra-Capacitor based kinetic energy recovery system for heavy goods vehicles. 15th International Symposium on Heavy Vehicle Transport Technology. PDF
Goldbeck N, Angeloudis P, Ochieng W (2017). A dynamic network flow model for interdependent infrastructure and supply chain networks with uncertain asset operability. Lecture Notes in Computer Science. DOI
Karamanis R, Niknejad A, Angeloudis P (2017). A Fleet Sizing Algorithm for Autonomous Car Sharing. Transportation Research Board 96th Annual Meeting. PDF
Hsu PY, Aurisicchio M, Angeloudis P (2017). Establishing outsourcing and supply chain plans for prefabricated construction projects under uncertain productivity. 8th International Conference in Computational Logistics. DOI
Escribano J, Angeloudis P, Ochieng W (2017). Integrated Trajectory Optimisation and Location‐Routing Method for Rapid Medical Deliveries using Unmanned Aerial Vehicles (UAVs). International Conference on Dynamics of Disasters.
Hsu PY, Aurisicchio M, Angeloudis P (2017). Investigating Schedule Deviation in Construction Projects through Root Cause Analysis. ProjMAN - International Conference on Project MANagement. DOI
Goldbeck N, Angeloudis P, Ochieng W (2017). Modelling the Dynamics of Asset Operability and Network Flows in Interdependent Infrastructure Systems after Disruptive Events. International Conference on Dynamics of Disasters.
Angeloudis P, Hu J, Achurra-Gonzalez P (2017). Modelling the impact of infrastructure developments on the resilience of intermodal container transport networks: One-Belt-One-Road Case study. Logistics and Maritime Systems Conference (LOGMS).
Wong N, Escribano J, Han K, Angeloudis P (2017). Rapid Urban Evacuation across Constrained Transport Networks. Transportation Research Board 96th Annual Meeting. PDF
Hsu PY, Aurisicchio M, Angeloudis P (2017). Realisation of the optimal logistics plan for modular construction. European Logistics Association Workshop 2017.
Hsu PY, Aurisicchio M, Angeloudis P (2017). Supply chain design for modular construction projects. LC3 2017 - 25th Annual Conference of the International Group for Lean Construction. DOI
Goldbeck N, Angeloudis P (2016). Analysing the resilience of metro systems under consideration of interdependencies. 4th World Conference on Transport Research (WCTR).
Niknejad A, Angeloudis P, Achurra-Gonzalez P, Tsigkakos V (2016). Analysing World Events Using the GDELT dataset and Google BigQuery. *UK Research Software Engineering Conference *.
Zavitsas K, Hu J, Gooden R, Angeloudis P, Polak J (2016). Assessing Autonomous Vehicle Impact on Urban Traffic Emissions and Intersection Performance. Transportation Research Board 95th Annual Meeting. PDF
Achurra-Gonzalez P, Angeloudis P, Niknejad A, Graham DJ (2016). Attacker-defender modelling of transport vulnerability in maritime logistics corridors. 2nd International Workshop on Maritime Flows and Networks.
Pachakis D, Angeloudis P (2016). Equipment Sizing using Petri Networks. Annual Meeting of the Global Ports Research Alliance (GPRA).
Goldbeck N, Angeloudis P, Ochieng W (2016). Joint Vulnerability Analysis of Urban Rail Transit and Utility Networks. Transportation Research Board 95th Annual Meeting. PDF
Achurra-Gonzalez P, Angeloudis P (2016). Regional conflicts and impact of liner shipping. Annual Meeting of the Global Ports Research Alliance (GPRA).
Angeloudis P (2016). Resilience of Liner Shipping Networks. GPRA.
Goldbeck N, Angeloudis P (2015). Analysis of cascading failures across interdependent dynamic networks. EURO.
Novatti M, Achurra-Gonzalez P, Foulser-Piggott R, Bowman G, Bell MGH, Angeloudis P (2015). Modelling the Effects of Port Disruptions: Assessment of Disaster Impacts Using a Cost-Based Container Flow Assignment in Liner Shipping Networks. Transportation Research Board 94th Annual Meeting. PDF
Angeloudis P, Greco L, Bell MGH (2015). Strategic maritime container transport design in oligopolistic markets. 21st International Symposium on Transportation and Traffic Theory. DOI
Anvari B, Angeloudis P, Ochieng W (2014). Analysis of Prefabricated Urban Housing Constructions on Freight Transport Systems. INFORMS.
Zis T, Robin N, Angeloudis P, Ochieng W, Bell MGH (2014). Effects of Speed Reduction Policies near Ports. Transportation Research Board 93rd Annual Meeting. PDF
Anvari B, Bell MGH, Angeloudis P, Ochieng W (2014). Long-range collision avoidance for shared space simulation based on social forces. Conference in Pedestrian and Evacuation Dynamics 2014 (PED2014). DOI
Zis T, Robin N, Angeloudis P, Ochieng W, Bell MGH (2013). A Systematic Evaluation of Alternative Options for the Reduction of Vessel Emissions in Ports. Transportation Research Board 92nd Annual Meeting. PDF
Zis T, North R, Angeloudis P, Bell MGH (2013). Minimization of energy consumption within a container terminal. EURO.
Angeloudis P, Greco L (2013). Strategic network design in an oligopolistic market for maritime container transport. EURO.
Angeloudis P, Hu J, Bell MGH (2012). Repositioning in Bicycle-Sharing Schemes. Transportation Research Board 91st Annual Meeting. PDF
Angeloudis P, Bell MGH, Liu X, Fonzone A (2011). Frequency-Based Maritime Container Assignment Model for Global Liner Services. Transportation Research Board 91st Annual Meeting. PDF
Bell MGH, Angeloudis P (2011). Repositioning algorithms for the global containership assignment network. 19th IFORS Triennial Conference.
Klerides E, Angeloudis P (2011). Stochastic and deterministic assignment under uncertainty for automated container terminals. 19th IFORS Triennial Conference.
Angeloudis P, Hu J (2011). Towards a repositioning algorithms for bike sharing schemes. University Transport Studies Group (UTSG). PDF
Bell MGH, Angeloudis P (2010). Future for the Automation of Container Terminals. Logistics and Maritime Systems Conference (LOGMS).
Klerides E, Hadjiconstantinou E, Angeloudis P, Bell MGH (2010). Modelling and solution approaches to the multi-load AGV dispatching problem in seaport container Terminals. IAME.
Angeloudis P, Bell MGH, Klerides E, Hadjiconstantinou E (2010). Stack Operation Uncertainty in Automated Container Terminals - Effects, Challenges and Control Techniques. IAME.
Angeloudis P, Bell MGH (2009). A fresh look at container terminal simulation and its application in academic research. IAME.
Bell MGH, Angeloudis P (2009). The Future of Automation. PorTech Conference.
Angeloudis P, Bell MGH (2008). Uncertainty in container terminal operations. IFORS.
Angeloudis P (2007). Application of Robust Optimisation Techniques to Automated Container Terminals. University Transport Studies Group (UTSG). PDF
Angeloudis P, Bell MGH (2007). Implementation of an Automated Guided Vehicle dispatching and scheduling framework using robust optimisation. INFORMS.
Ahuja S, Angeloudis P, Bell MGH (2007). Simulation and Evaluation of Intelligent Check in Facilities for Ferry Port Terminals. European Transport Conference.
Angeloudis P, Bichou K, Bell MGH, Fisk D (2006). Security and Reliability of the Liner Container-Shipping Network. IAME.

Book Chapters

Anvari B, Ziakopoulos A, Morley J, Pachakis D, Angeloudis P (2018). Comparison of Fleet Size Models for Horizontal Transportation of Shipping Containers using Automated Straddle Carriers. Handbook of Terminal Planning.
Goldbeck N, Angeloudis P, Ochieng W (2017). Building Sustainable and Resilient Infrastructure to Support Future Cities. Defining the Urban: Interdisciplinary and Professional Perspectives.
Zis T, Angeloudis P, Bichou K (2017). Port Environmental Management. Encyclopedia of Maritime and Offshore Engineering.
Zis T, Angeloudis P, Bell MGH (2015). Economic and environmental trade-offs in water transportation. Green Logistics and Transportation: A Sustainable Supply Chain Perspective. DOI
Kanturska U, Angeloudis P (2013). Introduction to network theory and game theory as frameworks for the analysis of critical infrastructure . Infrastructure Risk and Resilience: Transportation. DOI
Angeloudis P, Bichou K, Bell MGH (2007). Security and reliability of the liner container-shipping network: Analysis of robustness using a complex network framework. Risk Management in Port Operations, Logistics and Supply-Chain Security. DOI