Intelligent Transport Systems and Services: Informed Logistics
Lead Research Organisation:
CRANFIELD UNIVERSITY
Department Name: Sch of Management
Abstract
This project will develop and prove the use of agent based modelling and complex systems dynamics to create a new approach to national and regional freight transport visioning, strategy and planning. The goal is to create and prove a first generation toolset that will support definition of the increasingly difficult policy and investment choices that transport faces. The overall goal is to respond to the DaSTS challenges: a low carbon world that also delivers economic productivity. These choices are not supported by tools that can evaluate radical change, including behavioural determinants in design and planning choices at both the national and regional levels and how they interact. Agent based modelling using complex systems thinking now offers the prospect of addressing this, since it is being successfully applied in other areas. This project is innovative as integrating the freight modes using operational data to understand the complex strategic interaction of investment, regulation, fiscal measures and planning is not available to public sector planners and private sectore companies. MDS Transmodal (lead partner) have access to operational data relating to the perceived key agents in freight operation: 1. the developer who decides where to create a distribution site, the scale of that site and whether it should be rail or water connected; 2. the cargo owner, who may be the sender or the receiver, who decides how to move goods most efficiently from origin to destination through the network and warehouses available to him/her, given the matrix of goods that need to be transported; 3. The Transport Supplier who will provide the least overall cost solution to the cargo owner, taking into account issues of risk and inventory cost; and 4. the terminal and/or port operator, relevant only where rail or sea operation is involved but will need to be considered as an option for every cargo flow. Using this information CSRC will define the agent rules for freight transport, given the vast volumes of data held at MDST and by validation at LCP (collaborating partner) using their expertise in logistics. CSRC anticipate interviewing key policy makers in the government and decision makers in industrial partner firms, to establish the potential for policy options and the likely responsiveness of decision makers.An agent based model toolset will be developed based on proprietary knowledge but extending into the new domain of freight transport. A validated prototype model will be created which aims to represent the operation of the current system and extend its dynamics into the future to gauge likely tipping points and times of low resilience. The various policy interventions can then the modelled by changing the values of existing parameters and by the introduction of new parameters. Strategy determination must support the quantification and prioritisation of: capacity investment decisions, planning policy and land use, the introduction of fiscal measures to incorporate the true costs of externalities, the impact of potential regulatory interventions and the role of the private and public sectors in the freight and logistics challenges. These form the policy interventions and so inform the creation of an overall strategic vision for freight transport that meets the twin goals of carbon and economic performance.
Publications
Abi3l Project Team
(2012)
A report describing and assessing the national data sources available for strategic transport planning
Cranfield University
(2012)
ABI3L Model Specification and User Guide
MDS Transmodal
(2012)
ABI3L and GBFM comparison report
Varga L
(2016)
Self-organized mobility
Varga, L.
(2014)
Transport challenges: 3 perspectives
Varga, L.
(2014)
On scale and data: assessing the freight logistics modelling problem
Description | It is possible to integrate freight planning, policy and design across transport modes to a scale and granularity covering all UK freight movements across all commodity types. A self-organizing, transparent, agent based approach creates significant opportunities for efficiency in storage, miles traveled and load efficiencies. |
Exploitation Route | Answer specific questions for industry about movement and storage of freight, perhaps using more local granularity of data Assist in national infrastructure planning for rail, ports and highways. |
Sectors | Construction Financial Services and Management Consultancy Government Democracy and Justice Manufacturing including Industrial Biotechology Retail Security and Diplomacy Transport Other |
URL | http://www.abi3l.org |
Description | A pilot of the model was run in Liverpool and generated interest by the ports and LEP The findings are being used to inform further research on transport modeling (in EU-Innovate project) The growth in freight movement by rail is limited without further investment in new rail capacity; cross rail, HS2, etc. are example of this capacity growth Interest at National Infrastructure Commission - modelling consultation |
Sector | Construction,Government, Democracy and Justice,Retail,Transport |
Impact Types | Societal Economic |
Description | Advisory panel member on new proposal to EPSRC - Electric Trucks - Planning and Energy Management |
Geographic Reach | National |
Policy Influence Type | Participation in a guidance/advisory committee |
Description | National Infrastructure Commission - technologies for research investment - response to national consultation |
Geographic Reach | National |
Policy Influence Type | Contribution to a national consultation/review |
URL | https://www.gov.uk/government/news/nic-launch-technology-study-call-for-evidence |
Description | Participation in National Infrastructure Commission modelling consultation 14 Jun 2017 |
Geographic Reach | National |
Policy Influence Type | Contribution to a national consultation/review |
Description | EPSRC/Energy Systems Catapult Whole Energy Systems Scoping Studies |
Amount | £59,980 (GBP) |
Funding ID | EP/R002339/1 |
Organisation | Engineering and Physical Sciences Research Council (EPSRC) |
Sector | Public |
Country | United Kingdom |
Start | 05/2017 |
End | 11/2017 |
Description | ICIF - Business Model in Interdependent Infrastructure Systems |
Amount | £42,382 (GBP) |
Funding ID | EP/K012347/1 |
Organisation | Engineering and Physical Sciences Research Council (EPSRC) |
Sector | Public |
Country | United Kingdom |
Start | 05/2013 |
End | 12/2016 |
Description | Reducing Industrial Energy Demand (REDIMS)) |
Amount | £1,642,830 (GBP) |
Funding ID | EP/P004636/1 |
Organisation | Engineering and Physical Sciences Research Council (EPSRC) |
Sector | Public |
Country | United Kingdom |
Start | 12/2016 |
End | 11/2019 |
Description | Sustainable user innovation - EU Innovate |
Amount | £167,012 (GBP) |
Funding ID | FP7 - 613194 |
Organisation | European Commission |
Sector | Public |
Country | European Union (EU) |
Start | 01/2014 |
End | 12/2016 |
Description | UKCRIC National Infrastructure Database, Modelling, Simulation and Visualisation Facilities |
Amount | £8,000,000 (GBP) |
Funding ID | EP/R012202/1 |
Organisation | Engineering and Physical Sciences Research Council (EPSRC) |
Sector | Public |
Country | United Kingdom |
Start | 03/2017 |
End | 03/2022 |
Title | ABIL Freight Mover model |
Description | This model replicates the ways in which freight mover agents utilise resources and infrastructure to accommodate demand. The model uses externally imposed demand generated from external validated data. In doing so the model will provide an output which can be directly compared to existing freight models (the DfT GB freight model) thereby giving some validation to the agent behaviour and the interaction of the agents with the infrastructure. |
Type Of Material | Computer model/algorithm |
Provided To Others? | No |
Impact | Demonstration of inefficiencies that could be overcome in current freight movement systems |
Title | ABIL Freight Owner Model |
Description | The purpose of this model is to introduce the notion of freight ownership and to test the interaction between freight owning agents and freight mover agents. In some cases freight owning agents and freight mover agents can assume a single identity defined by their genetic makeup. The introduction of a freight owning agent should not materially change the freight flows but should demonstrate the evolution of the freight mover agent population (primarily the driver for this will be the priority given to particular freight moving agents by the freight owning agents). |
Type Of Material | Computer model/algorithm |
Provided To Others? | No |
Impact | The creation of a 1:1500 scale representation and bottom up dynamic model of ALL UK freight flows within 35 commodity types, in 400 NUTS geographical (district council) areas, moved by 32 types of vehicle which is calibrated against the existing Department for Transport (DfT) Great Britain Freight Movement (GBFM) model. |
Description | MK Council autonomous vehicles |
Organisation | Milton Keynes City Council |
Country | United Kingdom |
Sector | Public |
PI Contribution | We are part of a consortium bidding into the DfT autonomous vehicles call. My TUCP research and models make me a primary contributor at Cranfield University. |
Collaborator Contribution | MK Council is the consortium leader |
Impact | Bid to DfT |
Start Year | 2014 |
Description | ABIL first advisory panel meeting |
Form Of Engagement Activity | A formal working group, expert panel or dialogue |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Professional Practitioners |
Results and Impact | The consortium described the gap in the freight infrastructure planning system, describing existing strategic modeling software, and the preliminary structure for an agent based model. The main results were a validation of the proposed approach by applying real world firms to the models The impact was the recognition by stakeholders of the difference between agent based and traditional models. Awareness was raised and a focus was created for the most strategic freight logistics planning problems. |
Year(s) Of Engagement Activity | 2011 |
URL | http://www.abi3l.com/data/uploads/abi3l25nov2010v6.ppt |
Description | ABIL second advisory panel meeting |
Form Of Engagement Activity | A formal working group, expert panel or dialogue |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Policymakers/politicians |
Results and Impact | The meeting also saw discussion about potential uses of the model, and where panel members' priorities lie in forecasting and analysis. The advisory panel's opinions allowed us to prioritize development of features of the model. |
Year(s) Of Engagement Activity | 2011 |
URL | http://www.abi3l.com/data/uploads/abi3l-15th-september-advisory-panel-summary.pdf |
Description | ABIL third advisory panel meeting |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Policymakers/politicians |
Results and Impact | With strong representation from Government bodies including BIS, DfT and the Transport Committee, and attendees from across industry, the third advisory panel meeting introduced abi3l to a new audience and provided a progress update, including early outputs from the model, for those who have been following the project. Cross sectoral discussions were stimulated and the value of systems thinking and self-organizing intelligent logistics systems was discussed Colleagues from academic institutions inquired about the model, and the very large data sets that had been amassed. |
Year(s) Of Engagement Activity | 2012 |
URL | http://www.abi3l.org/data/uploads/advisory-panel-june-12-2012-slides.pdf |
Description | Black Sky key note (London) |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Industry/Business |
Results and Impact | Liz Varga was key note speaker at Black Sky Infrastructure Risk and Resilience Workshop held at the Royal Society, London. The impact is working toward a shared international understanding of black sky situations, invitation to visit USA Princeton University and also follow up with House of Lords peer. |
Year(s) Of Engagement Activity | 2017 |
URL | http://www.ukcric.com/events/private/black-sky-infrastructure-and-societal-resilience-workshop/ |
Description | Decision-Making Under Risk & Uncertainty in Complex Infrastructure Systems (London) |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | I was an invited speaker at Decision-Making Under Risk & Uncertainty Workshop - Grantham Institute - Imperial |
Year(s) Of Engagement Activity | 2016 |
URL | https://www.imperial.ac.uk/grantham/education/science-and-solutions-for-a-changing-planet-dtp/previo... |
Description | Gov Office (Science) BIS - THE USE OF DATA IN EMERGENCY RESILIENCE |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | Yes |
Geographic Reach | National |
Primary Audience | Policymakers/politicians |
Results and Impact | The minister did not publish the report Engagement with some of the co-contributors: Infrastructure UK, the Environment Agency, the British Geological Survey, the UK Environmental Observation Framework, University College London, the Centre for the Protection of National Infrastructure, the Greater London Authority, the Infrastructure Transitions Research Consortium, Satellite Applications Catapult, Ordnance Survey, the Met Office, the Newcastle City Council, Defra, the Civil Contingencies Secretariat, Southampton University and the Office for National Statistics. |
Year(s) Of Engagement Activity | 2013 |
Description | Liz Varga Invited Speaker MK Gallery/Fred Roche Foundation Future City Talks |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | Regional |
Primary Audience | Policymakers/politicians |
Results and Impact | Two further speaking events have been held: one at the Open University, and one at Cranfield University. A relationship has developed with Fred Roche Foundation and we are now bidding for the TSB SBRI call on integrated future cities |
Year(s) Of Engagement Activity | 2014 |
URL | http://www.mkgallery.org/events/2014_07_03/talks_growth_change_governance/ |